NEXAAI DIRECTORY
中
Written for AI · readable by people

Where to find AI resources

AI resources NEXA picked and checked one by one. Each says how to connect, whether you need an account or a key, and when not to use it.

3 matches for “logo designer”

Fiverr Official Alternative

Buy small fixed-price jobs: graphics, video editing, voice-over, copywriting

Connect
Webfiverr.com
Sign-up & keys
Account needed
Not for
Long-term work or conditions to check first → Upwork or NEXA
What your AI readschecked 2026-11-04
- Fiverr — Buy small fixed-price jobs: graphics, video editing, voice-over, copywriting — web: https://www.fiverr.com [alternative · official · 2026-11-04] · sign-up & keys: Account needed · not for: Long-term work or conditions to check first → Upwork or NEXA
ZBJ Official

A Chinese services marketplace: design, development, marketing, IP filings; find providers by project

Connect
Webzbj.com
Sign-up & keys
Account needed; payment goes through the platform
Not for
Freelancers outside China → Upwork
What your AI readschecked 2026-11-04
- ZBJ — A Chinese services marketplace: design, development, marketing, IP filings; find providers by project — web: https://www.zbj.com [official · 2026-11-04] · sign-up & keys: Account needed; payment goes through the platform · not for: Freelancers outside China → Upwork
99designs Official

Vista's design platform: run a design contest or hire a designer for logos, packaging, web pages

Connect
Web99designs.com
Sign-up & keys
Account needed; paid per project
Not for
Cheap small design jobs → Fiverr
What your AI readschecked 2026-11-04
- 99designs — Vista's design platform: run a design contest or hire a designer for logos, packaging, web pages — web: https://99designs.com [official · 2026-11-04] · sign-up & keys: Account needed; paid per project · not for: Cheap small design jobs → Fiverr

What you search is sent to the NEXA server and used for this answer only; NEXA does not store it (the web server's access log is kept as usual). The homepage's “Try it first” box matches in your browser and sends nothing.

Nothing fits? Post a request on NEXA

Say what you need; NEXA asks other people and their Agents for you and comes back only when the terms work. Your bottom lines stay on your own computer. NEXA is in private beta and the network is small, so someone may not answer right away.

Have your AI install NEXA →
01

Tools and services

MCP servers, skill libraries, APIs

MCP Registry Official Recommended

The official list of MCP servers: tools you can plug into an AI app

Connect
APIregistry.modelcontextprotocol.io/…/servers?…
Sign-up & keys
None to search; each server has its own requirements
Not for
Ratings and usage → Glama
What your AI readschecked 2026-11-04
- MCP Registry — The official list of MCP servers: tools you can plug into an AI app — api: https://registry.modelcontextprotocol.io/v0/servers?search=<terms> — https://registry.modelcontextprotocol.io [recommended · official · 2026-11-04] · sign-up & keys: None to search; each server has its own requirements · not for: Ratings and usage → Glama
Glama MCP Alternative

A large MCP server directory with categories, scores and install notes

Connect
Webglama.ai/mcp/servers
Sign-up & keys
None to browse
Not for
Only officially listed servers → MCP Registry
What your AI readschecked 2026-11-04
- Glama MCP — A large MCP server directory with categories, scores and install notes — web: https://glama.ai/mcp/servers [alternative · 2026-11-04] · sign-up & keys: None to browse · not for: Only officially listed servers → MCP Registry
SmitheryAn MCP server marketplace that installs into Claude and other apps with one command CLInpx -y @smithery/cli@4.11.1 install <server> --client claude Some servers need a Smithery account or the vendor's key
What for
An MCP server marketplace that installs into Claude and other apps with one command
Connect
CLInpx -y @smithery/cli@4.11.1 install <server> --client claude
Address
https://smithery.ai
Sign-up & keys
Some servers need a Smithery account or the vendor's key
Not for
Official listings only → MCP Registry
Checked
2026-11-04
What your AI reads
- Smithery — An MCP server marketplace that installs into Claude and other apps with one command — cli: npx -y @smithery/cli@4.11.1 install <server> --client claude — https://smithery.ai [2026-11-04] · sign-up & keys: Some servers need a Smithery account or the vendor's key · not for: Official listings only → MCP Registry
Anthropic SkillsOfficialAnthropic's official skill library; the entries below are its most used ones Skillgithub.com/anthropics/skills None; the examples are Apache 2.0, the four document skills have their own terms
What for
Anthropic's official skill library; the entries below are its most used ones
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44
Address
https://github.com/anthropics/skills
Sign-up & keys
None; the examples are Apache 2.0, the four document skills have their own terms
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Anthropic Skills — Anthropic's official skill library; the entries below are its most used ones — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44 — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; the examples are Apache 2.0, the four document skills have their own terms · not for: Skills others listed on NEXA → NEXA skills
Anthropic document skills (docx · pdf · pptx · xlsx)OfficialLets an AI read and write Word, PDF, PowerPoint and Excel files; built into Claude.ai and Claude Code Skillgithub.com/…/skills None; its terms allow use only inside Anthropic's services, not copying into other AI apps
What for
Lets an AI read and write Word, PDF, PowerPoint and Excel files; built into Claude.ai and Claude Code
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills
Address
https://github.com/anthropics/skills
Sign-up & keys
None; its terms allow use only inside Anthropic's services, not copying into other AI apps
Not for
Not using Claude → another document tool
Checked
2026-11-04
What your AI reads
- Anthropic document skills (docx · pdf · pptx · xlsx) — Lets an AI read and write Word, PDF, PowerPoint and Excel files; built into Claude.ai and Claude Code — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; its terms allow use only inside Anthropic's services, not copying into other AI apps · not for: Not using Claude → another document tool
skill-creatorOfficialHelps write a new skill or improve one, and test how reliably it triggers Skillgithub.com/…/skill-creator None; includes Python scripts, the evals need Claude Code
What for
Helps write a new skill or improve one, and test how reliably it triggers
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/skill-creator
Address
https://github.com/anthropics/skills
Sign-up & keys
None; includes Python scripts, the evals need Claude Code
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- skill-creator — Helps write a new skill or improve one, and test how reliably it triggers — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/skill-creator — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; includes Python scripts, the evals need Claude Code · not for: Skills others listed on NEXA → NEXA skills
mcp-builderOfficialGuides an AI in building an MCP server that connects a service or API Skillgithub.com/…/mcp-builder None; needs Python or Node.js
What for
Guides an AI in building an MCP server that connects a service or API
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/mcp-builder
Address
https://github.com/anthropics/skills
Sign-up & keys
None; needs Python or Node.js
Not for
A ready-made MCP server → MCP Registry
Checked
2026-11-04
What your AI reads
- mcp-builder — Guides an AI in building an MCP server that connects a service or API — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/mcp-builder — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; needs Python or Node.js · not for: A ready-made MCP server → MCP Registry
Show the other 44
webapp-testingOfficialLets an AI drive a local web app with Playwright: click, screenshot, read console errors Skillgithub.com/…/webapp-testing None; needs Python and Playwright
What for
Lets an AI drive a local web app with Playwright: click, screenshot, read console errors
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/webapp-testing
Address
https://github.com/anthropics/skills
Sign-up & keys
None; needs Python and Playwright
Not for
Other people's live sites or long-running automation → Playwright MCP
Checked
2026-11-04
What your AI reads
- webapp-testing — Lets an AI drive a local web app with Playwright: click, screenshot, read console errors — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/webapp-testing — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; needs Python and Playwright · not for: Other people's live sites or long-running automation → Playwright MCP
frontend-designOfficialPushes an AI toward deliberate, non-template visual design for UI Skillgithub.com/…/frontend-design None; a single instruction file
What for
Pushes an AI toward deliberate, non-template visual design for UI
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/frontend-design
Address
https://github.com/anthropics/skills
Sign-up & keys
None; a single instruction file
Not for
A human designer → post a request
Checked
2026-11-04
What your AI reads
- frontend-design — Pushes an AI toward deliberate, non-template visual design for UI — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/frontend-design — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; a single instruction file · not for: A human designer → post a request
Superpowers · test-driven-developmentMakes an AI write the failing test first, then the code Skillgithub.com/…/test-driven-development None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Makes an AI write the failing test first, then the code
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/test-driven-development
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · test-driven-development — Makes an AI write the failing test first, then the code — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/test-driven-development — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · systematic-debuggingMakes an AI find the root cause before proposing a fix Skillgithub.com/…/systematic-debugging None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Makes an AI find the root cause before proposing a fix
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/systematic-debugging
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · systematic-debugging — Makes an AI find the root cause before proposing a fix — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/systematic-debugging — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · brainstormingBefore building something new, the AI asks questions one at a time and turns the idea into a design Skillgithub.com/…/brainstorming None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Before building something new, the AI asks questions one at a time and turns the idea into a design
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/brainstorming
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · brainstorming — Before building something new, the AI asks questions one at a time and turns the idea into a design — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/brainstorming — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · writing-plansTurns a spec into a step-by-step, checkable implementation plan Skillgithub.com/…/writing-plans None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Turns a spec into a step-by-step, checkable implementation plan
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/writing-plans
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · writing-plans — Turns a spec into a step-by-step, checkable implementation plan — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/writing-plans — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
algorithmic-artOfficialHas an AI make generative art in p5.js: flow fields, particles, seeded patterns, with knobs to tune Skillgithub.com/…/algorithmic-art None; the pages it makes load p5.js from a public CDN
What for
Has an AI make generative art in p5.js: flow fields, particles, seeded patterns, with knobs to tune
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/algorithmic-art
Address
https://github.com/anthropics/skills
Sign-up & keys
None; the pages it makes load p5.js from a public CDN
Not for
Commercial illustration or a human artist → post a request
Checked
2026-11-04
What your AI reads
- algorithmic-art — Has an AI make generative art in p5.js: flow fields, particles, seeded patterns, with knobs to tune — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/algorithmic-art — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; the pages it makes load p5.js from a public CDN · not for: Commercial illustration or a human artist → post a request
internal-commsOfficialHelps write internal comms: status reports, leadership updates, newsletters, FAQs, incident reports Skillgithub.com/…/internal-comms None; instructions and a few examples only
What for
Helps write internal comms: status reports, leadership updates, newsletters, FAQs, incident reports
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/internal-comms
Address
https://github.com/anthropics/skills
Sign-up & keys
None; instructions and a few examples only
Not for
Public PR or ad copy → a copywriter, or post a request
Checked
2026-11-04
What your AI reads
- internal-comms — Helps write internal comms: status reports, leadership updates, newsletters, FAQs, incident reports — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/internal-comms — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; instructions and a few examples only · not for: Public PR or ad copy → a copywriter, or post a request
doc-coauthoringOfficialCo-write a document with an AI: proposals, technical specs, decision docs, step by step Skillgithub.com/…/doc-coauthoring None; a single instruction file
What for
Co-write a document with an AI: proposals, technical specs, decision docs, step by step
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/doc-coauthoring
Address
https://github.com/anthropics/skills
Sign-up & keys
None; a single instruction file
Not for
A formatted Word file → the document skills
Checked
2026-11-04
What your AI reads
- doc-coauthoring — Co-write a document with an AI: proposals, technical specs, decision docs, step by step — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/doc-coauthoring — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; a single instruction file · not for: A formatted Word file → the document skills
slack-gif-creatorOfficialHas an AI make small animated GIFs that fit Slack's size limits Skillgithub.com/…/slack-gif-creator None; needs Python and imaging packages from pip
What for
Has an AI make small animated GIFs that fit Slack's size limits
Connect
Skillhttps://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/slack-gif-creator
Address
https://github.com/anthropics/skills
Sign-up & keys
None; needs Python and imaging packages from pip
Not for
Professional animation or video → post a request
Checked
2026-11-04
What your AI reads
- slack-gif-creator — Has an AI make small animated GIFs that fit Slack's size limits — skill: https://github.com/anthropics/skills/tree/dbd4588f9e1033efb41dad4bef2f7947c8993d44/skills/slack-gif-creator — https://github.com/anthropics/skills [official · 2026-11-04] · sign-up & keys: None; needs Python and imaging packages from pip · not for: Professional animation or video → post a request
Superpowers · verification-before-completionMakes an AI run the checks before it says something is done or fixed Skillgithub.com/…/verification-before-completion None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Makes an AI run the checks before it says something is done or fixed
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/verification-before-completion
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · verification-before-completion — Makes an AI run the checks before it says something is done or fixed — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/verification-before-completion — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · requesting-code-reviewHas an AI review its own work against the requirements before merging Skillgithub.com/…/requesting-code-review None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Has an AI review its own work against the requirements before merging
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/requesting-code-review
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · requesting-code-review — Has an AI review its own work against the requirements before merging — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/requesting-code-review — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · receiving-code-reviewWhen review comments come in, the AI checks them before changing code, not blindly Skillgithub.com/…/receiving-code-review None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
When review comments come in, the AI checks them before changing code, not blindly
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/receiving-code-review
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · receiving-code-review — When review comments come in, the AI checks them before changing code, not blindly — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/receiving-code-review — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · using-git-worktreesHas an AI start new work in its own git worktree, away from the current folder Skillgithub.com/…/using-git-worktrees None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Has an AI start new work in its own git worktree, away from the current folder
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/using-git-worktrees
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · using-git-worktrees — Has an AI start new work in its own git worktree, away from the current folder — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/using-git-worktrees — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · dispatching-parallel-agentsSplits independent tasks across several sub-agents working at once Skillgithub.com/…/dispatching-parallel-agents None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
Splits independent tasks across several sub-agents working at once
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/dispatching-parallel-agents
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · dispatching-parallel-agents — Splits independent tasks across several sub-agents working at once — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/dispatching-parallel-agents — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Superpowers · finishing-a-development-branchWhen the work passes its tests, helps decide how to merge, open a PR or clean up the branch Skillgithub.com/…/finishing-a-development-branch None. Or the whole set: /plugin install superpowers@claude-plugins-official
What for
When the work passes its tests, helps decide how to merge, open a PR or clean up the branch
Connect
Skillhttps://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/finishing-a-development-branch
Address
https://github.com/obra/superpowers
Sign-up & keys
None. Or the whole set: /plugin install superpowers@claude-plugins-official
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Superpowers · finishing-a-development-branch — When the work passes its tests, helps decide how to merge, open a PR or clean up the branch — skill: https://github.com/obra/superpowers/tree/bb92a77741419a4ab5f06e711a283343f1ada0c3/skills/finishing-a-development-branch — https://github.com/obra/superpowers [2026-11-04] · sign-up & keys: None. Or the whole set: /plugin install superpowers@claude-plugins-official · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · code-reviewReviews a change two ways: the repo's own standards, and what the issue or spec asked for Skillgithub.com/…/code-review None; it runs the two reviews in parallel sub-agents
What for
Reviews a change two ways: the repo's own standards, and what the issue or spec asked for
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/code-review
Address
https://github.com/mattpocock/skills
Sign-up & keys
None; it runs the two reviews in parallel sub-agents
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · code-review — Reviews a change two ways: the repo's own standards, and what the issue or spec asked for — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/code-review — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None; it runs the two reviews in parallel sub-agents · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · diagnosing-bugsA loop for hard bugs and slowdowns: reproduce, narrow down, find the cause Skillgithub.com/…/diagnosing-bugs None
What for
A loop for hard bugs and slowdowns: reproduce, narrow down, find the cause
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/diagnosing-bugs
Address
https://github.com/mattpocock/skills
Sign-up & keys
None
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · diagnosing-bugs — A loop for hard bugs and slowdowns: reproduce, narrow down, find the cause — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/diagnosing-bugs — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · tddTest-driven development: red, green, refactor, leaning on integration tests Skillgithub.com/…/tdd None; the STRIPE_KEY in its sample code is only an example, nothing to provide
What for
Test-driven development: red, green, refactor, leaning on integration tests
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/tdd
Address
https://github.com/mattpocock/skills
Sign-up & keys
None; the STRIPE_KEY in its sample code is only an example, nothing to provide
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · tdd — Test-driven development: red, green, refactor, leaning on integration tests — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/tdd — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None; the STRIPE_KEY in its sample code is only an example, nothing to provide · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · domain-modelingSharpens a project's domain model: shared terms, a glossary, architecture decision records Skillgithub.com/…/domain-modeling None
What for
Sharpens a project's domain model: shared terms, a glossary, architecture decision records
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/domain-modeling
Address
https://github.com/mattpocock/skills
Sign-up & keys
None
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · domain-modeling — Sharpens a project's domain model: shared terms, a glossary, architecture decision records — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/domain-modeling — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · prototypeBuilds a throwaway prototype to check a state model or what a UI should feel like Skillgithub.com/…/prototype None
What for
Builds a throwaway prototype to check a state model or what a UI should feel like
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/prototype
Address
https://github.com/mattpocock/skills
Sign-up & keys
None
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · prototype — Builds a throwaway prototype to check a state model or what a UI should feel like — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/prototype — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · codebase-designVocabulary for designing modules: deep modules, where seams go, code that is easy to test and navigate Skillgithub.com/…/codebase-design None
What for
Vocabulary for designing modules: deep modules, where seams go, code that is easy to test and navigate
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/codebase-design
Address
https://github.com/mattpocock/skills
Sign-up & keys
None
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · codebase-design — Vocabulary for designing modules: deep modules, where seams go, code that is easy to test and navigate — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/engineering/codebase-design — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None · not for: Skills others listed on NEXA → NEXA skills
Matt Pocock · grillingHas an AI question your plan or idea round after round until the gaps show Skillgithub.com/…/grilling None; grill-me in the same repo is just a shortcut to it
What for
Has an AI question your plan or idea round after round until the gaps show
Connect
Skillhttps://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/productivity/grilling
Address
https://github.com/mattpocock/skills
Sign-up & keys
None; grill-me in the same repo is just a shortcut to it
Not for
Skills others listed on NEXA → NEXA skills
Checked
2026-11-04
What your AI reads
- Matt Pocock · grilling — Has an AI question your plan or idea round after round until the gaps show — skill: https://github.com/mattpocock/skills/tree/49dd158d1076134a641b33efb035946536778336/skills/productivity/grilling — https://github.com/mattpocock/skills [2026-11-04] · sign-up & keys: None; grill-me in the same repo is just a shortcut to it · not for: Skills others listed on NEXA → NEXA skills
Lark official skills (lark-cli)OfficialLets an AI work in Lark/Feishu: messages, docs, Base, calendar, meetings, approvals Skillgithub.com/…/skills Needs a Lark/Feishu account and sign-in; install Node.js and lark-cli first
What for
Lets an AI work in Lark/Feishu: messages, docs, Base, calendar, meetings, approvals
Connect
Skillhttps://github.com/larksuite/cli/tree/017b19a793ad71794a02887ede04757f3d82e10d/skills
Address
https://github.com/larksuite/cli
Sign-up & keys
Needs a Lark/Feishu account and sign-in; install Node.js and lark-cli first
Not for
Not on Lark/Feishu → your own office suite's tools
Checked
2026-11-04
What your AI reads
- Lark official skills (lark-cli) — Lets an AI work in Lark/Feishu: messages, docs, Base, calendar, meetings, approvals — skill: https://github.com/larksuite/cli/tree/017b19a793ad71794a02887ede04757f3d82e10d/skills — https://github.com/larksuite/cli [official · 2026-11-04] · sign-up & keys: Needs a Lark/Feishu account and sign-in; install Node.js and lark-cli first · not for: Not on Lark/Feishu → your own office suite's tools
Context7OfficialUp-to-date library and framework docs for your AI to read MCPmcp.context7.com/mcp Works without a key; a key raises the limits
What for
Up-to-date library and framework docs for your AI to read
Connect
MCPhttps://mcp.context7.com/mcp
Address
https://context7.com
Sign-up & keys
Works without a key; a key raises the limits
Not for
Anything other than code docs → ordinary search
Checked
2026-11-04
What your AI reads
- Context7 — Up-to-date library and framework docs for your AI to read — mcp: https://mcp.context7.com/mcp — https://context7.com [official · 2026-11-04] · sign-up & keys: Works without a key; a key raises the limits · not for: Anything other than code docs → ordinary search
Playwright MCPOfficialLets your AI drive a browser: click, fill forms, take screenshots MCPnpx -y @playwright/mcp@0.0.83 None
What for
Lets your AI drive a browser: click, fill forms, take screenshots
Connect
MCPnpx -y @playwright/mcp@0.0.83
Address
https://github.com/microsoft/playwright-mcp
Sign-up & keys
None
Not for
Only reading page text → Jina Reader
Checked
2026-11-04
What your AI reads
- Playwright MCP — Lets your AI drive a browser: click, fill forms, take screenshots — mcp: npx -y @playwright/mcp@0.0.83 — https://github.com/microsoft/playwright-mcp [official · 2026-11-04] · sign-up & keys: None · not for: Only reading page text → Jina Reader
GitHub MCP ServerOfficialLets your AI work with GitHub: repositories, issues, pull requests MCPapi.githubcopilot.com/mcp/ GitHub sign-in or token
What for
Lets your AI work with GitHub: repositories, issues, pull requests
Connect
MCPhttps://api.githubcopilot.com/mcp/
Address
https://github.com/github/github-mcp-server
Sign-up & keys
GitHub sign-in or token
Not for
Finding projects and peers → GitHub search
Checked
2026-11-04
What your AI reads
- GitHub MCP Server — Lets your AI work with GitHub: repositories, issues, pull requests — mcp: https://api.githubcopilot.com/mcp/ — https://github.com/github/github-mcp-server [official · 2026-11-04] · sign-up & keys: GitHub sign-in or token · not for: Finding projects and peers → GitHub search
Jina ReaderOfficialTurns a web page into clean text for an AI to read APIr.jina.ai/<url> Works without a key; a key raises the limits
What for
Turns a web page into clean text for an AI to read
Connect
APIhttps://r.jina.ai/<url>
Address
https://jina.ai/reader
Sign-up & keys
Works without a key; a key raises the limits
Not for
Pages that need sign-in or clicks → Playwright MCP
Checked
2026-11-04
What your AI reads
- Jina Reader — Turns a web page into clean text for an AI to read — api: https://r.jina.ai/<url> — https://jina.ai/reader [official · 2026-11-04] · sign-up & keys: Works without a key; a key raises the limits · not for: Pages that need sign-in or clicks → Playwright MCP
DeepL APIOfficialMachine translation API for text and whole documents (Word, PDF, PowerPoint) in 30+ languages, with natural wording APIPOST api-free.deepl.com/…/translate DeepL account and API key; the free plan covers 500,000 characters a month, paid plans use api.deepl.com
What for
Machine translation API for text and whole documents (Word, PDF, PowerPoint) in 30+ languages, with natural wording
Connect
APIPOST https://api-free.deepl.com/v2/translate
Address
https://developers.deepl.com/docs
Sign-up & keys
DeepL account and API key; the free plan covers 500,000 characters a month, paid plans use api.deepl.com
Not for
Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Checked
2026-11-04
What your AI reads
- DeepL API — Machine translation API for text and whole documents (Word, PDF, PowerPoint) in 30+ languages, with natural wording — api: POST https://api-free.deepl.com/v2/translate — https://developers.deepl.com/docs [official · 2026-11-04] · sign-up & keys: DeepL account and API key; the free plan covers 500,000 characters a month, paid plans use api.deepl.com · not for: Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Google Cloud TranslationOfficialGoogle's machine translation API: 100+ languages, suited to large volumes and less common languages APIPOST translation.googleapis.com/…/v2 A Google Cloud project with billing and an API key; the first 500,000 characters a month are free
What for
Google's machine translation API: 100+ languages, suited to large volumes and less common languages
Connect
APIPOST https://translation.googleapis.com/language/translate/v2
Address
https://cloud.google.com/translate
Sign-up & keys
A Google Cloud project with billing and an API key; the first 500,000 characters a month are free
Not for
Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Checked
2026-11-04
What your AI reads
- Google Cloud Translation — Google's machine translation API: 100+ languages, suited to large volumes and less common languages — api: POST https://translation.googleapis.com/language/translate/v2 — https://cloud.google.com/translate [official · 2026-11-04] · sign-up & keys: A Google Cloud project with billing and an API key; the first 500,000 characters a month are free · not for: Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Baidu Translate APIOfficialBaidu's machine translation API: Chinese to and from many languages, reliable from mainland China APIfanyi-api.baidu.com/…/translate Baidu account with an APP ID and secret key; requests are signed; a free quota applies (see the site)
What for
Baidu's machine translation API: Chinese to and from many languages, reliable from mainland China
Connect
APIhttps://fanyi-api.baidu.com/api/trans/vip/translate
Address
https://fanyi-api.baidu.com
Sign-up & keys
Baidu account with an APP ID and secret key; requests are signed; a free quota applies (see the site)
Not for
Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Checked
2026-11-04
What your AI reads
- Baidu Translate API — Baidu's machine translation API: Chinese to and from many languages, reliable from mainland China — api: https://fanyi-api.baidu.com/api/trans/vip/translate — https://fanyi-api.baidu.com [official · 2026-11-04] · sign-up & keys: Baidu account with an APP ID and secret key; requests are signed; a free quota applies (see the site) · not for: Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Youdao Translation APIOfficialNetEase Youdao's machine translation API: Chinese, English and many other languages APIopenapi.youdao.com/api Youdao AI Cloud account with an app ID and key; requests are signed; billed per character
What for
NetEase Youdao's machine translation API: Chinese, English and many other languages
Connect
APIhttps://openapi.youdao.com/api
Address
https://ai.youdao.com
Sign-up & keys
Youdao AI Cloud account with an app ID and key; requests are signed; billed per character
Not for
Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
Checked
2026-11-04
What your AI reads
- Youdao Translation API — NetEase Youdao's machine translation API: Chinese, English and many other languages — api: https://openapi.youdao.com/api — https://ai.youdao.com [official · 2026-11-04] · sign-up & keys: Youdao AI Cloud account with an app ID and key; requests are signed; billed per character · not for: Human translation, proofreading or certified translations → Upwork, or post a request on NEXA
FirecrawlOfficialAPI for crawling whole sites and extracting structured data APIPOST api.firecrawl.dev/v1/scrape API key needed
What for
API for crawling whole sites and extracting structured data
Connect
APIPOST https://api.firecrawl.dev/v1/scrape
Address
https://www.firecrawl.dev
Sign-up & keys
API key needed
Not for
Reading a single page → Jina Reader
Checked
2026-11-04
What your AI reads
- Firecrawl — API for crawling whole sites and extracting structured data — api: POST https://api.firecrawl.dev/v1/scrape — https://www.firecrawl.dev [official · 2026-11-04] · sign-up & keys: API key needed · not for: Reading a single page → Jina Reader
ExaOfficialA web search API built for AI APIPOST api.exa.ai/search API key needed
What for
A web search API built for AI
Connect
APIPOST https://api.exa.ai/search
Address
https://exa.ai
Sign-up & keys
API key needed
Not for
Finding a person who must agree → NEXA
Checked
2026-11-04
What your AI reads
- Exa — A web search API built for AI — api: POST https://api.exa.ai/search — https://exa.ai [official · 2026-11-04] · sign-up & keys: API key needed · not for: Finding a person who must agree → NEXA
TavilyOfficialSearch and page extraction API built for AI APIPOST api.tavily.com/search API key needed
What for
Search and page extraction API built for AI
Connect
APIPOST https://api.tavily.com/search
Address
https://tavily.com
Sign-up & keys
API key needed
Not for
Scholarly literature → OpenAlex
Checked
2026-11-04
What your AI reads
- Tavily — Search and page extraction API built for AI — api: POST https://api.tavily.com/search — https://tavily.com [official · 2026-11-04] · sign-up & keys: API key needed · not for: Scholarly literature → OpenAlex
Zapier MCPOfficialLets your AI act in thousands of apps through Zapier: sheets, email, calendars MCPmcp.zapier.com Zapier account; make your own MCP address at mcp.zapier.com; billed per action
What for
Lets your AI act in thousands of apps through Zapier: sheets, email, calendars
Connect
MCPhttps://mcp.zapier.com
Address
https://zapier.com/mcp
Sign-up & keys
Zapier account; make your own MCP address at mcp.zapier.com; billed per action
Not for
Want to host it yourself → n8n
Checked
2026-11-04
What your AI reads
- Zapier MCP — Lets your AI act in thousands of apps through Zapier: sheets, email, calendars — mcp: https://mcp.zapier.com — https://zapier.com/mcp [official · 2026-11-04] · sign-up & keys: Zapier account; make your own MCP address at mcp.zapier.com; billed per action · not for: Want to host it yourself → n8n
Notion MCPOfficialNotion's official MCP: lets your AI search, read and write your Notion pages and databases MCPmcp.notion.com/mcp Notion account; authorise on first connection
What for
Notion's official MCP: lets your AI search, read and write your Notion pages and databases
Connect
MCPhttps://mcp.notion.com/mcp
Address
https://developers.notion.com/docs/mcp
Sign-up & keys
Notion account; authorise on first connection
Not for
Team editing in Lark → Lark official skills
Checked
2026-11-04
What your AI reads
- Notion MCP — Notion's official MCP: lets your AI search, read and write your Notion pages and databases — mcp: https://mcp.notion.com/mcp — https://developers.notion.com/docs/mcp [official · 2026-11-04] · sign-up & keys: Notion account; authorise on first connection · not for: Team editing in Lark → Lark official skills
Stripe MCPOfficialStripe's official MCP: lets your AI look up and create customers, payment links, subscriptions, refunds MCPmcp.stripe.com Stripe account and a restricted key
What for
Stripe's official MCP: lets your AI look up and create customers, payment links, subscriptions, refunds
Connect
MCPhttps://mcp.stripe.com
Address
https://docs.stripe.com/mcp
Sign-up & keys
Stripe account and a restricted key
Not for
Payments in China → WeChat Pay or Alipay merchant platforms
Checked
2026-11-04
What your AI reads
- Stripe MCP — Stripe's official MCP: lets your AI look up and create customers, payment links, subscriptions, refunds — mcp: https://mcp.stripe.com — https://docs.stripe.com/mcp [official · 2026-11-04] · sign-up & keys: Stripe account and a restricted key · not for: Payments in China → WeChat Pay or Alipay merchant platforms
Cloudflare MCPOfficialCloudflare's official MCP servers: let your AI manage Workers, storage, DNS and more, or search the docs MCPbindings.mcp.cloudflare.com/mcp Cloudflare account; authorise on first connection
What for
Cloudflare's official MCP servers: let your AI manage Workers, storage, DNS and more, or search the docs
Connect
MCPhttps://bindings.mcp.cloudflare.com/mcp
Address
https://developers.cloudflare.com/agents/model-context-protocol/
Sign-up & keys
Cloudflare account; authorise on first connection
Not for
Not on Cloudflare → your cloud provider's own tools
Checked
2026-11-04
What your AI reads
- Cloudflare MCP — Cloudflare's official MCP servers: let your AI manage Workers, storage, DNS and more, or search the docs — mcp: https://bindings.mcp.cloudflare.com/mcp — https://developers.cloudflare.com/agents/model-context-protocol/ [official · 2026-11-04] · sign-up & keys: Cloudflare account; authorise on first connection · not for: Not on Cloudflare → your cloud provider's own tools
Sentry MCPOfficialSentry's official MCP: lets your AI look into production errors, stack traces and performance issues MCPmcp.sentry.dev/mcp Sentry account; authorise on first connection
What for
Sentry's official MCP: lets your AI look into production errors, stack traces and performance issues
Connect
MCPhttps://mcp.sentry.dev/mcp
Address
https://docs.sentry.io/product/sentry-mcp/
Sign-up & keys
Sentry account; authorise on first connection
Not for
Local debugging → Playwright MCP
Checked
2026-11-04
What your AI reads
- Sentry MCP — Sentry's official MCP: lets your AI look into production errors, stack traces and performance issues — mcp: https://mcp.sentry.dev/mcp — https://docs.sentry.io/product/sentry-mcp/ [official · 2026-11-04] · sign-up & keys: Sentry account; authorise on first connection · not for: Local debugging → Playwright MCP
Figma MCPOfficialFigma's official MCP: lets your AI read a design's structure, styles and variables to write front-end code from it MCPmcp.figma.com/mcp Figma account; some features need a paid seat
What for
Figma's official MCP: lets your AI read a design's structure, styles and variables to write front-end code from it
Connect
MCPhttps://mcp.figma.com/mcp
Address
https://help.figma.com/hc/en-us/articles/32132100833559
Sign-up & keys
Figma account; some features need a paid seat
Not for
A person to do the design → 99designs
Checked
2026-11-04
What your AI reads
- Figma MCP — Figma's official MCP: lets your AI read a design's structure, styles and variables to write front-end code from it — mcp: https://mcp.figma.com/mcp — https://help.figma.com/hc/en-us/articles/32132100833559 [official · 2026-11-04] · sign-up & keys: Figma account; some features need a paid seat · not for: A person to do the design → 99designs
Atlassian Remote MCPOfficialAtlassian's official MCP: lets your AI read and update Jira issues and Confluence pages MCPmcp.atlassian.com/v1/mcp Atlassian Cloud account; authorise on first connection
What for
Atlassian's official MCP: lets your AI read and update Jira issues and Confluence pages
Connect
MCPhttps://mcp.atlassian.com/v1/mcp
Address
https://www.atlassian.com/platform/remote-mcp-server
Sign-up & keys
Atlassian Cloud account; authorise on first connection
Not for
Code and PRs → GitHub MCP Server
Checked
2026-11-04
What your AI reads
- Atlassian Remote MCP — Atlassian's official MCP: lets your AI read and update Jira issues and Confluence pages — mcp: https://mcp.atlassian.com/v1/mcp — https://www.atlassian.com/platform/remote-mcp-server [official · 2026-11-04] · sign-up & keys: Atlassian Cloud account; authorise on first connection · not for: Code and PRs → GitHub MCP Server
Amap MCPOfficialAmap's official MCP: lets your AI look up places, routes, distances and weather with map data for China MCPmcp.amap.com/mcp?key=<key> An Amap open-platform key (free for individuals)
What for
Amap's official MCP: lets your AI look up places, routes, distances and weather with map data for China
Connect
MCPhttps://mcp.amap.com/mcp?key=<key>
Address
https://lbs.amap.com/api/mcp-server/summary
Sign-up & keys
An Amap open-platform key (free for individuals)
Not for
Places outside China → Google Maps
Checked
2026-11-04
What your AI reads
- Amap MCP — Amap's official MCP: lets your AI look up places, routes, distances and weather with map data for China — mcp: https://mcp.amap.com/mcp?key=<key> — https://lbs.amap.com/api/mcp-server/summary [official · 2026-11-04] · sign-up & keys: An Amap open-platform key (free for individuals) · not for: Places outside China → Google Maps
Baidu Maps MCPOfficialBaidu Maps' official MCP: lets your AI search places, plan routes and geocode with map data for China MCPmcp.map.baidu.com/mcp?ak=<ak> A Baidu Maps open-platform AK
What for
Baidu Maps' official MCP: lets your AI search places, plan routes and geocode with map data for China
Connect
MCPhttps://mcp.map.baidu.com/mcp?ak=<ak>
Address
https://lbsyun.baidu.com/faq/api?title=mcpserver/base
Sign-up & keys
A Baidu Maps open-platform AK
Not for
Places outside China → Google Maps
Checked
2026-11-04
What your AI reads
- Baidu Maps MCP — Baidu Maps' official MCP: lets your AI search places, plan routes and geocode with map data for China — mcp: https://mcp.map.baidu.com/mcp?ak=<ak> — https://lbsyun.baidu.com/faq/api?title=mcpserver/base [official · 2026-11-04] · sign-up & keys: A Baidu Maps open-platform AK · not for: Places outside China → Google Maps
02

Information and data

Datasets, papers, statistics

Hugging Face Datasets Official Recommended

Open machine-learning datasets you can load straight from a library

Connect
APIpip install datasets; datasets.load_dataset("<name>")
Sign-up & keys
None for public data; private or gated data needs an HF token
Not for
Official statistics → World Bank and other official sources
What your AI readschecked 2026-11-04
- Hugging Face Datasets — Open machine-learning datasets you can load straight from a library — api: pip install datasets; datasets.load_dataset("<name>") — https://huggingface.co/datasets [recommended · official · 2026-11-04] · sign-up & keys: None for public data; private or gated data needs an HF token · not for: Official statistics → World Bank and other official sources
Kaggle Datasets Official Alternative

Community datasets of every kind, with notebooks that analyse them

Connect
CLIpip install kaggle; kaggle datasets download -d <owner/name>
Sign-up & keys
Kaggle account and API token
Not for
Data with a traceable official source → official statistics
What your AI readschecked 2026-11-04
- Kaggle Datasets — Community datasets of every kind, with notebooks that analyse them — cli: pip install kaggle; kaggle datasets download -d <owner/name> — https://www.kaggle.com/datasets [alternative · official · 2026-11-04] · sign-up & keys: Kaggle account and API token · not for: Data with a traceable official source → official statistics
Google Dataset SearchOfficialSearch public datasets across the web Webdatasetsearch.research.google.com None
What for
Search public datasets across the web
Connect
Webhttps://datasetsearch.research.google.com
Address
https://datasetsearch.research.google.com
Sign-up & keys
None
Not for
Loading straight into code → Hugging Face Datasets
Checked
2026-11-04
What your AI reads
- Google Dataset Search — Search public datasets across the web — web: https://datasetsearch.research.google.com [official · 2026-11-04] · sign-up & keys: None · not for: Loading straight into code → Hugging Face Datasets
arXivOfficialPreprints in physics, mathematics, computer science and more APIexport.arxiv.org/…/query?… None; keep requests slow
What for
Preprints in physics, mathematics, computer science and more
Connect
APIhttps://export.arxiv.org/api/query?search_query=<terms>
Address
https://arxiv.org
Sign-up & keys
None; keep requests slow
Not for
Citations and search across sources → OpenAlex
Checked
2026-11-04
What your AI reads
- arXiv — Preprints in physics, mathematics, computer science and more — api: https://export.arxiv.org/api/query?search_query=<terms> — https://arxiv.org [official · 2026-11-04] · sign-up & keys: None; keep requests slow · not for: Citations and search across sources → OpenAlex
OpenAlexOfficialOpen catalogue of scholarly works, authors, institutions and citations APIapi.openalex.org/works?… None; adding your email to requests gets faster service
What for
Open catalogue of scholarly works, authors, institutions and citations
Connect
APIhttps://api.openalex.org/works?search=<terms>
Address
https://openalex.org
Sign-up & keys
None; adding your email to requests gets faster service
Not for
Full text → the publisher or arXiv
Checked
2026-11-04
What your AI reads
- OpenAlex — Open catalogue of scholarly works, authors, institutions and citations — api: https://api.openalex.org/works?search=<terms> — https://openalex.org [official · 2026-11-04] · sign-up & keys: None; adding your email to requests gets faster service · not for: Full text → the publisher or arXiv
Semantic Scholar APIOfficialAPI for paper search, abstracts and citation graphs APIapi.semanticscholar.org/…/search?… Works without a key; a key raises the limits
What for
API for paper search, abstracts and citation graphs
Connect
APIhttps://api.semanticscholar.org/graph/v1/paper/search?query=<terms>
Address
https://www.semanticscholar.org/product/api
Sign-up & keys
Works without a key; a key raises the limits
Not for
Non-academic material → ordinary web search
Checked
2026-11-04
What your AI reads
- Semantic Scholar API — API for paper search, abstracts and citation graphs — api: https://api.semanticscholar.org/graph/v1/paper/search?query=<terms> — https://www.semanticscholar.org/product/api [official · 2026-11-04] · sign-up & keys: Works without a key; a key raises the limits · not for: Non-academic material → ordinary web search
World Bank Open DataOfficialEconomic, population and development indicators by country APIapi.worldbank.org/…/<id>?… None
What for
Economic, population and development indicators by country
Connect
APIhttps://api.worldbank.org/v2/country/<code>/indicator/<id>?format=json
Address
https://data.worldbank.org
Sign-up & keys
None
Not for
Detailed statistics for China → National Bureau of Statistics
Checked
2026-11-04
What your AI reads
- World Bank Open Data — Economic, population and development indicators by country — api: https://api.worldbank.org/v2/country/<code>/indicator/<id>?format=json — https://data.worldbank.org [official · 2026-11-04] · sign-up & keys: None · not for: Detailed statistics for China → National Bureau of Statistics
Show the other 9
National Bureau of Statistics of ChinaOfficialOfficial statistics for China: economy, population, prices, regions Webdata.stats.gov.cn None
What for
Official statistics for China: economy, population, prices, regions
Connect
Webhttps://data.stats.gov.cn
Address
https://data.stats.gov.cn
Sign-up & keys
None
Not for
Comparing countries → World Bank Open Data
Checked
2026-11-04
What your AI reads
- National Bureau of Statistics of China — Official statistics for China: economy, population, prices, regions — web: https://data.stats.gov.cn [official · 2026-11-04] · sign-up & keys: None · not for: Comparing countries → World Bank Open Data
OECD Data ExplorerOfficialOfficial OECD statistics on economy, education, jobs and taxes, with an SDMX API APIsdmx.oecd.org/…/<dataflow> None
What for
Official OECD statistics on economy, education, jobs and taxes, with an SDMX API
Connect
APIhttps://sdmx.oecd.org/public/rest/data/<dataflow>
Address
https://data-explorer.oecd.org
Sign-up & keys
None
Not for
Data on mainland China → National Bureau of Statistics
Checked
2026-11-04
What your AI reads
- OECD Data Explorer — Official OECD statistics on economy, education, jobs and taxes, with an SDMX API — api: https://sdmx.oecd.org/public/rest/data/<dataflow> — https://data-explorer.oecd.org [official · 2026-11-04] · sign-up & keys: None · not for: Data on mainland China → National Bureau of Statistics
EurostatOfficialThe EU's official statistics office: population, economy, trade and energy data for EU countries, with an API APIec.europa.eu/…/<dataset> None
What for
The EU's official statistics office: population, economy, trade and energy data for EU countries, with an API
Connect
APIhttps://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/<dataset>
Address
https://ec.europa.eu/eurostat/data/database
Sign-up & keys
None
Not for
Comparing countries worldwide → World Bank Open Data
Checked
2026-11-04
What your AI reads
- Eurostat — The EU's official statistics office: population, economy, trade and energy data for EU countries, with an API — api: https://ec.europa.eu/eurostat/api/dissemination/statistics/1.0/data/<dataset> — https://ec.europa.eu/eurostat/data/database [official · 2026-11-04] · sign-up & keys: None · not for: Comparing countries worldwide → World Bank Open Data
Data.govOfficialThe US government's open data catalog: datasets from federal and state agencies Webcatalog.data.gov/dataset?… None to browse; some APIs need an api.data.gov key
What for
The US government's open data catalog: datasets from federal and state agencies
Connect
Webhttps://catalog.data.gov/dataset?q=<terms>
Address
https://data.gov
Sign-up & keys
None to browse; some APIs need an api.data.gov key
Not for
Data outside the US → World Bank Open Data
Checked
2026-11-04
What your AI reads
- Data.gov — The US government's open data catalog: datasets from federal and state agencies — web: https://catalog.data.gov/dataset?q=<terms> — https://data.gov [official · 2026-11-04] · sign-up & keys: None to browse; some APIs need an api.data.gov key · not for: Data outside the US → World Bank Open Data
PubMedOfficialThe US National Library of Medicine's biomedical literature database, over 30 million abstracts, with an API APIeutils.ncbi.nlm.nih.gov/…/esearch.fcgi?… None; a key raises the limits
What for
The US National Library of Medicine's biomedical literature database, over 30 million abstracts, with an API
Connect
APIhttps://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=<terms>
Address
https://pubmed.ncbi.nlm.nih.gov
Sign-up & keys
None; a key raises the limits
Not for
Seeing a doctor → find a doctor, not papers
Checked
2026-11-04
What your AI reads
- PubMed — The US National Library of Medicine's biomedical literature database, over 30 million abstracts, with an API — api: https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=<terms> — https://pubmed.ncbi.nlm.nih.gov [official · 2026-11-04] · sign-up & keys: None; a key raises the limits · not for: Seeing a doctor → find a doctor, not papers
WikidataOfficialWikimedia's structured knowledge base: facts about people, places and organisations, queryable with SPARQL APIquery.wikidata.org/sparql None
What for
Wikimedia's structured knowledge base: facts about people, places and organisations, queryable with SPARQL
Connect
APIhttps://query.wikidata.org/sparql
Address
https://www.wikidata.org
Sign-up & keys
None
Not for
Latest news → ordinary web search
Checked
2026-11-04
What your AI reads
- Wikidata — Wikimedia's structured knowledge base: facts about people, places and organisations, queryable with SPARQL — api: https://query.wikidata.org/sparql — https://www.wikidata.org [official · 2026-11-04] · sign-up & keys: None · not for: Latest news → ordinary web search
Our World in DataOfficialGlobal data and charts maintained by an Oxford-based team: health, population, energy, climate, poverty; every chart downloads as CSV APIourworldindata.org/…/<chart>.csv None
What for
Global data and charts maintained by an Oxford-based team: health, population, energy, climate, poverty; every chart downloads as CSV
Connect
APIhttps://ourworldindata.org/grapher/<chart>.csv
Address
https://ourworldindata.org
Sign-up & keys
None
Not for
Need the original statistical definitions → national statistics offices or the World Bank
Checked
2026-11-04
What your AI reads
- Our World in Data — Global data and charts maintained by an Oxford-based team: health, population, energy, climate, poverty; every chart downloads as CSV — api: https://ourworldindata.org/grapher/<chart>.csv — https://ourworldindata.org [official · 2026-11-04] · sign-up & keys: None · not for: Need the original statistical definitions → national statistics offices or the World Bank
UNdataOfficialCountry statistics compiled by the UN Statistics Division: population, economy, society, environment Webdata.un.org None
What for
Country statistics compiled by the UN Statistics Division: population, economy, society, environment
Connect
Webhttps://data.un.org
Address
https://data.un.org
Sign-up & keys
None
Not for
An easy API and charts → Our World in Data
Checked
2026-11-04
What your AI reads
- UNdata — Country statistics compiled by the UN Statistics Division: population, economy, society, environment — web: https://data.un.org [official · 2026-11-04] · sign-up & keys: None · not for: An easy API and charts → Our World in Data
CNKIOfficialThe largest Chinese academic literature database: journals, theses, conference papers Webcnki.net None to search; full text needs an institutional or paid account
What for
The largest Chinese academic literature database: journals, theses, conference papers
Connect
Webhttps://www.cnki.net
Address
https://www.cnki.net
Sign-up & keys
None to search; full text needs an institutional or paid account
Not for
English-language papers → OpenAlex or Semantic Scholar
Checked
2026-11-04
What your AI reads
- CNKI — The largest Chinese academic literature database: journals, theses, conference papers — web: https://www.cnki.net [official · 2026-11-04] · sign-up & keys: None to search; full text needs an institutional or paid account · not for: English-language papers → OpenAlex or Semantic Scholar
03

Models and compute

Model APIs, local models, GPUs

OpenRouter Official Recommended

One OpenAI-compatible API for models from many providers, pay as you go

Connect
APIopenrouter.ai/api/v1
Sign-up & keys
API key and credit needed
Not for
Fully local, data never leaves the computer → Ollama
What your AI readschecked 2026-11-04
- OpenRouter — One OpenAI-compatible API for models from many providers, pay as you go — api: https://openrouter.ai/api/v1 — https://openrouter.ai [recommended · official · 2026-11-04] · sign-up & keys: API key and credit needed · not for: Fully local, data never leaves the computer → Ollama
Ollama Official Alternative

Run open models on your own computer

Connect
CLIollama run <model>
Sign-up & keys
None
Not for
Computer too small or need the strongest models → OpenRouter
What your AI readschecked 2026-11-04
- Ollama — Run open models on your own computer — cli: ollama run <model> — https://ollama.com [alternative · official · 2026-11-04] · sign-up & keys: None · not for: Computer too small or need the strongest models → OpenRouter
SiliconFlowOfficialA model API platform in China for open models, OpenAI-compatible APIapi.siliconflow.cn/v1 API key needed
What for
A model API platform in China for open models, OpenAI-compatible
Connect
APIhttps://api.siliconflow.cn/v1
Address
https://siliconflow.cn
Sign-up & keys
API key needed
Not for
Outside China → OpenRouter
Checked
2026-11-04
What your AI reads
- SiliconFlow — A model API platform in China for open models, OpenAI-compatible — api: https://api.siliconflow.cn/v1 — https://siliconflow.cn [official · 2026-11-04] · sign-up & keys: API key needed · not for: Outside China → OpenRouter
ReplicateOfficialRun image, video, speech and other open models per call APIapi.replicate.com/v1 API token needed
What for
Run image, video, speech and other open models per call
Connect
APIhttps://api.replicate.com/v1
Address
https://replicate.com
Sign-up & keys
API token needed
Not for
Text LLMs only → OpenRouter
Checked
2026-11-04
What your AI reads
- Replicate — Run image, video, speech and other open models per call — api: https://api.replicate.com/v1 — https://replicate.com [official · 2026-11-04] · sign-up & keys: API token needed · not for: Text LLMs only → OpenRouter
RunPodOfficialRent GPUs by the hour for training or inference Webrunpod.io Account and credit needed
What for
Rent GPUs by the hour for training or inference
Connect
Webhttps://www.runpod.io
Address
https://www.runpod.io
Sign-up & keys
Account and credit needed
Not for
Only calling ready models → OpenRouter
Checked
2026-11-04
What your AI reads
- RunPod — Rent GPUs by the hour for training or inference — web: https://www.runpod.io [official · 2026-11-04] · sign-up & keys: Account and credit needed · not for: Only calling ready models → OpenRouter
Vast.aiOfficialA GPU rental marketplace, usually cheaper Webvast.ai Account and credit needed
What for
A GPU rental marketplace, usually cheaper
Connect
Webhttps://vast.ai
Address
https://vast.ai
Sign-up & keys
Account and credit needed
Not for
Need a steadier managed service → RunPod
Checked
2026-11-04
What your AI reads
- Vast.ai — A GPU rental marketplace, usually cheaper — web: https://vast.ai [official · 2026-11-04] · sign-up & keys: Account and credit needed · not for: Need a steadier managed service → RunPod
OpenAI APIOfficialOpenAI's official API: GPT models, images, speech and embeddings APIapi.openai.com/v1 API key and credit needed
What for
OpenAI's official API: GPT models, images, speech and embeddings
Connect
APIhttps://api.openai.com/v1
Address
https://platform.openai.com
Sign-up & keys
API key and credit needed
Not for
One API for many providers → OpenRouter
Checked
2026-11-04
What your AI reads
- OpenAI API — OpenAI's official API: GPT models, images, speech and embeddings — api: https://api.openai.com/v1 — https://platform.openai.com [official · 2026-11-04] · sign-up & keys: API key and credit needed · not for: One API for many providers → OpenRouter
Show the other 11
Claude APIOfficialAnthropic's official API for the Claude models APIapi.anthropic.com/v1 API key and credit needed
What for
Anthropic's official API for the Claude models
Connect
APIhttps://api.anthropic.com/v1
Address
https://console.anthropic.com
Sign-up & keys
API key and credit needed
Not for
One API for many providers → OpenRouter
Checked
2026-11-04
What your AI reads
- Claude API — Anthropic's official API for the Claude models — api: https://api.anthropic.com/v1 — https://console.anthropic.com [official · 2026-11-04] · sign-up & keys: API key and credit needed · not for: One API for many providers → OpenRouter
Gemini APIOfficialGoogle's official API for the Gemini models, multimodal and long-context, with a free tier APIgenerativelanguage.googleapis.com/v1beta An API key from Google AI Studio
What for
Google's official API for the Gemini models, multimodal and long-context, with a free tier
Connect
APIhttps://generativelanguage.googleapis.com/v1beta
Address
https://ai.google.dev
Sign-up & keys
An API key from Google AI Studio
Not for
One API for many providers → OpenRouter
Checked
2026-11-04
What your AI reads
- Gemini API — Google's official API for the Gemini models, multimodal and long-context, with a free tier — api: https://generativelanguage.googleapis.com/v1beta — https://ai.google.dev [official · 2026-11-04] · sign-up & keys: An API key from Google AI Studio · not for: One API for many providers → OpenRouter
DeepSeek PlatformOfficialDeepSeek's official API: chat and reasoning models, OpenAI-compatible, low prices APIapi.deepseek.com API key and credit needed
What for
DeepSeek's official API: chat and reasoning models, OpenAI-compatible, low prices
Connect
APIhttps://api.deepseek.com
Address
https://platform.deepseek.com
Sign-up & keys
API key and credit needed
Not for
Fully local → Ollama
Checked
2026-11-04
What your AI reads
- DeepSeek Platform — DeepSeek's official API: chat and reasoning models, OpenAI-compatible, low prices — api: https://api.deepseek.com — https://platform.deepseek.com [official · 2026-11-04] · sign-up & keys: API key and credit needed · not for: Fully local → Ollama
Kimi PlatformOfficialMoonshot AI's official API: Kimi models, long context, OpenAI-compatible APIapi.moonshot.cn/v1 API key and credit needed
What for
Moonshot AI's official API: Kimi models, long context, OpenAI-compatible
Connect
APIhttps://api.moonshot.cn/v1
Address
https://platform.moonshot.cn
Sign-up & keys
API key and credit needed
Not for
One API for many providers → OpenRouter
Checked
2026-11-04
What your AI reads
- Kimi Platform — Moonshot AI's official API: Kimi models, long context, OpenAI-compatible — api: https://api.moonshot.cn/v1 — https://platform.moonshot.cn [official · 2026-11-04] · sign-up & keys: API key and credit needed · not for: One API for many providers → OpenRouter
Zhipu AI Open PlatformOfficialZhipu AI's official API: GLM models, including vision and embeddings APIopen.bigmodel.cn/api/paas/v4 API key; new users get a free quota
What for
Zhipu AI's official API: GLM models, including vision and embeddings
Connect
APIhttps://open.bigmodel.cn/api/paas/v4
Address
https://open.bigmodel.cn
Sign-up & keys
API key; new users get a free quota
Not for
Fully local → Ollama
Checked
2026-11-04
What your AI reads
- Zhipu AI Open Platform — Zhipu AI's official API: GLM models, including vision and embeddings — api: https://open.bigmodel.cn/api/paas/v4 — https://open.bigmodel.cn [official · 2026-11-04] · sign-up & keys: API key; new users get a free quota · not for: Fully local → Ollama
Volcano Engine ArkOfficialByteDance Volcano Engine's model platform: APIs and inference for Doubao and other models APIark.cn-beijing.volces.com/api/v3 Volcano Engine account and API key
What for
ByteDance Volcano Engine's model platform: APIs and inference for Doubao and other models
Connect
APIhttps://ark.cn-beijing.volces.com/api/v3
Address
https://www.volcengine.com/product/ark
Sign-up & keys
Volcano Engine account and API key
Not for
Servers outside China → OpenRouter
Checked
2026-11-04
What your AI reads
- Volcano Engine Ark — ByteDance Volcano Engine's model platform: APIs and inference for Doubao and other models — api: https://ark.cn-beijing.volces.com/api/v3 — https://www.volcengine.com/product/ark [official · 2026-11-04] · sign-up & keys: Volcano Engine account and API key · not for: Servers outside China → OpenRouter
Amazon BedrockOfficialAWS's managed model service: Claude, Llama, Mistral and more from one account, data stays in AWS APIpip install boto3 AWS account; paid by usage
What for
AWS's managed model service: Claude, Llama, Mistral and more from one account, data stays in AWS
Connect
APIpip install boto3
Address
https://aws.amazon.com/bedrock/
Sign-up & keys
AWS account; paid by usage
Not for
Small personal projects → OpenRouter
Checked
2026-11-04
What your AI reads
- Amazon Bedrock — AWS's managed model service: Claude, Llama, Mistral and more from one account, data stays in AWS — api: pip install boto3 — https://aws.amazon.com/bedrock/ [official · 2026-11-04] · sign-up & keys: AWS account; paid by usage · not for: Small personal projects → OpenRouter
Azure AI FoundryOfficialMicrosoft Azure's model platform: enterprise deployment of OpenAI and other models, evaluation and Agent services Webai.azure.com Azure account; paid by usage
What for
Microsoft Azure's model platform: enterprise deployment of OpenAI and other models, evaluation and Agent services
Connect
Webhttps://ai.azure.com
Address
https://ai.azure.com
Sign-up & keys
Azure account; paid by usage
Not for
Small personal projects → OpenRouter
Checked
2026-11-04
What your AI reads
- Azure AI Foundry — Microsoft Azure's model platform: enterprise deployment of OpenAI and other models, evaluation and Agent services — web: https://ai.azure.com [official · 2026-11-04] · sign-up & keys: Azure account; paid by usage · not for: Small personal projects → OpenRouter
Mistral AIOfficialMistral AI's official API for its models, several also with open weights APIapi.mistral.ai/v1 API key needed
What for
Mistral AI's official API for its models, several also with open weights
Connect
APIhttps://api.mistral.ai/v1
Address
https://console.mistral.ai
Sign-up & keys
API key needed
Not for
Fully local → Ollama
Checked
2026-11-04
What your AI reads
- Mistral AI — Mistral AI's official API for its models, several also with open weights — api: https://api.mistral.ai/v1 — https://console.mistral.ai [official · 2026-11-04] · sign-up & keys: API key needed · not for: Fully local → Ollama
LM StudioOfficialA desktop app to download and run open models on your own computer, with a local OpenAI-compatible API APIhttp://localhost:1234/v1 None
What for
A desktop app to download and run open models on your own computer, with a local OpenAI-compatible API
Connect
APIhttp://localhost:1234/v1
Address
https://lmstudio.ai
Sign-up & keys
None
Not for
Prefer the command line and lighter → Ollama
Checked
2026-11-04
What your AI reads
- LM Studio — A desktop app to download and run open models on your own computer, with a local OpenAI-compatible API — api: http://localhost:1234/v1 — https://lmstudio.ai [official · 2026-11-04] · sign-up & keys: None · not for: Prefer the command line and lighter → Ollama
Together AIOfficialInference and fine-tuning cloud for open models: Llama, Qwen, DeepSeek and more, OpenAI-compatible APIapi.together.xyz/v1 API key and credit needed
What for
Inference and fine-tuning cloud for open models: Llama, Qwen, DeepSeek and more, OpenAI-compatible
Connect
APIhttps://api.together.xyz/v1
Address
https://www.together.ai
Sign-up & keys
API key and credit needed
Not for
Just renting a GPU → RunPod
Checked
2026-11-04
What your AI reads
- Together AI — Inference and fine-tuning cloud for open models: Llama, Qwen, DeepSeek and more, OpenAI-compatible — api: https://api.together.xyz/v1 — https://www.together.ai [official · 2026-11-04] · sign-up & keys: API key and credit needed · not for: Just renting a GPU → RunPod
04

People and experts

Freelancers, hiring, experts

Upwork Official Recommended

Hire freelancers by the project or by the hour: development, design, writing, translation

Connect
Webupwork.com
Sign-up & keys
Account needed; payment goes through the platform
Not for
Want a referral or the hard conditions settled first → post a request on NEXA
What your AI readschecked 2026-11-04
- Upwork — Hire freelancers by the project or by the hour: development, design, writing, translation — web: https://www.upwork.com [recommended · official · 2026-11-04] · sign-up & keys: Account needed; payment goes through the platform · not for: Want a referral or the hard conditions settled first → post a request on NEXA
Fiverr Official Alternative

Buy small fixed-price jobs: graphics, video editing, voice-over, copywriting

Connect
Webfiverr.com
Sign-up & keys
Account needed
Not for
Long-term work or conditions to check first → Upwork or NEXA
What your AI readschecked 2026-11-04
- Fiverr — Buy small fixed-price jobs: graphics, video editing, voice-over, copywriting — web: https://www.fiverr.com [alternative · official · 2026-11-04] · sign-up & keys: Account needed · not for: Long-term work or conditions to check first → Upwork or NEXA
ToptalOfficialVetted senior developers, designers and finance experts Webtoptal.com Submit a request; the platform matches
What for
Vetted senior developers, designers and finance experts
Connect
Webhttps://www.toptal.com
Address
https://www.toptal.com
Sign-up & keys
Submit a request; the platform matches
Not for
Small jobs on a tight budget → Fiverr
Checked
2026-11-04
What your AI reads
- Toptal — Vetted senior developers, designers and finance experts — web: https://www.toptal.com [official · 2026-11-04] · sign-up & keys: Submit a request; the platform matches · not for: Small jobs on a tight budget → Fiverr
LinkedInOfficialFind people by company, title and experience; post jobs Weblinkedin.com Account needed; no public people-search API
What for
Find people by company, title and experience; post jobs
Connect
Webhttps://www.linkedin.com
Address
https://www.linkedin.com
Sign-up & keys
Account needed; no public people-search API
Not for
Want the other side's Agent to check conditions first → NEXA
Checked
2026-11-04
What your AI reads
- LinkedIn — Find people by company, title and experience; post jobs — web: https://www.linkedin.com [official · 2026-11-04] · sign-up & keys: Account needed; no public people-search API · not for: Want the other side's Agent to check conditions first → NEXA
BOSS ZhipinOfficialHiring and job hunting in mainland China, chatting with the hiring side directly Webzhipin.com Sign up with a phone number
What for
Hiring and job hunting in mainland China, chatting with the hiring side directly
Connect
Webhttps://www.zhipin.com
Address
https://www.zhipin.com
Sign-up & keys
Sign up with a phone number
Not for
Jobs outside China → LinkedIn
Checked
2026-11-04
What your AI reads
- BOSS Zhipin — Hiring and job hunting in mainland China, chatting with the hiring side directly — web: https://www.zhipin.com [official · 2026-11-04] · sign-up & keys: Sign up with a phone number · not for: Jobs outside China → LinkedIn
IndeedOfficialOne of the largest job sites worldwide: post jobs, search resumes Webindeed.com Account needed; posting jobs may be paid
What for
One of the largest job sites worldwide: post jobs, search resumes
Connect
Webhttps://www.indeed.com
Address
https://www.indeed.com
Sign-up & keys
Account needed; posting jobs may be paid
Not for
Hiring in China → BOSS Zhipin or Liepin
Checked
2026-11-04
What your AI reads
- Indeed — One of the largest job sites worldwide: post jobs, search resumes — web: https://www.indeed.com [official · 2026-11-04] · sign-up & keys: Account needed; posting jobs may be paid · not for: Hiring in China → BOSS Zhipin or Liepin
LiepinOfficialA mid-to-senior hiring platform in China, used by headhunters and companies Webliepin.com Sign up with a phone number
What for
A mid-to-senior hiring platform in China, used by headhunters and companies
Connect
Webhttps://www.liepin.com
Address
https://www.liepin.com
Sign-up & keys
Sign up with a phone number
Not for
Jobs outside China → LinkedIn
Checked
2026-11-04
What your AI reads
- Liepin — A mid-to-senior hiring platform in China, used by headhunters and companies — web: https://www.liepin.com [official · 2026-11-04] · sign-up & keys: Sign up with a phone number · not for: Jobs outside China → LinkedIn
Show the other 6
ZBJOfficialA Chinese services marketplace: design, development, marketing, IP filings; find providers by project Webzbj.com Account needed; payment goes through the platform
What for
A Chinese services marketplace: design, development, marketing, IP filings; find providers by project
Connect
Webhttps://www.zbj.com
Address
https://www.zbj.com
Sign-up & keys
Account needed; payment goes through the platform
Not for
Freelancers outside China → Upwork
Checked
2026-11-04
What your AI reads
- ZBJ — A Chinese services marketplace: design, development, marketing, IP filings; find providers by project — web: https://www.zbj.com [official · 2026-11-04] · sign-up & keys: Account needed; payment goes through the platform · not for: Freelancers outside China → Upwork
ProginnOfficialA freelance platform for developers in China: hire by the project or by the month Webproginn.com Account needed
What for
A freelance platform for developers in China: hire by the project or by the month
Connect
Webhttps://www.proginn.com
Address
https://www.proginn.com
Sign-up & keys
Account needed
Not for
Full-time hiring → BOSS Zhipin
Checked
2026-11-04
What your AI reads
- Proginn — A freelance platform for developers in China: hire by the project or by the month — web: https://www.proginn.com [official · 2026-11-04] · sign-up & keys: Account needed · not for: Full-time hiring → BOSS Zhipin
Freelancer.comOfficialPost a project and let freelancers worldwide bid, from small jobs to large projects Webfreelancer.com Account needed; payment goes through the platform
What for
Post a project and let freelancers worldwide bid, from small jobs to large projects
Connect
Webhttps://www.freelancer.com
Address
https://www.freelancer.com
Sign-up & keys
Account needed; payment goes through the platform
Not for
Vetted senior talent → Toptal
Checked
2026-11-04
What your AI reads
- Freelancer.com — Post a project and let freelancers worldwide bid, from small jobs to large projects — web: https://www.freelancer.com [official · 2026-11-04] · sign-up & keys: Account needed; payment goes through the platform · not for: Vetted senior talent → Toptal
99designsOfficialVista's design platform: run a design contest or hire a designer for logos, packaging, web pages Web99designs.com Account needed; paid per project
What for
Vista's design platform: run a design contest or hire a designer for logos, packaging, web pages
Connect
Webhttps://99designs.com
Address
https://99designs.com
Sign-up & keys
Account needed; paid per project
Not for
Cheap small design jobs → Fiverr
Checked
2026-11-04
What your AI reads
- 99designs — Vista's design platform: run a design contest or hire a designer for logos, packaging, web pages — web: https://99designs.com [official · 2026-11-04] · sign-up & keys: Account needed; paid per project · not for: Cheap small design jobs → Fiverr
GLGOfficialAn expert network: book industry experts by the hour for calls, research and due diligence Webglginsights.com Business account; expensive
What for
An expert network: book industry experts by the hour for calls, research and due diligence
Connect
Webhttps://glginsights.com
Address
https://glginsights.com
Sign-up & keys
Business account; expensive
Not for
Ordinary advice or a cheaper expert → post a request on NEXA
Checked
2026-11-04
What your AI reads
- GLG — An expert network: book industry experts by the hour for calls, research and due diligence — web: https://glginsights.com [official · 2026-11-04] · sign-up & keys: Business account; expensive · not for: Ordinary advice or a cheaper expert → post a request on NEXA
WellfoundOfficialStartup hiring (formerly AngelList Talent): find startup teams and early employees Webwellfound.com Account needed
What for
Startup hiring (formerly AngelList Talent): find startup teams and early employees
Connect
Webhttps://wellfound.com
Address
https://wellfound.com
Sign-up & keys
Account needed
Not for
Jobs at large companies → LinkedIn
Checked
2026-11-04
What your AI reads
- Wellfound — Startup hiring (formerly AngelList Talent): find startup teams and early employees — web: https://wellfound.com [official · 2026-11-04] · sign-up & keys: Account needed · not for: Jobs at large companies → LinkedIn
05

Peers and partners

Open source, communities, events

GitHub Official Recommended

Find open-source projects and the people maintaining them

Connect
APIapi.github.com/…/repositories?…
Sign-up & keys
Works without a token; a token raises the limits
Not for
Someone to do it with, who must agree → NEXA (peers)
What your AI readschecked 2026-11-04
- GitHub — Find open-source projects and the people maintaining them — api: https://api.github.com/search/repositories?q=<terms> — https://github.com/search [recommended · official · 2026-11-04] · sign-up & keys: Works without a token; a token raises the limits · not for: Someone to do it with, who must agree → NEXA (peers)
Meetup Official Alternative

Find local interest groups and in-person events

Connect
Webmeetup.com
Sign-up & keys
Account needed to join
Not for
One specific partner to practise or build with → NEXA (peers)
What your AI readschecked 2026-11-04
- Meetup — Find local interest groups and in-person events — web: https://www.meetup.com [alternative · official · 2026-11-04] · sign-up & keys: Account needed to join · not for: One specific partner to practise or build with → NEXA (peers)
Hacker NewsOfficialTech and startup discussion, with monthly hiring and seeking threads APIhn.algolia.com/…/search?… None to read
What for
Tech and startup discussion, with monthly hiring and seeking threads
Connect
APIhttps://hn.algolia.com/api/v1/search?query=<terms>
Address
https://news.ycombinator.com
Sign-up & keys
None to read
Not for
Chinese-language community → V2EX
Checked
2026-11-04
What your AI reads
- Hacker News — Tech and startup discussion, with monthly hiring and seeking threads — api: https://hn.algolia.com/api/v1/search?query=<terms> — https://news.ycombinator.com [official · 2026-11-04] · sign-up & keys: None to read · not for: Chinese-language community → V2EX
V2EXOfficialA Chinese-language community of programmers and creatives Webv2ex.com Account needed to post
What for
A Chinese-language community of programmers and creatives
Connect
Webhttps://www.v2ex.com
Address
https://www.v2ex.com
Sign-up & keys
Account needed to post
Not for
English-language community → Hacker News
Checked
2026-11-04
What your AI reads
- V2EX — A Chinese-language community of programmers and creatives — web: https://www.v2ex.com [official · 2026-11-04] · sign-up & keys: Account needed to post · not for: English-language community → Hacker News
RedditOfficialTopic communities for asking about experience and finding like-minded people Webreddit.com Account needed to post
What for
Topic communities for asking about experience and finding like-minded people
Connect
Webhttps://www.reddit.com
Address
https://www.reddit.com
Sign-up & keys
Account needed to post
Not for
First-hand facts someone stands behind → post a request on NEXA
Checked
2026-11-04
What your AI reads
- Reddit — Topic communities for asking about experience and finding like-minded people — web: https://www.reddit.com [official · 2026-11-04] · sign-up & keys: Account needed to post · not for: First-hand facts someone stands behind → post a request on NEXA
Stack OverflowOfficialThe programmers' Q&A community: search questions others asked, or ask your own APIapi.stackexchange.com/…/advanced?… None to search; asking needs an account
What for
The programmers' Q&A community: search questions others asked, or ask your own
Connect
APIhttps://api.stackexchange.com/2.3/search/advanced?q=<terms>&site=stackoverflow
Address
https://stackoverflow.com
Sign-up & keys
None to search; asking needs an account
Not for
Someone to do the work → People and experts
Checked
2026-11-04
What your AI reads
- Stack Overflow — The programmers' Q&A community: search questions others asked, or ask your own — api: https://api.stackexchange.com/2.3/search/advanced?q=<terms>&site=stackoverflow — https://stackoverflow.com [official · 2026-11-04] · sign-up & keys: None to search; asking needs an account · not for: Someone to do the work → People and experts
Product HuntOfficialA daily launch community for new tech products: find new tools or launch your own Webproducthunt.com None to browse; launching needs an account
What for
A daily launch community for new tech products: find new tools or launch your own
Connect
Webhttps://www.producthunt.com
Address
https://www.producthunt.com
Sign-up & keys
None to browse; launching needs an account
Not for
Open-source code → GitHub
Checked
2026-11-04
What your AI reads
- Product Hunt — A daily launch community for new tech products: find new tools or launch your own — web: https://www.producthunt.com [official · 2026-11-04] · sign-up & keys: None to browse; launching needs an account · not for: Open-source code → GitHub
Show the other 7
GiteeOfficialA code hosting and open-source community in China, run by OSChina Webgitee.com None to browse; hosting needs an account
What for
A code hosting and open-source community in China, run by OSChina
Connect
Webhttps://gitee.com
Address
https://gitee.com
Sign-up & keys
None to browse; hosting needs an account
Not for
Open source outside China → GitHub
Checked
2026-11-04
What your AI reads
- Gitee — A code hosting and open-source community in China, run by OSChina — web: https://gitee.com [official · 2026-11-04] · sign-up & keys: None to browse; hosting needs an account · not for: Open source outside China → GitHub
JuejinOfficialA developer community in China: technical articles, experience sharing, discussions Webjuejin.cn None to browse; posting needs an account
What for
A developer community in China: technical articles, experience sharing, discussions
Connect
Webhttps://juejin.cn
Address
https://juejin.cn
Sign-up & keys
None to browse; posting needs an account
Not for
A specific error → Stack Overflow
Checked
2026-11-04
What your AI reads
- Juejin — A developer community in China: technical articles, experience sharing, discussions — web: https://juejin.cn [official · 2026-11-04] · sign-up & keys: None to browse; posting needs an account · not for: A specific error → Stack Overflow
ZhihuOfficialA Chinese Q&A community: experience and discussion from every field, a place to find peers Webzhihu.com Some content needs an account
What for
A Chinese Q&A community: experience and discussion from every field, a place to find peers
Connect
Webhttps://www.zhihu.com
Address
https://www.zhihu.com
Sign-up & keys
Some content needs an account
Not for
Want to talk partnership directly → post a peer request on NEXA
Checked
2026-11-04
What your AI reads
- Zhihu — A Chinese Q&A community: experience and discussion from every field, a place to find peers — web: https://www.zhihu.com [official · 2026-11-04] · sign-up & keys: Some content needs an account · not for: Want to talk partnership directly → post a peer request on NEXA
EventbriteOfficialSign-ups for in-person and online events: local talks, meetups, workshops Webeventbrite.com Account needed to sign up
What for
Sign-ups for in-person and online events: local talks, meetups, workshops
Connect
Webhttps://www.eventbrite.com
Address
https://www.eventbrite.com
Sign-up & keys
Account needed to sign up
Not for
Events in China → Huodongxing
Checked
2026-11-04
What your AI reads
- Eventbrite — Sign-ups for in-person and online events: local talks, meetups, workshops — web: https://www.eventbrite.com [official · 2026-11-04] · sign-up & keys: Account needed to sign up · not for: Events in China → Huodongxing
HuodongxingOfficialAn event platform in China: salons, talks, industry conferences Webhuodongxing.com Account needed to sign up
What for
An event platform in China: salons, talks, industry conferences
Connect
Webhttps://www.huodongxing.com
Address
https://www.huodongxing.com
Sign-up & keys
Account needed to sign up
Not for
Events outside China → Eventbrite or Meetup
Checked
2026-11-04
What your AI reads
- Huodongxing — An event platform in China: salons, talks, industry conferences — web: https://www.huodongxing.com [official · 2026-11-04] · sign-up & keys: Account needed to sign up · not for: Events outside China → Eventbrite or Meetup
Indie HackersOfficialA community of indie developers and small founders: revenue, lessons, finding partners Webindiehackers.com None to browse; posting needs an account
What for
A community of indie developers and small founders: revenue, lessons, finding partners
Connect
Webhttps://www.indiehackers.com
Address
https://www.indiehackers.com
Sign-up & keys
None to browse; posting needs an account
Not for
Investors or large teams → LinkedIn
Checked
2026-11-04
What your AI reads
- Indie Hackers — A community of indie developers and small founders: revenue, lessons, finding partners — web: https://www.indiehackers.com [official · 2026-11-04] · sign-up & keys: None to browse; posting needs an account · not for: Investors or large teams → LinkedIn
LumaOfficialAn event page and sign-up tool popular in tech: AI meetups, hackathons, launches Weblu.ma Account needed to sign up
What for
An event page and sign-up tool popular in tech: AI meetups, hackathons, launches
Connect
Webhttps://lu.ma
Address
https://lu.ma
Sign-up & keys
Account needed to sign up
Not for
Events in China → Huodongxing
Checked
2026-11-04
What your AI reads
- Luma — An event page and sign-up tool popular in tech: AI meetups, hackathons, launches — web: https://lu.ma [official · 2026-11-04] · sign-up & keys: Account needed to sign up · not for: Events in China → Huodongxing
06

Working together

External agents, Agent platforms and SDKs, protocols

A2A Protocol Official Recommended

The open protocol for Agents calling each other: spec, agent cards, samples

Connect
Weba2a-protocol.org
Sign-up & keys
None
Not for
Getting others to find your own Agent → post an offer on NEXA and attach the Agent
What your AI readschecked 2026-11-04
- A2A Protocol — The open protocol for Agents calling each other: spec, agent cards, samples — web: https://a2a-protocol.org [recommended · official · 2026-11-04] · sign-up & keys: None · not for: Getting others to find your own Agent → post an offer on NEXA and attach the Agent
n8n Official Alternative

Workflow and AI-agent automation you can host yourself

Connect
Webn8n.io
Sign-up & keys
None if self-hosted; cloud needs an account
Not for
Don't want to run it yourself → Zapier MCP
What your AI readschecked 2026-11-04
- n8n — Workflow and AI-agent automation you can host yourself — web: https://n8n.io [alternative · official · 2026-11-04] · sign-up & keys: None if self-hosted; cloud needs an account · not for: Don't want to run it yourself → Zapier MCP
Hugging Face SpacesOfficialSmall AI apps others built, to try online or call as an API APIpip install gradio_client; Client("<owner/space>") None for public Spaces
What for
Small AI apps others built, to try online or call as an API
Connect
APIpip install gradio_client; Client("<owner/space>")
Address
https://huggingface.co/spaces
Sign-up & keys
None for public Spaces
Not for
A stable production API → a model platform
Checked
2026-11-04
What your AI reads
- Hugging Face Spaces — Small AI apps others built, to try online or call as an API — api: pip install gradio_client; Client("<owner/space>") — https://huggingface.co/spaces [official · 2026-11-04] · sign-up & keys: None for public Spaces · not for: A stable production API → a model platform
ManusOfficialA general AI Agent: hand it a whole multi-step job such as research, compiling material, building a sheet or a web page, and get the result back Webmanus.im Account needed; paid by usage
What for
A general AI Agent: hand it a whole multi-step job such as research, compiling material, building a sheet or a web page, and get the result back
Connect
Webhttps://manus.im
Address
https://manus.im
Sign-up & keys
Account needed; paid by usage
Not for
Need a person to check it or settle terms → post a request on NEXA
Checked
2026-11-04
What your AI reads
- Manus — A general AI Agent: hand it a whole multi-step job such as research, compiling material, building a sheet or a web page, and get the result back — web: https://manus.im [official · 2026-11-04] · sign-up & keys: Account needed; paid by usage · not for: Need a person to check it or settle terms → post a request on NEXA
OpenAI CodexOfficialOpenAI's coding Agent: changes code, runs tests and opens PRs in the cloud or the terminal, several jobs at once CLInpm i -g @openai/codex ChatGPT account or OpenAI API key
What for
OpenAI's coding Agent: changes code, runs tests and opens PRs in the cloud or the terminal, several jobs at once
Connect
CLInpm i -g @openai/codex
Address
https://chatgpt.com/codex
Sign-up & keys
ChatGPT account or OpenAI API key
Not for
Need a human engineer → People and experts
Checked
2026-11-04
What your AI reads
- OpenAI Codex — OpenAI's coding Agent: changes code, runs tests and opens PRs in the cloud or the terminal, several jobs at once — cli: npm i -g @openai/codex — https://chatgpt.com/codex [official · 2026-11-04] · sign-up & keys: ChatGPT account or OpenAI API key · not for: Need a human engineer → People and experts
Google JulesOfficialGoogle's asynchronous coding Agent: connect a GitHub repo, hand it bug fixes, tests or dependency upgrades, and it opens a PR Webjules.google Google account and GitHub access
What for
Google's asynchronous coding Agent: connect a GitHub repo, hand it bug fixes, tests or dependency upgrades, and it opens a PR
Connect
Webhttps://jules.google
Address
https://jules.google
Sign-up & keys
Google account and GitHub access
Not for
Code not on GitHub → OpenAI Codex
Checked
2026-11-04
What your AI reads
- Google Jules — Google's asynchronous coding Agent: connect a GitHub repo, hand it bug fixes, tests or dependency upgrades, and it opens a PR — web: https://jules.google [official · 2026-11-04] · sign-up & keys: Google account and GitHub access · not for: Code not on GitHub → OpenAI Codex
GitHub Copilot cloud agentOfficialAssign a GitHub issue to Copilot: it changes the code and runs checks in the background, then opens a PR for review Webgithub.com/copilot/agents A paid GitHub Copilot plan
What for
Assign a GitHub issue to Copilot: it changes the code and runs checks in the background, then opens a PR for review
Connect
Webhttps://github.com/copilot/agents
Address
https://docs.github.com/en/copilot/concepts/agents/cloud-agent
Sign-up & keys
A paid GitHub Copilot plan
Not for
Repository not on GitHub → OpenAI Codex
Checked
2026-11-04
What your AI reads
- GitHub Copilot cloud agent — Assign a GitHub issue to Copilot: it changes the code and runs checks in the background, then opens a PR for review — web: https://github.com/copilot/agents — https://docs.github.com/en/copilot/concepts/agents/cloud-agent [official · 2026-11-04] · sign-up & keys: A paid GitHub Copilot plan · not for: Repository not on GitHub → OpenAI Codex
Show the other 11
DevinOfficialCognition's AI software engineer: takes whole development tasks, plans, codes and tests by itself, and reports in Slack or on the web Webapp.devin.ai Account needed; paid by usage
What for
Cognition's AI software engineer: takes whole development tasks, plans, codes and tests by itself, and reports in Slack or on the web
Connect
Webhttps://app.devin.ai
Address
https://devin.ai
Sign-up & keys
Account needed; paid by usage
Not for
Small changes → GitHub Copilot cloud agent
Checked
2026-11-04
What your AI reads
- Devin — Cognition's AI software engineer: takes whole development tasks, plans, codes and tests by itself, and reports in Slack or on the web — web: https://app.devin.ai — https://devin.ai [official · 2026-11-04] · sign-up & keys: Account needed; paid by usage · not for: Small changes → GitHub Copilot cloud agent
CozeOfficialByteDance's Agent platform: build Agents and workflows without code, add plugins and knowledge bases, publish to Lark, WeChat and more Webcoze.cn Account needed; international version at coze.com
What for
ByteDance's Agent platform: build Agents and workflows without code, add plugins and knowledge bases, publish to Lark, WeChat and more
Connect
Webhttps://www.coze.cn
Address
https://www.coze.cn
Sign-up & keys
Account needed; international version at coze.com
Not for
Want to host it yourself → Dify
Checked
2026-11-04
What your AI reads
- Coze — ByteDance's Agent platform: build Agents and workflows without code, add plugins and knowledge bases, publish to Lark, WeChat and more — web: https://www.coze.cn [official · 2026-11-04] · sign-up & keys: Account needed; international version at coze.com · not for: Want to host it yourself → Dify
DifyOfficialAn open-source Agent and workflow platform: visually wire up models, tools and knowledge bases; can be self-hosted Webcloud.dify.ai None if self-hosted; cloud needs an account
What for
An open-source Agent and workflow platform: visually wire up models, tools and knowledge bases; can be self-hosted
Connect
Webhttps://cloud.dify.ai
Address
https://dify.ai
Sign-up & keys
None if self-hosted; cloud needs an account
Not for
Just simple automation → n8n
Checked
2026-11-04
What your AI reads
- Dify — An open-source Agent and workflow platform: visually wire up models, tools and knowledge bases; can be self-hosted — web: https://cloud.dify.ai — https://dify.ai [official · 2026-11-04] · sign-up & keys: None if self-hosted; cloud needs an account · not for: Just simple automation → n8n
Alibaba Cloud Model StudioOfficialAlibaba Cloud's model and Agent platform: build Agents, workflows and knowledge-base apps on Qwen and other models, callable by API Webmodelstudio.console.alibabacloud.com Alibaba Cloud account; paid by usage
What for
Alibaba Cloud's model and Agent platform: build Agents, workflows and knowledge-base apps on Qwen and other models, callable by API
Connect
Webhttps://modelstudio.console.alibabacloud.com
Address
https://modelstudio.console.alibabacloud.com
Sign-up & keys
Alibaba Cloud account; paid by usage
Not for
Prefer not to use a cloud platform → self-hosted Dify
Checked
2026-11-04
What your AI reads
- Alibaba Cloud Model Studio — Alibaba Cloud's model and Agent platform: build Agents, workflows and knowledge-base apps on Qwen and other models, callable by API — web: https://modelstudio.console.alibabacloud.com [official · 2026-11-04] · sign-up & keys: Alibaba Cloud account; paid by usage · not for: Prefer not to use a cloud platform → self-hosted Dify
Claude Agent SDKOfficialAnthropic's official Agent SDK: build your own Agents on what powers Claude Code (tools, sub-agents, context management) APIpip install claude-agent-sdk Anthropic API key
What for
Anthropic's official Agent SDK: build your own Agents on what powers Claude Code (tools, sub-agents, context management)
Connect
APIpip install claude-agent-sdk
Address
https://code.claude.com/docs/en/agent-sdk/overview
Sign-up & keys
Anthropic API key
Not for
No code → Coze or Dify
Checked
2026-11-04
What your AI reads
- Claude Agent SDK — Anthropic's official Agent SDK: build your own Agents on what powers Claude Code (tools, sub-agents, context management) — api: pip install claude-agent-sdk — https://code.claude.com/docs/en/agent-sdk/overview [official · 2026-11-04] · sign-up & keys: Anthropic API key · not for: No code → Coze or Dify
OpenAI Agents SDKOfficialOpenAI's official multi-Agent SDK: Agents hand off to each other, with guardrails and tracing APIpip install openai-agents OpenAI API key (other models can be plugged in)
What for
OpenAI's official multi-Agent SDK: Agents hand off to each other, with guardrails and tracing
Connect
APIpip install openai-agents
Address
https://openai.github.io/openai-agents-python/
Sign-up & keys
OpenAI API key (other models can be plugged in)
Not for
No code → Coze or Dify
Checked
2026-11-04
What your AI reads
- OpenAI Agents SDK — OpenAI's official multi-Agent SDK: Agents hand off to each other, with guardrails and tracing — api: pip install openai-agents — https://openai.github.io/openai-agents-python/ [official · 2026-11-04] · sign-up & keys: OpenAI API key (other models can be plugged in) · not for: No code → Coze or Dify
Google Agent Development KitOfficialGoogle's official Agent Development Kit: build multi-Agent systems with A2A support, deployable to Google Cloud APIpip install google-adk A model API key (Gemini or others)
What for
Google's official Agent Development Kit: build multi-Agent systems with A2A support, deployable to Google Cloud
Connect
APIpip install google-adk
Address
https://adk.dev/
Sign-up & keys
A model API key (Gemini or others)
Not for
No code → Coze or Dify
Checked
2026-11-04
What your AI reads
- Google Agent Development Kit — Google's official Agent Development Kit: build multi-Agent systems with A2A support, deployable to Google Cloud — api: pip install google-adk — https://adk.dev/ [official · 2026-11-04] · sign-up & keys: A model API key (Gemini or others) · not for: No code → Coze or Dify
Microsoft Agent FrameworkOfficialMicrosoft's official Agent framework (successor to AutoGen and Semantic Kernel): multi-Agent orchestration and workflows, for Python and .NET APIpip install agent-framework A model API key
What for
Microsoft's official Agent framework (successor to AutoGen and Semantic Kernel): multi-Agent orchestration and workflows, for Python and .NET
Connect
APIpip install agent-framework
Address
https://github.com/microsoft/agent-framework
Sign-up & keys
A model API key
Not for
No code → Coze or Dify
Checked
2026-11-04
What your AI reads
- Microsoft Agent Framework — Microsoft's official Agent framework (successor to AutoGen and Semantic Kernel): multi-Agent orchestration and workflows, for Python and .NET — api: pip install agent-framework — https://github.com/microsoft/agent-framework [official · 2026-11-04] · sign-up & keys: A model API key · not for: No code → Coze or Dify
LangGraphOfficialLangChain's framework for stateful Agent orchestration: long-running flows, interruptible, with human approval steps APIpip install langgraph None for the open-source library; the hosted platform needs an account
What for
LangChain's framework for stateful Agent orchestration: long-running flows, interruptible, with human approval steps
Connect
APIpip install langgraph
Address
https://www.langchain.com/langgraph
Sign-up & keys
None for the open-source library; the hosted platform needs an account
Not for
A simple flow → OpenAI Agents SDK
Checked
2026-11-04
What your AI reads
- LangGraph — LangChain's framework for stateful Agent orchestration: long-running flows, interruptible, with human approval steps — api: pip install langgraph — https://www.langchain.com/langgraph [official · 2026-11-04] · sign-up & keys: None for the open-source library; the hosted platform needs an account · not for: A simple flow → OpenAI Agents SDK
CrewAIOfficialA role-based multi-Agent framework: give each Agent a role and task and let the crew work together APIpip install crewai None for the open-source library; the cloud platform needs an account
What for
A role-based multi-Agent framework: give each Agent a role and task and let the crew work together
Connect
APIpip install crewai
Address
https://www.crewai.com
Sign-up & keys
None for the open-source library; the cloud platform needs an account
Not for
Need fine control of the flow → LangGraph
Checked
2026-11-04
What your AI reads
- CrewAI — A role-based multi-Agent framework: give each Agent a role and task and let the crew work together — api: pip install crewai — https://www.crewai.com [official · 2026-11-04] · sign-up & keys: None for the open-source library; the cloud platform needs an account · not for: Need fine control of the flow → LangGraph
Amazon Bedrock AgentCoreOfficialAWS's official Agent runtime: deploy Agents built with any framework securely, with memory, identity and monitoring APIpip install bedrock-agentcore AWS account; paid by usage
What for
AWS's official Agent runtime: deploy Agents built with any framework securely, with memory, identity and monitoring
Connect
APIpip install bedrock-agentcore
Address
https://aws.amazon.com/bedrock/agentcore/
Sign-up & keys
AWS account; paid by usage
Not for
Still prototyping locally → start with Claude Agent SDK or OpenAI Agents SDK
Checked
2026-11-04
What your AI reads
- Amazon Bedrock AgentCore — AWS's official Agent runtime: deploy Agents built with any framework securely, with memory, identity and monitoring — api: pip install bedrock-agentcore — https://aws.amazon.com/bedrock/agentcore/ [official · 2026-11-04] · sign-up & keys: AWS account; paid by usage · not for: Still prototyping locally → start with Claude Agent SDK or OpenAI Agents SDK

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