The request names Context7, which is product 2: an up-to-date docs service that serves current, version-specific library docs and code examples to AI agents 2. Its official doors are not shown on its own page; the Context7 skills and CLI are indexed under Upstash Context7 1, and the closest alternatives that serve library documentation are GitHub's and Microsoft's documentation tools.
- 1
Context7context7.comwebsite read, tools not yet checked
Serves current, version-specific docs and code examples for any library into AI agents such as Claude, Codex and Cursor 2.
+23 community tools built for it
- 2
Upstash Context7upstash.comverified and signed
Provides the ctx7 CLI to fetch library documentation and configure the Context7 MCP server, plus a context7-mcp skill for library and API reference questions 11.
official:skill · context7-cliskill · context7-mcp
for agents: context7-cli · context7-mcp
Sources
- 1Upstash: Serverless Data Platform - Redis, Vector, Searchupstash.com · read 2026-10-30
- 2Context7 - Up-to-date docs for AI agentscontext7.com · read 2026-10-29
- 11context7-cli: declares "context7-cli" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
context7-cli · context7-cli verified and signed
Use the ctx7 CLI to fetch library documentation and configure Context7 MCP. Activate when the user mentions "ctx7" or "context7", needs current docs for any library, or needs to set up Context7 for their AI coding agent.
· Context7 website read, tools not yet checked
Get the latest docs into Claude, Codex, Cursor and other agents. Context7 serves current, version-specific docs and code examples for any library.
· Docker Context7 website read, tools not yet checked
Run AI agents and containers safely, anywhere. Docker gives builders trusted sandboxes, governance, and a secure supply chain for modern software.
· Dedalus Labs Context7 website read, tools not yet checked
Full Linux machines in <50ms. Persistent runtime. Never sleep. Only pay for active compute.
· NimbleBrain Context7 website read, tools not yet checked
A secure, model-agnostic platform for connecting your systems and running AI apps. Build with NimbleBrain or bring your own, then deploy in your infrastructure with complete control of your data.
mcp-cli · mcp-cli verified and signed
Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.
mcp-portals-api-fetch-servers · Cloudflare API verified and signed
Read the details of an MCP Server
openai-knowledge · openai-knowledge verified and signed
Use when working with the OpenAI API (Responses API) or OpenAI platform features (tools, streaming, Realtime API, auth, models, rate limits, MCP) and you need authoritative, up-to-date documentation (schemas, examples, limits, edge cases). Prefer the OpenAI Developer Documentation MCP server tools w
microsoft-docs · microsoft-docs verified and signed
Access official Microsoft documentation, API references, and code samples for Azure, .NET, Windows, and more.
mcp-builder · mcp-builder verified and signed
Build Model Context Protocol (MCP) servers with mcp-use framework. Use when creating MCP servers, defining tools/resources/prompts, working with mcp-use, bootstrapping MCP projects, deploying MCP servers, or when user mentions MCP development, MCP tools, MCP resources, or MCP prompts.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.