upstash/context7
Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors observed · 2026-08-28
Health v2 · maintenance only
82/100
- Activity 99
- Release rhythm 87
- Longevity 37
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: 1.5
- age_days: 525
- days_rel: 6
- days_push: 7
- n_releases_24m: 107
Adoption not part of the score
61268 stars · 2953 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Context7 is an MCP server and hosted platform by Upstash that pulls up-to-date, version-specific library documentation and code examples directly into LLM prompts and AI coding assistants. It integrates with tools like Cursor, Claude Code, Codex, and VS Code to ground AI-generated code in current, real APIs.
Use cases
- get up-to-date library docs inside AI coding assistants
- stop LLMs from hallucinating nonexistent APIs
- inject version-specific code examples into prompts
- wire documentation retrieval into Cursor or Claude Code via MCP
- ground AI code generation in current framework APIs
- reduce outdated code examples from stale training data
When to choose
- you use AI coding assistants and hit outdated or hallucinated API suggestions
- you want an MCP server that supplies current library documentation to LLMs
- you need version-specific docs for frameworks like Next.js, Supabase, or Cloudflare Workers in your prompts
When to avoid
- you need fully offline documentation retrieval with no external service dependency
- you require self-hosting on the free tier (self-hosting is enterprise-only)
- your workflow doesn't involve LLMs or AI-assisted coding
Facets
service · maturity active
rag mcp documentation llm-inference developer-tools large-language-models developer-tools documentation cli cross-platform mcp-server vibe-coding ai-coding-assistants code-documentation context-injection ai-agents nodejs web-server
7 sources
- readme: https://github.com/upstash/context7 · fetched 2026-08-28 · fc49deab5580
- homepage: https://context7.com · fetched 2026-08-28 · a29f22d14fc6
- site_page: https://context7.com/about · fetched 2026-08-28 · afd0e9deceb1
- site_page: https://context7.com/docs · fetched 2026-08-28 · 4f060b199c88
- site_page: https://context7.com/install · fetched 2026-08-28 · 931c9e93265a
- site_page: https://context7.com/plans · fetched 2026-08-28 · d5ace2a40445
- site_page: https://context7.com/add-library · fetched 2026-08-28 · 31ceab09378d
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| upstash/context7 | main | 82 |
For agents
markdown · JSON · MCP: product_card(name="upstash/context7")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem