GStars
    upstash

    upstash/context7

    Context7 Platform -- Up-to-date docs for AI agents

    llm
    mcp
    mcp-server
    vibe-coding
    TypeScript
    MIT
    64.1K stars
    3.2K forks
    64.1K GitHub watchers
    Updated Nov 3, 2026
    View on GitHub

    Build with Backblaze B2

    SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.

    Explore Backblaze Labs

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 10 days ago, with 142 contributors on GitHub.

    Peaked at #13 in the weekly ranking the week of Feb 15, its best in the past year.

    Use Cases & Benefits

    • Provides up-to-date, version-specific code documentation and examples for libraries directly within LLM prompts and AI code editors.
    • Eliminates outdated or hallucinated API information by sourcing live documentation and code examples from the original libraries.
    • Use for integrating accurate, current code docs into AI-assisted coding workflows in editors like VS Code or Cursor.
    • Use for enhancing LLM prompt responses with precise, real-time library usage examples to improve code generation quality.
    • Use for maintaining developer productivity by avoiding context switching to external docs when coding with AI assistance.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    Context7 MCP pulls up-to-date, version-specific documentation and code examples straight from the source — and places them directly into your prompt.

    Add use context7 to your prompt in Cursor:

    Context7 fetches up-to-date code examples and documentation right into your LLM's context.

    No tab-switching, no hallucinated APIs that don't exist, no outdated code generations.

    Check out our project addition guide to learn how to add (or update) your favorite libraries to Context7.

    Excerpt from the upstash/context7 README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Sep 5: +19

    +3,733 stars over 88 days across 8 snapshot days; best day +19 on Sep 5.

    Forks

    3.2K+307

    Open issues

    49+15

    Compared with peers in LLM

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth

    View category →
    upstash/context7 compared with LLM repositories by stars, 7-day star growth, health score and last release
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    affaan-m/ECC300.8K+4.3K7540 days ago
    Graphify-Labs/graphify145.7K+3.8K75today
    upstash/context764.1K—5410 days ago
    Category median145.7K+4.4K75—
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