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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Context7 with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Empower AI agents via Context7. pull up-to-date documentation and code examples for any library or framework directly into your workspace.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 2 capabilities

The complete Context7 capability set.

These are the exact actions your AI can choose when you ask it to work with Context7.

Capability set01 / 01

01-02

2 capabilities in this set.

Part of 2 available through Context7.

  1. 01

    Query docs

    Query documentation and code examples for a specific library ID (from resolve_library capability) about a certain topic

  2. 02

    Resolve library

    G. react) into deterministic paths (e.g. /facebook/react/18.2.0) needed for deep documentation fetching. Find the correct exact library ID and latest version matching a framework or library search query

Observed, not estimated

851ms average. Fast in production.

Context7 is checked daily against the live service.

Daily averagePeak 1118ms
Aug 20Today
Fastest day
652ms
Slowest day
1118ms
14-day trend
Slowing+24%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 2 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Context7, so you can see the experience inside your AI.

It does not authenticate your account with Context7. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Context7 Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_G0gCyfqz9Q1S4zzxt7mcNwbwWqLQdONTIODtbqay/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Context7 capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "context7-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_G0gCyfqz9Q1S4zzxt7mcNwbwWqLQdONTIODtbqay/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

FAQ

Questions Context7 owners ask.

  • 01

    Can my agent find the latest documentation for a specific Tailwind CSS version?

    Yes. First, use the 'resolve_library' capability with 'tailwindcss'. It will return the deterministic ID and version (e.g., 'tailwindcss/3.4.1'). Then, use 'query_docs' to pull the exact Markdown blocks for your specific topic.

  • 02

    Does Context7 provide code examples for the libraries I search for?

    Absolutely. When you query documentation via the 'query_docs' capability, the agent retrieves not only textual descriptions but also version-specific code examples found in the original library documentation to ensure implementation accuracy.

  • 03

    How does this help prevent AI hallucinations in coding tasks?

    Standard LLMs have a training data cutoff. Context7 pulls live, version-specific documentation chunks that act as ground-truth context. By grounding your agent in this real-time data, it avoids hallucinating outdated or non-existent API methods.

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