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Context7

MCP server delivering real-time, version-specific docs to AI coding tools.

Last updated: Aug 2, 2026

Pricing

Updated: Dec 13, 2025
Starting Price
Free
Pricing Model
freemium
Free Plan
Yes
Free Trial
No

About Context7

Context7, built by Upstash, is a documentation platform and Model Context Protocol (MCP) server that feeds large language models and AI coding assistants with current, version-specific library documentation and code examples. The core problem it addresses is that LLMs are often trained on outdated snapshots of library docs, leading to hallucinated APIs or deprecated code patterns; Context7 pulls fresh reference material at query time instead. Two tools sit at the center of the workflow: resolve-library-id, which maps a library name to a Context7-compatible identifier, and query-docs, which retrieves the matching documentation for that identifier. Developers can install the MCP server directly into clients such as Cursor, Claude Code, and Claude Desktop, or browse and search documentation through the web interface, which also includes a 'Try Live' exploration mode and a ranking of popular libraries. Anyone can submit new documentation sources to expand coverage. A free API key raises rate limits, and the service also works without one for lighter use, with paid and enterprise tiers available for teams needing higher volume. Context7 is aimed at developers working across many APIs and frameworks who want their AI tools to reference accurate, current information rather than relying on a model's static training data.

At a glance

Company
Upstash
Platforms
Web, API
API
Available
Integrations
Cursor, Claude Code, Claude Desktop
Last verified
August 2026

★Among the most viewed AI tools in Developer Tools — ranked #6 of 565.

♥Bookmarked by 1 person on Aigregator.

Last updated: August 2, 2026

Who It's For

  • •Software developers
  • •AI researchers and engineers
  • •Coding assistants and AI chat users
  • •Teams working with multiple API versions

How It Works

  1. 1Pulls up-to-date, version-specific documentation directly from source repositories.
  2. 2Integrates with AI code editors and chat platforms to provide real-time context.
  3. 3Provides code examples and documentation snippets based on the latest library versions.
  4. 4Allows users to paste docs or code into chat or code editors for immediate use.

How to Use Context7

  1. 1Integrate Context7 MCP server with your preferred coding environment.
  2. 2Request documentation or code snippets for specific libraries or APIs.
  3. 3Use the provided tools to embed up-to-date docs within your AI assistant or code editor.
  4. 4Access version-specific information to ensure compatibility and accuracy.

Key Features

  • •resolve-library-id and query-docs MCP tools
  • •Web-based documentation browser
  • •"Try Live" real-time exploration
  • •Library ranking and submission system
  • •Free and paid API key tiers

Use Cases

  • •Retrieve current, version-specific library docs inside AI coding assistants
  • •Avoid hallucinated or outdated code examples from LLMs
  • •Look up code samples for unfamiliar or fast-changing libraries

Pros & Cons

Advantages

  • •Provides always up-to-date, accurate documentation
  • •Reduces API misinterpretations and hallucinations
  • •Integrates seamlessly with AI code editors and assistants

Disadvantages

  • •Requires setup and integration with specific environments
  • •Dependence on server availability for real-time data
  • •May require configuration for custom libraries

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Frequently Asked Questions

What is Context7?

Context7, built by Upstash, is a documentation platform and Model Context Protocol (MCP) server that feeds large language models and AI coding assistants with current, version-specific library documentation and code examples. The core problem it addresses is that LLMs are often trained on outdated snapshots of library docs, leading to hallucinated APIs or deprecated code patterns; Context7 pulls fresh reference material at query time instead.

How much does Context7 cost?

Context7 has a free plan; paid plans start at $7.

Is Context7 free?

Yes, Context7 offers a free plan you can start with.

What are the best Context7 alternatives?

Popular Context7 alternatives include GitHub Copilot, Codeium, TabNine.

What is Context7 used for?

Context7 is commonly used for Retrieve current, version-specific library docs inside AI coding assistants, Avoid hallucinated or outdated code examples from LLMs, Look up code samples for unfamiliar or fast-changing libraries.

Does Context7 have an API?

Yes, Context7 offers an API for developers.

What platforms does Context7 support?

Context7 is available on Web, API.

Information Accuracy

Please note: While we regularly update all tool information including descriptions, features, pricing, and other details, this information may change over time as tools evolve and update their offerings. For the most current and accurate information, we recommend visiting the official website directly. Our goal is to provide you with comprehensive and up-to-date information to help you make informed decisions.