Context7 MCP Server
Context7 pulls up-to-date, version-specific documentation and code examples directly into AI prompts. Provides vector search and embedding storage for maintaining AI conversation context and semantic search in enterprise environments.
About this tool
Overview
Context7 MCP Server is the most popular MCP server in 2026, dominating FastMCP with nearly 2x the views of the #2 server. It focuses on memory management and injecting version-specific code documentation directly into AI prompts.
Features
- Up-to-date documentation: Pulls version-specific documentation and code examples straight from the source
- Vector search: Provides semantic search capabilities for finding relevant documentation
- Context management: Maintains AI conversation context across sessions
- Memory configuration: Configurable settings for context tokens, retention, and summarization
- Session management: Supports multiple concurrent sessions with configurable timeouts
- Automatic summarization: Optional auto-summarization of context for efficient token usage
- Relevance filtering: Adjustable relevance threshold for context retrieval
Configuration Options
Context7 supports extensive configuration through command-line options:
--max-context-tokens 4000: Maximum context tokens--retention-days 30: Data retention period--auto-summarization true: Automatic summarization feature--relevance-threshold 0.7: Relevance threshold for context retrieval--session-timeout 3600: Session timeout duration--max-sessions-per-user 10: Maximum sessions per user--cleanup-interval 86400: Cleanup interval timing
Use Cases
- Keeping AI assistants updated with latest framework documentation
- Providing version-specific code examples during development
- Maintaining context across long coding sessions
- Semantic search across documentation and codebases
- Enterprise knowledge management for AI applications
Integration
Available as a Visual Studio Code extension and compatible with all major MCP clients including Claude Desktop, Cursor, and other AI development tools.
Pricing
Free and open-source. Enterprise features available through Upstash platform.
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