contextual-mcp-server
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A Model Context Protocol (MCP) server providing RAG capabilities using Contextual AI, integrating with various MCP clients like Cursor IDE and Claude Desktop.
The Contextual MCP Server acts as a bridge between AI interfaces such as Cursor IDE or Claude Desktop and a specialized Contextual AI agent. It processes queries, retrieves information from a knowledge base, and generates context-aware responses grounded in source documentation. The server supports intelligent retrieval and maintains conversation context, ensuring responses include citations and attributions. It requires Python 3.10 or higher, a Contextual AI API key, and an MCP-compatible environment. The server can be configured to integrate with different AI interfaces by modifying the MCP configuration file, and it uses 'uv' for dependency management.
Features
- Query Processing: Direct domain-specific questions to a dedicated Contextual AI agent.
- Intelligent Retrieval: Searches through comprehensive information in your knowledge base.
- Context-Aware Responses: Generates answers grounded in source documentation with citations.
- Accurate Responses: All answers are grounded in your documentation.
- Real-time Updates: Responses reflect the latest documentation in your datastore.
