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qualityC
maintenanceAn MCP server integrating LangChain, RAG, and Agent to provide knowledge retrieval and tool invocation through natural language.
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"MCP integration with LangChain documentation" matching MCP servers:
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- -licenseAquality-maintenanceEnables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.Last updated3
- AlicenseAqualityDmaintenanceA Model Context Protocol implementation that enables AI assistants to interact with markdown documentation files, providing capabilities for document management, metadata handling, search, and documentation health analysis.Last updated149958MIT
- AlicenseCqualityDmaintenanceMemory bank with Server as SSH support for central knowledge baseLast updated153136MIT
- -license-quality-maintenanceA bridging framework that integrates Knowledge Organization Infrastructure (KOI) with Model Context Protocol (MCP), enabling autonomous agents to exchange personality traits and expose capabilities as standardized tools.Last updated2
- Alicense-qualityBmaintenanceMCP server for alive-analysis. Query, search, and retrieve structured analysis history written with the ALIVE loop (Ask→Look→Investigate→Voice→Evolve), plus dashboard JSON export.Last updated42MIT
- Alicense-qualityDmaintenanceA FastMCP-based MCP server for the R2R API, enabling integration with document management, knowledge graphs, and RAG systems through automatically generated tools and resources.Last updatedMIT
- Alicense-qualityDmaintenanceAn open-source MCP server that provides applications like Cursor, Windsurf, and Claude with access to llms.txt documentation files, allowing users to control and audit context retrieval.Last updated8MIT
- Alicense-qualityDmaintenanceFacilitates knowledge graph representation with semantic search using Qdrant, supporting OpenAI embeddings for semantic similarity and robust HTTPS integration with file-based graph persistence.Last updated1024MIT
- AlicenseBqualityFmaintenanceEnhances user interaction through a persistent memory system that remembers information across chats and learns from past errors by utilizing a local knowledge graph and lesson management.Last updated1379,44952MIT
- Alicense-qualityDmaintenanceConnects Bear Notes to AI assistants using semantic search and RAG (Retrieval-Augmented Generation), allowing AI systems to access and understand your personal knowledge base through meaningful search rather than just keyword matching.Last updated4613MIT
- Alicense-quality-maintenanceEnables integration with Volcengine (火山引擎) knowledge base service through Claude Desktop, providing knowledge base search and conversational AI capabilities with secure credential management.Last updated
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- Flicense-qualityBmaintenanceA Model Context Protocol server that enables AI agents to query a Graphiti knowledge graph and pgvector document store for evidence-backed responses via hybrid search and RAG.Last updated
- Flicense-qualityDmaintenanceEnables users to query weather, perform web research, and manage a graph database through natural language.Last updated1
- Flicense-qualityCmaintenanceEnables ingesting documents or text to extract entities and relationships via LLM, storing them in Neo4j, and searching or retrieving episodes.Last updated
- AlicenseAquality-maintenanceProvides AI-driven project memory management through structured prompts that help Claude parse tasks from specs, review code changes, sync with commit history, and maintain project documentation without directly accessing files.Last updated7