A
license-
qualityB
maintenanceLocal knowledge engine for codebases with hybrid search, knowledge graph, and interaction tracking, enabling Claude Code to search and interact with project knowledge locally.
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MIT
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"knowledge" matching MCP servers:
- Alicense-qualityCmaintenanceAn MCP server that enables AI agents to query specialized, domain-specific knowledge bases built using the LightRAG framework for enhanced retrieval-augmented generation. It allows for managing and searching knowledge graphs and vector embeddings to provide accurate, context-aware information during an AI assistant's reasoning process.Last updated54MIT
- Flicense-qualityCmaintenanceServes markdown knowledge from a git repository over MCP, providing tools to list, search, and retrieve documents.Last updated
- Flicense-qualityCmaintenanceServes locally stored knowledge bases (e.g., Trading-Knowledge, Bug-Bounty-Knowledge) to MCP agents, enabling listing, searching, and fetching documents without GitHub authentication.Last updated
- AlicenseAqualityAmaintenanceLocal RAG system for Claude Code with hybrid search (semantic + BM25), cross-encoder reranking, markdown-aware chunking, and 12 MCP tools. Zero external servers, pure ONNX in-process.Last updated13104MIT
- FlicenseAqualityCmaintenanceAutomatically organizes and merges learned CS knowledge into a graph structure using Claude for entity/relation extraction and SQLite for storage, with tools for ingestion, querying, merging, and managing nodes and edges.Last updated6
- AlicenseAqualityBmaintenanceA local knowledge graph MCP server that provides AI agents with permanent, structured memory about codebases, enabling semantic search, blast radius analysis, and convention enforcement.Last updated81MIT
- Alicense-qualityBmaintenanceAn MCP server that guides AI assistants to navigate documentation using their built-in tools (grep, file reading) instead of traditional RAG.Last updated353MIT
- Alicense-qualityAmaintenanceLong-term memory for AI agents. Compiles conversations into a structured knowledge base with Claim/Evidence model, source provenance, append-only timeline, and contradiction detection. Multi-path retrieval (Exact + BM25 + Graph + weighted RRF + reranker) — 96.6% R@5 on LongMemEval-S, zero vector dependencies.Last updated1MIT
- Alicense-qualityBmaintenance语义搜索知识库，支持文档获取和索引刷新，使AI Agent能够检索团队知识。Last updated342ISC
- Alicense-qualityDmaintenanceLong-term memory system for AI agents that accumulates domain expertise through mentorship, automatically recalls relevant knowledge, and supports memory decay and growth with anti-fabrication.Last updated3146MIT
- Alicense-qualityDmaintenanceEnables LLMs to search and retrieve information from large technical documentation (OpenAPI specs, markdown) via intelligent chunking and semantic search.Last updatedMIT
- Alicense-qualityBmaintenanceEnables AI agents to perform complex crypto operations like cross-chain routing, contract decoding, portfolio management, and anti-rug security checks, returning unsigned transactions for safe signing by the agent.Last updatedMIT
- Alicense-qualityCmaintenanceA portable, AI-agnostic second brain that stores typed memories with semantic recall and self-learning re-ranking, exposed to any MCP-capable AI as a local server.Last updated72MIT
- Flicense-qualityCmaintenanceExposes Dify knowledge base retrieval capabilities via MCP for use in Cursor and other MCP-compatible clients, enabling semantic search and document browsing.Last updated
- Flicense-quality-maintenanceProvides LLM-agnostic access to API documentation through MCP and REST endpoints, enabling AI assistants to retrieve, search, and proxy requests to whitelisted APIs across multiple platforms.Last updated
- Flicense-qualityBmaintenanceA high-precision local knowledge base server enabling AI agents to navigate, search, and reason about complex codebases using hybrid semantic, lexical, and graph retrieval.Last updated3
- AlicenseAqualityCmaintenanceAn improved implementation of persistent memory using a local knowledge graph with a customizable --memory-path. This lets Claude remember information about the user across chats.Last updated10249868MIT
- AlicenseAquality-maintenanceProvides centralized knowledge management for projects, allowing users to store, search, and maintain project-specific knowledge that persists across sessions.Last updated27141
- AlicenseAqualityCmaintenanceA forkable RAG project with an MCP server for VS Code/Copilot, enabling indexing and querying of knowledge from URLs, PDFs, or TeX files.Last updated4MIT