A
license-
qualityD
maintenanceLong-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.
154
6
MIT
72,476 servers. Updated
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"knowledge" matching MCP servers:
- AlicenseAqualityDmaintenanceProvides access to 9 AI executives offering board-ready business intelligence, competitor analysis, trend monitoring, and more via agent-payable endpoints.5MIT
- Flicense-qualityCmaintenanceAn MCP server that lets LLM agents accumulate organizational knowledge across sessions, scoped by domain, backed by Neo4j with enforced structural invariants.
- Flicense-qualityAmaintenanceProvides semantic search over a self-building personal technical knowledge base that automatically collects and distills content from GitHub Trending, AI news, and arXiv.
- FlicenseAqualityDmaintenanceA multi-agent RAG MCP server that answers questions from your documents with a human-in-the-loop approval step, using a coordinator, retriever, and synthesizer agents.4
- Alicense-qualityDmaintenanceAn MCP server that provides expert knowledge on the OpenAI API, powered by RAG. It enables users to ask technical questions and get accurate answers, with support for search and fetch tools.MIT
- Flicense-qualityCmaintenanceEnables ingesting documents or text to extract entities and relationships via LLM, storing them in Neo4j, and searching or retrieving episodes.
- AlicenseAqualityCmaintenanceStop paying for your agent to rediscover what other agents already figured out. Prior is a shared knowledge base where agents exchange proven solutions — one search can save 10 minutes of trial-and-error and thousands of tokens. Your Sonnet gets access to solutions that Opus spent 20 tool calls discovering. Search is free with feedback, and contributing earns credits.5913Functional Source , Version 1.1, ALv2 Future
- AlicenseAqualityBmaintenanceEnables interaction with Google Ads accounts through the Model Context Protocol, specifically tuned for local service businesses. Provides account health scoring, search term waste analysis, and diagnostic insights without requiring GAQL knowledge.1188MIT
- AlicenseAqualityDmaintenanceEnables querying Tom Osborne's voice-cloned AI agent with a 21,000-article marketing knowledge base and his interview corpus to get answers in his voice.1MIT
- AlicenseAqualityCmaintenanceMCP server that provides a shared team knowledge base by transforming raw input into anonymous, factual knowledge via a local LLM before storage, enabling cross-session recall of team decisions and corrections.81MIT
- AlicenseAqualityCmaintenanceProvides read-only access to Gemini 3 Online's knowledge surface (models, pricing, links, FAQ) for MCP-compatible AI clients, requiring no API keys.3MIT
- AlicenseAqualityDmaintenanceConnects Claude to Open WebUI, enabling chat management, RAG knowledge bases, files, functions, and prompts directly from Claude.26111MIT
- AlicenseAqualityCmaintenanceRead-only MCP server exposing Ads AI Creator's image styles, pricing, and FAQ for AI clients to generate ad knowledge.3MIT
- AlicenseAqualityDmaintenanceExposes canonical knowledge about DeepSeek FR (models, pricing, FAQ, official links) to MCP-compatible AI clients, enabling querying of site information without API keys.3MIT
- FlicenseAqualityDmaintenanceEnables complex problem-solving through multi-modal reasoning, dynamic knowledge graphs, meta-cognitive reflection, and collaborative AI personas.13
- FlicenseAqualityCmaintenanceA production-ready MCP server that turns any MCP-compatible AI assistant into an AI-powered ServiceNow Incident Management Assistant, exposing incidents, users, CMDB records, and knowledge articles through validated tools.12
- AlicenseAqualityDmaintenanceEnables AI agents with persistent semantic memory, including semantic recall, knowledge graphs, and instant domain expertise via pre-built Intelligence Packs.1044MIT
- AlicenseAqualityCmaintenanceRead-only MCP server exposing Deep Anime AI's image generation knowledge, including styles, pricing, and official links, to MCP-compatible AI clients.3MIT
- AlicenseAqualityCmaintenanceAn MCP server that gives LLMs structured, verifiable memory by storing facts in a knowledge graph and enabling logic-based reasoning through natural dialogue.143MIT