Serveurs MCP mémoire et connaissance

150 serveurs sur 265

• 0xshellming/mcp-summarizer

  AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML…

• 1mcp/agent

  A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

• 20alexl/claude-engram

  Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks.…

• 8randonpickart5/alderpost-mcp

  8 bundled intelligence endpoints (security, company, threat, compliance, sales, sports, property, health) via x402…

• a2cr/a2cr

  MCP server for AI-agent handoffs. Saves client-encrypted WorkBaton checkpoints and WorkStash notes so Codex, Claude…

• Abhigyan-Shekhar/Waggle-mcp

  Persistent graph memory for AI agents. Drop a conversation turn in via `observe_conversation()` and facts are…

• Aganium/agenium

  Bridge any MCP server to the agent:// network — DNS-like identity, discovery, and trust for AI agents. Makes your tools…

• AgentBase1/mcp-server

  AgentBase: open registry of agent instruction files for AI agents. Search and retrieve system prompts, skills,…

• AgentHotspot

  Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketplace

• agentic-mcp-tools/memora

  Persistent memory with knowledge graph visualization, semantic/hybrid search, cloud sync (S3/R2), and cross-session…

• AgenticRevolution/memory-nexus-cloud

  Cloud-hosted persistent semantic memory for AI agents. Semantic search, knowledge graphs, specialist expertise hats,…

• AgentModule/mcp

  Agent-native knowledge infrastructure. Deterministic, vertical-specific knowledge bases engineered for autonomous agent…

• aidesignblueprint/integrations

  Read-only doctrine access for the Agentic AI Blueprint — the industry standard reference for safe, observable, and…

• ailenshen/apple-notes-mcp

  Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite queries for listing/searching,…

• aitytech/agentkits-memory

  Persistent memory for AI coding assistants with hybrid search (FTS5 + vector embeddings), session tracking, automatic…

• AlekseiMarchenko/central-intelligence

  Persistent memory for AI agents. Five tools (remember, recall, context, forget, share) with semantic search via vector…

• alexanderclapp/clirank-mcp-server

  API intelligence for AI coding agents. 387 APIs scored on agent-friendliness with tools to recommend, compare, check…

• alibaizhanov/mengram

  Human-like memory layer for AI agents with semantic, episodic, and procedural memory. Claude Code hooks (auto-save,…

• AliceLJY/recallnest

  Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25),…

• andreas-roennestad/openhive-mcp

  Shared knowledge base where AI agents search and post problem-solution pairs. Agents query before solving, post after…

• AntonioTF5/soul-mcp-server

  Validate and generate SOUL.md agent identity files from Claude Desktop. SOUL.md is the open format for persistent AI…

• apecloud/ApeRAG

  Production-ready RAG platform combining Graph RAG, vector search, and full-text search. Best choice for building your…

• ariekogan/ateam-mcp

  Build, validate, and deploy multi-agent AI solutions on the ADAS platform. Design skills with tools, manage solution…

• arikusi/deepseek-mcp-server

  MCP server for DeepSeek AI with chat, reasoning, multi-turn sessions, function calling, thinking mode, and cost…

• ark-forge/mcp-eu-ai-act

  EU AI Act compliance scanner that detects regulatory violations in AI codebases with risk classification and…

• arthurpanhku/Arthor-Agent

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• askbudi/roundtable

  Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code, Cursor, Gemini) through intelligent…

• Auctalis/nocturnusai

  Deterministic reasoning engine for AI agent context compression. Extracts structured facts with logical inference,…

• Battam1111/Myco

  Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse /…

• besslframework-stack/project-tessera

  Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store…

• bh-rat/context-awesome

  MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching the best resources for your agent.

• bitatlas-group/bitatlas

  Zero-Knowledge Cloud Drive for Humans and Agents. Client-side AES-256-GCM encryption with 7 MCP tools for encrypted…

• bitbonsai/mcp-obsidian

  Universal AI bridge for Obsidian vaults using MCP. Provides safe read/write access to notes with 11 comprehensive…

• blockrunai/blockrun-mcp

  Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. Pay-per-use via x402 micropayments with…

• bluzername/lennys-quotes

  Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube…

• buildsyncinc/gibs-mcp

  Regulatory compliance (AI Act, GDPR, DORA) with article-level citations

• cachly-dev/cachly-mcp

  Persistent AI memory brain for Claude Code, Cursor, Copilot, Windsurf, Cline & Zed. `session_start()` briefs your AI on…

• cameronrye/openzim-mcp

  Modern, secure MCP server for accessing ZIM format knowledge bases offline. Enables AI models to search and navigate…

• CanopyHQ/phloem

  Local-first AI memory with causal graphs and citation verification. Semantic search, confidence decay when code drifts,…

• carlosahumada89/govrider-mcp-server

  Match your tech product or consulting service to thousands of live government tenders, RFPs, grants, and frameworks…

• Cartisien/engram-mcp

  Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama…

• Cavinooo/claude-find

  Pull Deep Memory from across your Claude Code Sessions — when you need it.

• cdeust/Cortex

  Persistent memory for Claude Code grounded in computational neuroscience (41 cited papers). Thermodynamic decay,…

• celiums/celiums-memory

  Cognitive memory engine with 5,100+ knowledge modules, circadian rhythm awareness, and emotional state tracking (PAD…

• cg3-llc/prior_mcp

  Shared knowledge base where AI agents exchange proven solutions — including failed approaches, so your agent skips the…

• chatmcp/mcp-server-chatsum

  - Query and summarize your chat messages with AI prompts.

• CheMiguel23/MemoryMesh

  Enhanced graph-based memory with a focus on AI role-play and story generation

• ChrisGVE/workspace-qdrant-mcp

  Project-scoped semantic workspace memory for AI coding assistants. Watches your project files, auto-indexes code and…

• cinderwright-ai/cinderwright-api

  x402 Discovery Hub. Search engine for the agent economy with 1450+ services indexed. Pay with USDC on Base via x402.

• cipherfoxie/sovereign-mcp

  MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering log of self-hosted AI on NVIDIA DGX Spark…

• CodeAbra/iai-mcp

  Local memory daemon with three-tier storage (episodic/semantic/procedural), vector search via LanceDB +…

• codeislaw101/katzilla

  Unified data API for AI agents — 300+ free, public, and government data sources behind a single API key. Access…

• contextstream/mcp-server

  Universal persistent memory for AI coding tools. Semantic code search, knowledge graphs, impact analysis, decision…

• conversation-handoff-mcp

  Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter.

• cryptosquanch/legends-mcp

  Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic…

• darktw/usecortex-mcp

  Persistent knowledge memory for AI agents. Two-way flow: read context into projects and write discoveries back.…

• Data-Everything/mcp-server-templates

  One server. All tools. A unified MCP platform that connects many apps, tools, and services behind one powerful…

• dcostenco/prism-mcp

  Zero-config persistent memory for AI agents with local SQLite. Mind Palace web dashboard, time travel (rewind/replay…

• decisionnode/DecisionNode

  Record development decisions as structured JSON, embed as vectors via Gemini, and search semantically over MCP. Shared…

• dengls24/annota

  AI-powered paper annotation MCP server. Reads papers, highlights key findings with semantic color coding, explains…

• depwire/depwire

  Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, JavaScript, Python, Go, Rust, and C. Arc…

• Destrayon/Connapse

  Self-hosted knowledge backend for AI agents with hybrid vector + keyword search, container-isolated indexes, and 11 MCP…

• deusXmachina-dev/memorylane

  Desktop app that captures screen activity via event-driven screenshots, stores AI-generated summaries and OCR text…

• dl4rce/flaiwheel

  Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid…

• dnotitia/akb

  Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files…

• dodopayments/contextmcp

  Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.

• doggychip/agentforge

  Unified API gateway and marketplace for 300+ AI agents. One API key, REST + streaming, 90% creator revenue share,…

• DollhouseMCP/mcp-server

  One-line installable MCP server that adds reusable customization elements — personas, skills, templates, agents,…

• DomDemetz/claude-soul

  Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes,…

• doobidoo/MCP-Context-Provider

  Static server that provides persistent tool-specific context and rules for AI models

• doobidoo/mcp-memory-service

  Universal memory service providing semantic search, persistent storage, and autonomous memory consolidation

• dot-RealityTest/obsidian-codex-mcp

  Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP clients. Works directly with markdown…

• duaraghav8/MCPJungle

  Self-hosted MCP Server registry for enterprise AI Agents

• DuhoKim/NebulaMind

  Collaborative astronomy wiki built by AI agents. 34 topics, 115 knowledge graph connections. Register, read, edit,…

• edgarriba/prolink

  Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and transaction between AI agents

• edobusy/agenthold

  Shared versioned state store with optimistic concurrency control for coordinating concurrent AI agents. SQLite-backed…

• elisymlabs/elisym

  AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). NIP-89 discovery, NIP-90 jobs, NIP-44 v2…

• elvismdev/mem0-mcp-selfhosted

  Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings.…

• entanglr/zettelkasten-mcp

  A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you…

• entire-vc/evc-spark-mcp

  Search and discover AI agents, skills, prompts, bundles and MCP connectors from a curated catalog of 4500+ assets.

• epicsagas/alcove

  MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for…

• ErebusEnigma/context-memory

  Persistent, searchable context storage across Claude Code sessions using SQLite FTS5. Save sessions with AI-generated…

• espadaw/Agent47

  Unified job aggregator for AI agents across 9+ platforms (x402, RentAHuman, Virtuals, etc).

• evc-team-relay-mcp

  Give AI agents read/write access to your Obsidian vault via MCP

• fabio-rovai/open-ontologies

  AI-native ontology engineering with 39 tools and 5 prompts for OWL/RDF/SPARQL. Validate, query, diff, lint, version,…

• For-Sunny/hebbian-mind-enterprise

  Self-organizing neural graph memory with Hebbian learning for AI systems. Connections strengthen through co-activation…

• g1itchbot8888-del/agent-memory

  Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict…

• garasegae/aiskillstore

  Agent-first skill marketplace where AI agents discover, purchase, and integrate skills via MCP protocol. Supports 7+…

• gavelin-ai/mcp

  State legislative intelligence for AI agents. Speaker-attributed hearing transcripts, bills, votes, and AI-generated…

• GetCacheOverflow/CacheOverflow

  AI agent knowledge marketplace where agents share solutions and earn tokens. Search, publish, and unlock previously…

• giskard09/giskard-oasis

  A still point for AI agents in fog. When an agent loses its thread, Oasis distills its original purpose and returns…

• GistPad-MCP

  Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a…

• giuliohome-org/doc-manager

  Personal document vault on Azure Blob Storage with a built-in MCP server. Client-side AES-256-GCM zero-knowledge…

• glenngillen/mcpmcp-server

  A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.

• gpu-bridge/mcp-server

  Unified GPU inference API with 30 AI services (LLM, image gen, video, TTS, whisper, embeddings, reranking, OCR) as MCP…

• graphlit-mcp-server

  Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search…

• gregario/3dprint-oracle

  3D printing filament and materials knowledge base. 6,957 filaments from SpoolmanDB with material properties, print…

• gregario/brewers-almanack

  A brewing knowledge MCP server with beer styles (BJCP 2021), 113 hop varieties, malts, yeasts, water profiles,…

• gregario/lego-oracle

  LEGO sets, parts, minifigs, colours, and inventories from Rebrickable. 10 tools for searching sets, finding parts by…

• gzoonet/cortex

  Local-first knowledge graph for developers. Watches project files, extracts entities and relationships via LLMs, builds…

• hamflx/imagen3-mcp

  A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text…

• hannesrudolph/mcp-ragdocs

  An MCP server implementation that provides tools for retrieving and processing documentation through vector search,…

• harrison/ai-counsel

  Deliberative consensus engine enabling multi-round debate between AI models with structured voting, convergence…

• hashgraph-online/hashnet-mcp-js

  MCP server for the Registry Broker. Discover, register, and chat with AI agents on the Hashgraph network.

• HatmanStack/ragstack-mcp

  MCP server for RAGStack serverless knowledge bases. Search, chat with AI-generated answers, upload documents/media,…

• hifriendbot/cogmemai-mcp

  Persistent cognitive memory for Claude Code. Cloud-first with semantic search, AI-powered extraction, and project…

• hubinoretros/deep-thinker

  Advanced cognitive reasoning MCP server with DAG-based thought graph, 5 reasoning strategies (sequential, dialectic,…

• hyunjae-labs/lore

  Semantic search across Claude Code conversations. Hybrid vector + keyword search with Reciprocal Rank Fusion, fully…

• idapixl/algora-mcp-server

  Browse and search open-source bounties on Algora. 5 tools: list, search, filter by org/tech/amount, get top bounties,…

• IgorGanapolsky/mcp-memory-gateway

  Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes…

• ikoskela/wisepanel-mcp

  Multi-agent deliberation with divergent context enhancement. Roles are dynamically generated to surround the…

• isaac-levine/forage

  Self-improving tool discovery for AI agents. Searches registries, installs MCP servers as subprocesses, and persists…

• JamesANZ/cross-llm-mcp

  An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and…

• JamesANZ/memory-mcp

  An MCP server that stores and retrieves memories from multiple LLMs using MongoDB. Provides tools for saving,…

• JamesANZ/us-legal-mcp

  An MCP server that provides comprehensive US legislation.

• jaspertvdm/mcp-server-gemini-bridge

  Bridge to Google Gemini API. Access Gemini Pro and Flash models through MCP.

• jaspertvdm/mcp-server-ollama-bridge

  Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.

• jaspertvdm/mcp-server-openai-bridge

  Bridge to OpenAI API. Access GPT-4, GPT-4o and other OpenAI models through MCP.

• jcdickinson/simplemem

  A simple memory tool for coding agents using DuckDB and VoyageAI.

• JinNing6/Noosphere

  Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as…

• jinzcdev/markmap-mcp-server

  An MCP server built on [markmap](https://github.com/markmap/markmap) that converts **Markdown** to interactive **mind…

• Jovancoding/Network-AI

  Multi-agent orchestration MCP server with race-condition-safe shared blackboard. 20+ MCP tools: blackboard read/write,…

• julien040/anyquery

  Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible…

• juspay/neurolink

  Making enterprise AI infrastructure universally accessible. Edge-first platform unifying 12 providers and 100+ models…

• K-Dense-AI/claude-skills-mcp

  Intelligent search capabilities to let every model and client use [Claude Agent…

• kael-bit/engram-rs

  Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic…

• kaliaboi/mcp-zotero

  A connector for LLMs to work with collections and sources on your Zotero Cloud

• keepgoing-dev/mcp-server

  Project memory for AI coding sessions. Auto-captures checkpoints on git commits, branch switches, and inactivity, then…

• khalidsaidi/ragmap

  MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured…

• kunwar-shah/claudex

  Persistent memory + FTS5 full-text search for Claude Code conversation history. Indexes `~/.claude/projects/` JSONL…

• KVANTRA-dev/NOUZ-MCP

  Semantic knowledge graph for Obsidian. Three modes (pure graph / semantic classification / strict hierarchy), local…

• l33tdawg/sage

  Institutional memory for AI agents with real BFT consensus. 4 application validators vote on every memory before it's…

• laradji/deadzone

  Local-first semantic search over library docs. Single Go binary, MCP stdio, vector index pinned to the binary version.…

• leesgit/claude-session-continuity-mcp

  Zero-config session continuity for Claude Code. Auto-captures context via Claude Hooks, provides 25 tools for memory,…

• lfrmonteiro99/memento-mcp

  Local-first persistent memory for AI coding agents. Captures facts, decisions, patterns, and architecture notes in…

• linxule/lotus-wisdom-mcp

  Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-perspective reasoning with skillful…

• lithtrix/lithtrix-mcp

  Memory Consolidation for AI agents across vendors, owners, and time. Persistent memory, credibility-scored web search,…

• louis030195/easy-obsidian-mcp

  Interact with Obsidian vaults for knowledge management. Create, read, update, and search notes. Works with local…

• LuizEduPP/rememb

  Persistent memory for AI agents with sectioned entries (project/user/context/etc), semantic search, CLI, and…

• lyonzin/knowledge-rag

  Local RAG system for Claude Code with hybrid search (BM25 + semantic), cross-encoder reranking, markdown-aware…

• MakeaMouse/fish-bridge-mcp

  Compresses AI chat sessions into a typed knowledge graph (~300–800 tokens). Works file-based in Copilot, Claude Code,…

• malamutemayhem/unclick-agent-native-endpoints

  110+ tools for AI agents spanning social media, finance, gaming, music, AU-specific services, and utilities.…

• Markgatcha/universal-mcp-toolkit

  A universal MCP aggregator toolkit that connects AI agents to multiple MCP servers through a single unified…

• markmhendrickson/neotoma

  Deterministic state layer for AI agents. Stores versioned entities (contacts, tasks, transactions, decisions) with…

• MastadoonPrime/sylex-search

  Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools,…

• mattjoyce/mcp-persona-sessions

  Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal…

• maxkuminov/obsidian-mcp

  Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph…

• mem0ai/mem0-mcp

  A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for…

• memstate-ai/memstate-mcp

  Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict…

• mercurialsolo/counsel-mcp

  Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive…

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