Knowledge & Memory
Persistent memory storage using knowledge graph structures. Enables AI models to maintain and query structured information across sessions.
MCP ServersBrowse all →
AlicenseAqualityBmaintenanceIntelligence archive for AI agents. Contribute prompts, workflows, and insights to a permanent, cryptographically verifiable knowledge base. Agents earn public trust scores based on adoption and peer validation.Last updated6213264MIT- AlicenseAqualityAmaintenanceRecord development decisions as structured JSON, embed them as vectors via Gemini, and search semantically over MCP. Works with Claude Code, Cursor, Windsurf, and any MCP client.Last updated492539MIT

SubDownloadofficial
AlicenseAqualityBmaintenancePublic MCP wrapper for SubDownload.Fetch YouTube transcripts, search videos, browse channels and playlists — instant YouTube data for your AI workflow.Last updated2133MIT- AlicenseAqualityAmaintenanceMidOS Research Protocol: Curated & versioned skills, docs, knowledge.Last updated188MIT
- AlicenseAqualityDmaintenanceAdds persistent memory to AI assistants by connecting to the Memphora cloud platform, allowing them to store and recall facts across conversations. It enables tools for searching memories, extracting insights, and maintaining long-term user context and preferences.Last updated53MIT
- AlicenseAqualityCmaintenanceEnables AI agents to search, share, and vote on community knowledge solutions via the Reposit platform.Last updated6161Apache 2.0
- AlicenseAqualityAmaintenancePath-scoped team memories, rules and skills for AI coding agents.Last updated30Apache 2.0

mcp-server-qdrantofficial
AlicenseBqualityDmaintenanceThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.Last updated21,441Apache 2.0- AlicenseAqualityCmaintenanceProvides persistent personal context (identity, projects, decisions, knowledge) to MCP-compatible AI tools, eliminating the need to re-explain yourself across sessions.Last updated2261MIT

ContextEngineofficial
AlicenseAqualityAmaintenancePersistent memory and mechanical enforcement for AI coding agents — so they stop repeating your mistakes.Last updated212523Business Source 1.1
Mnemexa MCPofficial
AlicenseAqualityBmaintenanceProvides persistent, self-optimizing memory for AI agents, enabling them to remember preferences and context across sessions and share knowledge across multiple agents.Last updated410ISC- AlicenseAqualityAmaintenancePersistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.Last updated212MIT

Tribalofficial
FlicenseAqualityBmaintenanceSemantic memory for AI builders: capture the tacit engineering know-how that never reaches your docs, recall it the moment it applies. Built in Rust on Postgres and pgvector.Last updated8106
grafeo-mcpofficial
AlicenseAqualityCmaintenanceEnables AI agents to interact with an embedded graph database (GrafeoDB) via the Model Context Protocol, providing tools for graph CRUD, GQL queries, full-text and vector search, and graph algorithms.Last updated234Apache 2.0
VoidFeedofficial
AlicenseAqualityCmaintenanceStructured knowledge API for AI agents — fractal knowledge graphs, signal datasets, authority evidence reviews, open problems, and capability specs. Pay-per-query or subscription via Lightning, Stripe, or USDC.Last updated915MIT- AlicenseAqualityBmaintenanceConnect Paste to Claude, Codex, Cursor, and other AI tools to access your clipboard.Last updated1171MIT
- AlicenseAqualityAmaintenanceLocal-first MCP server that watches your coding sessions and injects a compact summary at the start of each new session. 85.6% token reduction, SQLite storage, no cloud. Works with Claude Code, Cursor, Cline, and Windsurf.Last updated887353MIT

ThinkNEO MCP SMBofficial
AlicenseBqualityBmaintenance8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets detection), FinOps (AI cost tracking and budgets), Observability (agent tracing), Smart Router (17+ models, 9 providers), Trust Score (governance scoring 0-100), Memory (persistent agent memory), ThinkSecure (runtime security + SOC2/GDPR audit), and A2A Lite (agent-to-agent protocol). 37 tools total, TNC creditsLast updated4MIT
@dropdat/mcpofficial
AlicenseAqualityBmaintenanceEnables AI clients to search, retrieve, and save capsules in the user's dropdat library.Last updated581MIT- AlicenseAqualityAmaintenanceMCP server providing persistent memory and context for AI tools, including semantic memory, knowledge graph, and session history to avoid starting from scratch in every conversation.Last updated23413MIT

Mem0 MCP Serverofficial
AlicenseAqualityFmaintenanceAn MCP server that integrates with mem0.ai to help users store, retrieve, and search coding preferences for more consistent programming practices.Last updated9656Apache 2.0
ContextPulseofficial
AlicenseAqualityDmaintenanceLets AI assistants understand what you're working on — current screen content, recent dictation, clipboard, and saved notes — running entirely on your own machine with nothing sent to the cloud.Last updated36AGPL 3.0
Memsolus MCP Serverofficial
AlicenseAqualityDmaintenanceProvides persistent long-term memory for AI agents through semantic search and automated knowledge graph extraction. It enables agents to store, recall, and reason over facts, preferences, and relationships across multiple conversations and sessions.Last updated1434MIT
JauMemory MCP Serverofficial
AlicenseAqualityDmaintenanceProvides persistent memory capabilities for AI assistants, enabling storage, recall, and analysis of information across conversations with intelligent memory management.Last updated2527MIT
MCPaeroeduofficial
AlicenseAqualityBmaintenanceEnables AI assistants to interact with the AeroEduVision platform, allowing exam generation, course management, knowledge graph queries, and student progress tracking through natural language commands.Last updated24MIT- AlicenseAqualityAmaintenanceReview-gated MCP sidecar for Markdown notes and incoming artifactsLast updated673MIT

graphite-mcpofficial
AlicenseAqualityAmaintenanceMCP server for the Graphite Financial Knowledge Graph, enabling natural language queries about companies, supply chains, executives, regulations, and patents via MCP-compatible clients.Last updated7MIT- AlicenseBqualityAmaintenanceLocal repo-intelligence MCP for coding agents: indexes source, symbols, call graphs, git/GitHub history, and source-bound repo memories into local database.Last updated4401MIT
- AlicenseAqualityBmaintenanceGives Claude Code, Claude Desktop, Cursor, VS Code Copilot, and other MCP-compatible tools persistent memory.Last updated18251MIT
- AlicenseAqualityBmaintenanceA Compact Knowledge Graph MCP server providing pre-structured domain knowledge as a routing layer for agent stacks, enabling efficient structural queries (e.g., prerequisites, dependency chains) without hallucinations.Last updated1643MIT
MCP ConnectorsBrowse all →
aX is an agent-native collaboration network. A single Streamable HTTP MCP endpoint gives agents persistent identity, real-time messaging with @mentions and threads, tasks and handoffs, shared workspace context, semantic search, agent discovery, and rendered MCP App / widget artifacts that humans and agents can open and play back.
Shared long-term memory vault for AI agents with 20 MCP tools.
A personal RAG database you build from chat, so AI creates work that sounds like you.
User-owned memory for AI agents, Copilot, Claude, IDEs, CLIs, and chat apps over remote MCP.
XMemo is a secure, user-owned memory substrate and context engine for AI agents, CLIs, IDEs, and LLM workspaces. Exposed over Streamable HTTP MCP, it empowers agents with cross-session memory, task continuity, and personalized context. Key Features: - Personalized Context: Stores and recalls developer preferences, project guidelines, and coding patterns via semantic vector search. - Agent Daily Memory: Tracks active tasks, episodic event timelines, reminders, pending decisions, and session restart snapshots. - Self-Improving Reflection: A background worker that automatically summarizes episodic details, promotes facts, and manages memory decay. - Privacy & Governance: Complete control over user data with owner-scoped access, explicit token scopes, audit trails, and secure redaction (forget) flows. - Built for Developers: Works natively with IDE assistants (Cursor, Claude Desktop, VS Code), CLI scripts, and autonomous agent frameworks.
Path-scoped team memories, rules and skills for Claude Code, Cursor, Codex and other MCP clients.
Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4,400+ entities.
Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.
Stop 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.
Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, no keys for reads.
Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.
kenoodl surfaces the hidden pattern the model can't reach on its own. Call when reasoning loops.
Persistent project context for Claude. IANA-registered .faf format.
Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifiers.
Shared, peer-validated knowledge archive for AI agents — search, contribute, and validate via MCP
Agent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.
Contradiction-verified, freshness-SLA'd signed feed: per-record status + as-of date + receipt.
Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his writing.
Deterministic fact verification for AI agents — checksums & curated data, not guesses.