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MCP servers · AI, RAG & memory

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

  1. io.github.AceDataCloud/mcp-sora
    MCP server for OpenAI Sora AI video generation
  2. io.github.AdelElo13/neurohive ★ 1
    Multi-agent memory intelligence with expertise tracking and conflict detection
  3. io.github.AdelElo13/neuromcp ★ 4
    Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation
  4. AgentAnycast
    P2P runtime for A2A protocol. Encrypted agent communication with zero-config NAT traversal.
  5. io.github.Agentled/mcp-server ★ 3
    Intelligent AI workflow orchestration with long-term memory, 100+ integrations, and unified credits.
  6. io.github.AiDimag/aidimag ★ 1
    Persistent, verified memory for AI coding agents: recall, capture, guardrails, review queue.
  7. AitherOS ADK ★ 9
    Agent runtime with typed memory, knowledge and code graphs, plus file and web tools
  8. coldstart ★ 9
    Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.
  9. AI Firewall MCP
    Multi-agent LLM security layer detecting prompt injection and jailbreaks.
  10. io.github.AkynZH/pash-mcp-server ★ 1
    Standalone MCP server with PASH compression. Saves ~87% LLM tokens via dynamic tool registration.
  11. io.github.Alejandro-M-P/git-courer ★ 43
    Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, real plumbing.
  12. MCP for Zotero
    Connect your Zotero reference library to AI assistants via Model Context Protocol.
  13. io.github.AlekseiMarchenko/central-intelligence ★ 3
    Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
  14. io.github.Alepha188838884/context-firewall ★ 2
    Local MCP proxy: collapses N servers' tools into 4 meta-tools and compresses large tool outputs.
  15. io.github.AliAkhtari78/spotifyscraper ★ 303
    Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.
  16. Palace ★ 5
    Local-first memory for coding agents — MCP server, single SQLite file, local embeddings
  17. PromptSpend
    LLM pricing where every rate carries its source and the date it was last confirmed.
  18. io.github.AndyAnh174/vibe-hnindex ★ 4
    Index source code into a local knowledge base, search with keyword + semantic + hybrid modes.
  19. io.github.Anirudhx7/suitecrm-mcp ★ 1
    Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.
  20. io.github.AntonioTF5/soul-mcp-server ★ 2
    MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.
  21. io.github.Antonytm/mcp-all ★ 1
    A Model Context Protocol server to run other MCP servers
  22. io.github.Antonytm/mcp-sitecore-server ★ 52
    A Model Context Protocol server for Sitecore
  23. TrainTools
    Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
  24. io.github.Apoth3osis-ai/agent-payment-mcp
    Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketplace.
  25. Nahuali ★ 3
    Trust-aware agent memory with evidence-backed recall, self-inspection, and audit history.
  26. io.github.Archerkattri/mathlas ★ 12
    Airtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.
  27. Embgrep
    Local semantic search — embedding-powered grep for files, zero external services.
  28. Bhived MCP ★ 35
    Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.
  29. Memory Kernel ★ 3
    Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.
  30. Exomem ★ 10
    Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory and hybrid search.
  31. io.github.Astrix-Labs/genesys-memory ★ 24
    Open-source causal memory for AI agents: persistent, explainable, MCP-native memory (13 tools).
  32. Archivist AI ★ 3
    Official remote MCP server for Archivist AI TTRPG campaign memory: characters, sessions, and more.
  33. io.github.AungMyoKyaw/betterprompt-mcp
    MCP server for AI-enhanced prompt engineering and request conversion.
  34. io.github.AustinMunday/tokenmaxxen-mcp
    Collective episodic memory for AI coding agents — search, deposit, comment, showcase builds.
  35. Citation Intelligence ★ 8
    Check what Perplexity, Claude, ChatGPT, Gemini, and Google AI Overviews cite for any query.
  36. io.github.Avi-Bendetsky/total-recall
    Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.
  37. quillrag ★ 2
    Single-binary local RAG MCP server in Rust. MiniLM compiled in, hybrid search, zero deps.
  38. io.github.BAS-More/total-recall
    Persistent, verified, cross-session memory for AI agents. 26 tools. SQLite + sync.
  39. TestGraph
    Shared semantic graph for AI reviews, classification and structured memory across AI assistants.
  40. Buy My Agent
    Search a curated, human-reviewed AI agent marketplace, and post what you could not find.
  41. io.github.BalajSaleem/criterion ★ 20
    Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance.
  42. io.github.Beever-AI/beever-atlas ★ 446
    Open-source LLM knowledge base: team chat into a typed knowledge graph and auto-generated wiki.
  43. Cartographer ★ 17
    Governance MCP server for agent-maintained knowledge bases (OKF): git-backed writes, search, lint.
  44. LiteLLM Multi-Model API
    Access 100+ LLMs with one API: GPT-4, Claude, Gemini, Mistral, and more.
  45. io.github.BillNobill/trello-mcp-server ★ 2
    Trello Model Context Protocol (MCP) Server for AI Agents
  46. io.github.BlackFoil/claude-token-saver-mcp ★ 4
    MCP server that offloads routine coding tasks to local LLM (Ollama) to save Claude API tokens
  47. io.github.BlackhatShiftey/seam-runtime
    SEAM: local-first memory runtime for AI agents, with retrieval and glassbox provenance over MCP.
  48. Open Brain ★ 8
    Graph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, decay, synthesis.
  49. Amicus ★ 2
    Multi-model LLM Council and parallel AI window for Claude Code. Fork any model, fold results back.
  50. Image Generator API
    AI image generation from text prompts via Gemini. x402 micropayment.