Knowledge, Memory & RAG MCP servers · page 14

Persistent memory, knowledge graphs, vector databases and RAG pipelines so AI agents remember context across sessions.

1,503 servers · showing 625–672

  1. 625FL Studio Agentorigami-research/fl-studio-agentDrive FL Studio from an AI agent: write notes, set tempo and levels, check what sounds, render.LocalFree1
  2. 626Forge Cascade MCP MemorySunFlash12/forge-cascade-mcpAI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.Local + RemotePaid service1
  3. 627heropen — AI Agent MemoryKoradji77/heropenPersistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys.LocalFree1
  4. 628Inkbolt vector and raster editorskulitom/InkboltLocal vector and raster editing engine for agents: layered documents, saved sessions and exports.LocalFree1
  5. 629KebivoOCNAI/kebivoSelf-hosted inbox for questions your AI agents couldn't answer. Report knowledge gaps over MCP.LocalAccount needed1
  6. 630Kirok MemoryTadFuji/kirok-mcpPersistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidationLocalAccount needed1
  7. 631KitchenSink4PPTKitchenSink4AI/KitchenSink4PPTPowerPoint (.pptx) MCP server: editable vector diagrams, tables, budgeted reads, render-to-verifyLocalFree1
  8. 632Knowledge Graphzcsabbagh/knowledge-graph-mcpKnowledge graph MCP for student learning with spaced repetition and mastery trackingLocalFree1
  9. 633loci3M1RY33T/lociScoped memory for coding agents: picks the right project, answers in scope, or abstains.LocalFree1
  10. 634Logbookcocaxcode/logbook-mcpDeveloper logbook MCP server. Notes, TODOs, standups, decisions, debug sessions, reminders.LocalFree1
  11. 635Lore Memory for Windowsfayzkk889/loreCited local coding-agent history for fresh Codex and Claude Desktop chats on Windows.LocalFree1
  12. 636macOS Appselfensky/macos-apps-mcpMail, Calendar, Reminders, Notes, Messages and more on macOS: cited pointers, previewed deletesLocalFree1
  13. 637Mazarbulmo-cmyk/mazarbulLocal-first memory for AI agents: entities, facts, relations and documents with semantic recall.LocalFree1
  14. 638MemCellmemcell-ai/mcpShared, persistent memory for AI agents: recall before acting, report outcomes to earn confidence.Local + RemoteFree11.9k
  15. 639Memory FabricelViRafa/agentic-memoryFile-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.LocalFree1
  16. 640MindCore Memorywoshilaohei/mindcore-memory-mcpAI long-term memory MCP server with importance scoring and confidence calibrationLocalFree1
  17. 641MindtrailRohitDeshmukh-1/Mindtrail-MCPPersistent, local-first memory for AI coding agents. Remember, recall and forget across sessions.LocalFree1
  18. 642nanomemOmBansod2/nanomemMemory that knows when a remembered fact has been replaced, not just when it was written.LocalFree1
  19. 643NativNativ-Technologies/nativ-mcpAI-powered localization — translate, manage translation memory, and access style guides.LocalAccount needed1
  20. 644NervaPackramdhavepreetam/NervaPackOffline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.LocalFree1
  21. 645NexTool MCP for GLPINexTools-Solutions/nextool-mcp-glpiMCP server for GLPI: tickets, ITIL, assets, knowledge base. GLPI 10/11. Not affiliated with Teclib'.Local + RemoteFree1
  22. 646Open Agent Commonswd666430-rgb/open-agent-commonsPublic broadcast and durable shared memory for AI systems and agents using signed Events.LocalFree1
  23. 647OpenToonzkonkomaji/opentoonz-mcpAnimate in OpenToonz from an AI assistant: native vector levels, xsheet timing, rigs and physics.LocalFree1
  24. 648Overwatch 2 DataBK927/overwatch-aioOverwatch 2 MCP for hero meta, public player stats, replays, patch notes, and OWCS Korea.LocalFree1
  25. 649Phototologyphototology-ai/phototologyPersistent memory for visual intelligence. A photo registry: analyze once, look up free after that.LocalAccount needed1
  26. 650PremAgenticpremagentic/premagenticOn-premises knowledge retrieval, with the rules you set enforced before anything is retrieved.LocalAccount needed1
  27. 651Qdrant Memorycnkang/qdrant-memory-mcpPersistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.LocalFree1
  28. 652Semurg agent memoryOne-Semurg/semurg-mcpSelf-hosted memory for AI agents over MCP: knowledge graph, vectors, graph RAG, cited answers.LocalAccount needed1
  29. 653Session Forge420247jake/session-forgePersistent memory and session intelligence for AI coding assistants. Zero config.LocalFree1158
  30. 654Sharedmemoryaisharedmemoryai/mcp-serverPersistent memory for AI agents. Remember, recall, and explore a shared knowledge graph.LocalAccount needed1
  31. 655shynshyn-labs/shynLocal-first ambient memory for your Mac — pages, meetings, notes, encrypted on-device.LocalFree1
  32. 656Verbative Memoryverbative/verbative-memoryOn-device, self-organizing memory for AI coding agents — recalls the right facts into each prompt.LocalFree1139
  33. 657Verified Repo Memorycognitivemyriad/mcp-verified-repo-memoryStale-proof repository memory with citations + just-in-time verification + TTL (repo-scoped).LocalFree1
  34. 658Voxlinxule/vox-mcpMulti-model AI gateway — 10 providers including Cloudflare and Vercel, with conversation memory.LocalFree1
  35. 659Yagami AI Context FirewallMatthewTracy/yagamiOpen-source AI context firewall for governed model, retrieval, memory, and tool access.LocalFree1
  36. 660Assertion MemoryAssertion-AI/assertionRecall your team's coding-agent memory. Install the Assertion plugin to capture it automatically.RemoteAccount needed1
  37. 661Attested Memory Marketalexar76/attested-memoryAttestable memory, truth, provenance. Hybrid Ed25519 + ML-DSA-65 receipts; USDC settlement on Base.RemotePaid service1
  38. 662BasicOpsBasicOps/mcp-serverBasicOps MCP server for project management, tasks, notes, and team collaboration.RemoteAccount needed1
  39. 663Charmnomiconkeppy/charmnomiconPublish, find, and use small web apps with humans and other agents, and leave each other notes.RemoteAccount needed1
  40. 664deAPIdeapi-ai/mcp-server-deapi35 AI tools for image/video generation, TTS, transcription, OCR & embeddings via deAPIRemoteAccount needed1
  41. 665DecRecdecrec-io/decrec-pluginDecision memory for AI agents: record, revisit, and resolve consequential choices.RemoteAccount needed1
  42. 666DELPHI Oracleachilliesbot/delphiReal-time AI intelligence signals and temporal knowledge graph for agent economyRemoteAccount needed1
  43. 667EmberPalmerschallon/emberA living knowledge graph to read, think against, and leave a deposit in that outlives you.RemoteAccount needed1
  44. 668Famulorbekservice/Famulor-MCPManage AI assistants, history, calls, campaigns, contacts, knowledge, messaging, and automations.RemoteAccount needed1
  45. 669Ferrolaser Partsjinweihan-ai/ferrolaser-parts-mcpFiber laser parts knowledge: laser sources, cutting/welding heads, CNC controls, alarm codes.RemoteAccount needed1
  46. 670Geo Agentlouislili/geo-agent-mcpGEO Agent Server. Injects product knowledge and SEO landing pages into geo.yigather.com.RemoteAccount needed1
  47. 671Google Keepmcp-dir/keep-mcpGoogle Keep MCP, read and edit your notes, lists, labels and collaborators. Connect with your GoogleRemoteAccount needed1
  48. 672Humanity CommonsEnrico55/Chat-LabOpen federated knowledge network for humans and AI agents with provenance and visible disagreement.RemoteAccount needed1