Knowledge, Memory & RAG MCP servers · page 7

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

1,502 servers · showing 289–336

  1. 289Bluetdev.bluet/bluetProduct memory your agents read before they work: briefs, plan checks against decisions, debriefs.Local + RemoteFree333
  2. 290MindForgesairam0424/MindForgeRead the MindForge engine over MCP: knowledge graph, project health, and audit log.LocalFree0336
  3. 291Kanerahappendev/KaneraManage Kanera workspaces, boards, cards, checklists, comments, notes, automations, and reports.RemoteAccount needed11
  4. 292CodeCortexrushikeshmore/CodeCortexPersistent codebase knowledge for coding agents: symbols, dependency graphs, co-change patterns and architectural decisions extracted with tree-sitter.LocalFree10
  5. 293BurnFisher521/burn-mcp-serverSearch, triage and organize bookmarks saved in the Burn 451 read-later app as a knowledge base.Local + RemoteAccount needed1278
  6. 294GenomeNORTHTEKDevs/genomeLocal persistent agent memory without LLM calls: semantic recall over SQLite with bi-temporal fact tracking.LocalFree10
  7. 295Tribaltribal-memory/tribalSelf-hosted semantic memory for an engineering team's tribal knowledge: the decisions and reasoning behind the code, queryable by the team and its agents.LocalFree10
  8. 296Memory Arbiterbilly12151/memory-arbiter-mcpLocal memory middleware: targeted retrieval instead of full-memory loading, rule-based conflict arbitration and one SQLite store shared across coding agents.LocalFree10
  9. 297ConventionsFedgeNo/conventions-mcpMemory for coding conventions and standing instructions that persists across sessions.LocalFree0292
  10. 298Dbgprobees617/dbgprobe-mcp-serverLet AI agents interact with debug probes — connect, flash, read/write memory, and reset.LocalFree10
  11. 299Hivemindhiveforge-sh/hivemindMCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first.LocalFree10
  12. 300Loreagentkitai/loreCross-agent memory over MCP: hybrid recall, knowledge graph, private/shared visibility, redaction.LocalFree10
  13. 301Sticky1picassoai/stickyPersistent memory and context for your agent, on a board you can see. Capped, so it stays small.LocalFree0300
  14. 302Veraciumveracium-ai/VeraciumProvenance-aware memory for AI agents: quarantine, abstention gate, supersession-with-history.LocalAccount needed10
  15. 303AIMEATmiikkij/aimeat-protocolYour knowledge, agents and apps on a node you own, reached from the AI you already use.RemoteAccount needed10
  16. 304Hypermnesicleonardsellem/hypermnesicGit-first agent memory: Markdown files are the source of truth, the index is disposable and writes are reviewable commits, with hybrid search and a CLI.LocalAccount needed9
  17. 305Mnemostackudjin-labs/mnemostackSelf-hosted hybrid agent memory on Qdrant combining vector search, BM25, temporal retrieval and an optional Memgraph knowledge graph via rank fusion.LocalFree9
  18. 306Sessionmemcatfish-1234/sessionmemLocal memory for coding assistants: watches sessions and injects a compact summary at the start of each new one, stored in a SQLite file.LocalFree9
  19. 307Wellreadmnlt/wellreadShared research cache across agents: reuse answers from verified sources, or save new research for the next developer.LocalAccount needed9
  20. 308EngramHBarefoot/engramOffline persistent agent memory on SQLite with local embeddings, hybrid semantic and full-text recall, secret detection and contradiction handling.LocalFree9
  21. 309ArtelNicolasPrimeau/artelSelf-hosted coordination for agent fleets: shared semantic memory, tasks, agent-to-agent messaging, session handoffs and cross-agent knowledge synthesis.Local + RemoteAccount needed9
  22. 310AvianSuitekyle-visner/stellarjaySafe write access for AI agents: an append-only business fact store where every change is kept, attributed to the agent that made it, and can be undone (undo_changes). Self-host with stellarjay-mcp or use the hosted AvianSuite server.Local + RemoteAccount needed9
  23. 311Aletheiamohamed-ashraf-elsaed/aletheia-memA free, local memory and rules hub for Claude Code and other AI coding tools, served over MCP.LocalFree92.2k
  24. 312Edition APIhiroshic9-png/edition-apiJapan business regulations, compliance, travel, protocols, memory — 10 knowledge domains, 23 tools.LocalFree0272
  25. 313Growmoscodician-team/growmosLiving knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.LocalFree9
  26. 314Marginscflorczyk9/MarginsUse your Claude Pro/Max subscription on your Obsidian vault. Reads markdown, proposes writes.LocalPaid service1225
  27. 315nMEMORYmenot-you/n-memoryMemory your agent can trust — every answer carries its source; when it doesn't know, it says so.LocalFree9
  28. 316Supernoteridget/supernote-mcpCapture the screen, read/render notes, and upload files on a Ratta Supernote from an AI agent.LocalFree2203
  29. 317Turbo Quant MemoryLexus2016/turbo_quant_memoryLocal-first memory and knowledge graph for coding agents. Compact retrieval, no network.LocalFree9
  30. 318Mobbenkaiser/mob-mcp-crmAn AI-first personal CRM you run in natural language: contacts, reminders, notes, and more.RemoteAccount needed9
  31. 319Agent Memoryg1itchbot8888-del/agent-memoryThree-layer agent memory (identity, active, archive) with semantic search, graph relationships and conflict detection.LocalFree8
  32. 320AIWikiXuebinMa/AIWikiSearch and read AiWiki, a bilingual English/Chinese encyclopedia of AI-coding pitfalls and LLM privacy protection, with cited evidence.LocalAccount needed8
  33. 321Memstatememstate-ai/memstate-mcpVersioned, structured agent memory storing facts as keypaths with full version history and automatic conflict detection.LocalAccount needed8
  34. 322Synapseanshulyadav1976/synapseZero-runtime-dependency Markdown memory vault with SQLite search, linked wiki pages, ChatGPT/Claude imports, and human-approved agent note proposals.LocalFree8
  35. 323Agent Memory OSyamantaka520/Agent-Memory-OSLocal-first memory for AI agent teams: private, team and project access control, associative recall and federated sync with revocation, plus a web console.LocalFree8
  36. 324Crbro MemoryOctonove/crbro-memoryPersistent agent memory in local JSON files: neuron/synapse graph with heat scoring, fact-level search, corrections, secret redaction and team sharing via Git.LocalFree82.2k
  37. 325inspeximusDanceNitra/inspeximusAgent memory with a correction channel: supersede or revert stale facts, block restated old values, and prove deletions with signed tombstones.LocalFree8
  38. 326CodeCortex Context EngineBehnamJalaliCo/CodeCortexContext intelligence for AI coding agents: navigation, impact, memory, guarded edits.LocalFree8
  39. 327Color Engineaimsise/color-engine-mcpSix pure, in-memory CSS color tools: parse, convert, WCAG/APCA contrast, gamut map, ramps, solverLocalFree1223
  40. 328CovateSunflowersLwtech/covateLearning sidebar for AI coding assistants: quizzes on your changes, debug memory, term explanationsLocalFree8
  41. 329DataGraphio.github.team-earth/datagraphUrban intelligence knowledge graph. Structured locality data for civic problem-solving.Local + RemoteFree234
  42. 330Genudogenudo-ai/genudo_mcpBuild & manage Genudo AI agents for any messaging channel — pipelines, integrations, knowledge.LocalAccount needed0232
  43. 331Strataagenerationforwordz-tech/strataSelf-hosted AI memory server. Persistent memory on your hardware, not the cloud.LocalFree666
  44. 332Acherontimmx7/acheron-mcp-serverPersistent memory shared across Claude Chat, Code and Cowork, stored in local SQLite with full-text search.LocalFree7
  45. 333Adhd Hubuniskela/adhd-hubSelf-hosted project-continuity hub for coding agents: tracks unfinished work, progress, overlap and reminders across clients.LocalFree7
  46. 334Agent Memory Bridgezzhang82/Agent-Memory-BridgeLocal-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas and domain knowledge.LocalFree7
  47. 335Context MemoryErebusEnigma/context-memoryPersistent, searchable context storage across Claude Code sessions using SQLite FTS5, with AI session summaries, checkpoint recovery and a web dashboard.LocalFree7
  48. 336Gingugugingugu/ginguguLocal SQLite memory for coding assistants: typed memories with confidence lifecycle, namespaces, knowledge graph, hybrid search and keychain credential vault.LocalFree7