Knowledge, Memory & RAG MCP servers · page 6

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

1,503 servers · showing 241–288

  1. 241CogniRepoashlesh-t/cognirepoPersistent memory and codebase context for coding agents: FAISS vector store, AST symbol index, knowledge graph, episodic journal and cross-agent handoff.LocalFree15
  2. 242NexusMemyaminbkk/NexusMemCorrelates failed shell commands and their exit codes with whatever later fixed them, alongside git diffs and docs, stored locally in SQLite.LocalFree15287
  3. 243GPUpmady/gpu-mcp-serverNVIDIA GPU metrics as MCP tools — utilization, memory, temperature, power. Supports MIG.LocalFree15
  4. 244Memoircamgitt/memoirPersistent memory for AI coding tools via MCP. Remembers across sessions and machines.LocalFree151.2k
  5. 245Midi Toolsmrfentmen/midi-tools-mcpMIDI note math: note names, frequencies, and note numbers. No network and no key.LocalFree443
  6. 246Apple Notesailenshen/apple-notes-mcpRead and write Apple Notes with bidirectional Markdown conversion: SQLite queries for listing and search, AppleScript for full CRUD.LocalFree14
  7. 247LonghandWynelson94/longhandPersistent local memory for Claude Code: indexes all sessions verbatim into SQLite and ChromaDB for semantic recall across your history, with no API calls.LocalFree14
  8. 248Memorymichael-denyer/memory-mcpTwo-tier memory (hot cache and cold semantic search) that promotes frequently used patterns, extracts knowledge from Claude outputs and links it in a graph.LocalFree14
  9. 249Midasvornicx/MidasLocal-first long-horizon agent memory: source-traceable recall, belief revision, selective forgetting and a guard against memory-driven destructive actions.LocalFree14
  10. 250Attestorbolnet/attestorSelf-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.LocalFree14
  11. 251Brainboxthebasedcapital/brainboxHebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.LocalFree14471
  12. 252Evalsmithdiegoperezg7/evalsmith-mcpEvaluate RAG retrieval, agent tool calls and prompt regressions with deterministic metrics.LocalFree1379
  13. 253Global Agent Memoryozankasikci/global-agent-memoryShared, project-aware memory for Claude Code, Codex, and other agents with human review.LocalFree14
  14. 254Hushdropmaxtechera/hushdropOpen-source artifact sharing for AI agents: private, branded, zero-knowledge links.LocalFree8170
  15. 255Obsidian CLIstonematt/mcp-obsidian-cliSave chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters.LocalFree2372
  16. 256Partner Centertunahanaliozturk/partner-center-mcpUnofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors).LocalFree2348
  17. 257Engramengram-app/engramShared memory for Claude, ChatGPT and any MCP client. Read and edit it in Obsidian or the web app.RemoteAccount needed14
  18. 258Empathy FrameworkSmart-AI-Memory/empathy-frameworkFive-level AI collaboration system with persistent local-first memory via MemDocs and anticipatory capabilities.LocalFree13
  19. 259Lennys Quotesbluzername/lennys-quotesSearch Lenny's Podcast transcripts with YouTube timestamps for product management insights on PRDs, strategy and PM careers.LocalFree13
  20. 260Persona Sessionsmattjoyce/mcp-persona-sessionsStructured, persona-driven sessions for interview preparation, personal reflection and coaching, with timers and performance evaluation.LocalFree13
  21. 261mnemeTheGoatPsy/mnemeVault-native, accountable memory for Claude Code: Markdown is the source of truth, with no LLM on the Stop path and redaction before any derived store.LocalFree386
  22. 262Obsidian TurbochargedThe-40-Thieves/obsidian-tcObsidian vault access with role-based access control, native search, multi-vault support, pluggable embeddings and SLSA provenance.LocalFree135.8k
  23. 263ellmos Homebaseellmos-ai/ellmos-homebase-mcpLocal-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.LocalFree2328
  24. 264Neurakeepdominiclachance/neurakeepLocal-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.LocalFree13379
  25. 265Turnbookgoyohan0611-png/turnbookLocal long-term memory shared by all your AI agents, kept word for word on your own PC.LocalFree13
  26. 266Release Notes Indexbuildinternet/releasesRelease notes and changelogs from across the web, indexed for agents. Also via CLI and REST API.RemoteAccount needed13
  27. 267Synapse LayerSynapseLayer/synapse-layerMCP-native Trust Infrastructure for AI Agents. Persistent encrypted memory with Trust Quotient.RemoteAccount needed13
  28. 268Claude FindCavinooo/claude-findRetrieve memory from across your Claude Code sessions on demand.LocalFree12290
  29. 269XMemoyonro/memory-os-cliXMemo: user-owned agent memory to save, search, recall and manage scoped memories across AI tools.Local + RemoteAccount needed12
  30. 270Awareness Localeverest-an/Awareness-MarketLocal-first persistent memory for AI coding agents - 96.0% R@5 on LongMemEval, zero LLM calls.LocalFree12
  31. 271Bluecolumnbluecolumnconsulting-lgtm/bluecolumn-mcpPersistent memory for AI agents — audio intelligence + Music Memory ingestion and recallLocalAccount needed0371
  32. 272Cortexarjunkumargiri/cortexShared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.LocalFree349
  33. 273Pindocvar-gg/pindocCode-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.LocalFree12
  34. 274Token Compressorbase76-research-lab/token-compressorCompress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.LocalFree12
  35. 275Toon MemoryLuiggiVal08/toon-memoryOffline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLMLocalFree12714
  36. 276Wikimothjuliangeymonat-jpg/wikimothDeterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.LocalFree8114
  37. 277Xaip Protocolxkumakichi/xaip-protocolAI agents get on-chain identity, credentials, reputation, escrow, and persistent memory on XRPL.LocalFree2293
  38. 278Savecraftjoshsymonds/savecraft.ggSavecraft serves real save game data and expert game knowledge to AI assistants.RemoteAccount needed12
  39. 279LIFETeamSafeAI/LIFEPersistent identity for AI agents: servers for drives, relationships, semantic memory with decay, working threads, learned patterns, journaling and forecasting.LocalFree11
  40. 280Lorehyunjae-labs/loreLocal semantic search across Claude Code conversations with hybrid vector and keyword search, background indexing and per-project selection.LocalFree11
  41. 281coldstartAkashGoenka/coldstartCodebase memory for coding agents: a deterministic AST index finds task-relevant files, and in-repo Markdown notes flag themselves stale when code changes.LocalFree11
  42. 282Hive Vaultmlorentedev/hiveOn-demand Obsidian vault access: adaptive context loading, full-text and ranked search, health checks, auto git commits and delegation to cheaper models.LocalFree11
  43. 283Locksteplockstep-team-agent/lockstepShared decision memory for teams using AI coding agents: captures engineering decisions, ranks them by blast radius and briefs agents before they act.LocalAccount needed11254
  44. 284Memory GatewayIgorGanapolsky/mcp-memory-gatewayPre-action gates that prevent coding agents from repeating known mistakes by turning captured feedback and failures into rules enforced via hooks.LocalFree541
  45. 285NocturnusaiAuctalis/nocturnusaiDeterministic reasoning engine for agent context compression: extracts structured facts with logical inference, proof chains and truth maintenance.LocalFree3229
  46. 286Openhiveandreas-roennestad/openhive-mcpShared knowledge base where AI agents search and post problem-solution pairs, with semantic search, duplicate detection and auto-scoring.LocalAccount needed5183
  47. 287skillmemliza-studio/skillmemSelf-improving skill memory for coding agents: useful skills are reinforced, unused ones fade; local English/Russian hybrid search, tamper-evident history.LocalFree11
  48. 288StremAIthomasjumper/agentbayStremAI shared memory for coding agents across sessions, machines and tools, with per-agent attribution, provenance, verification status and export.Local + RemoteAccount needed2266