Memory and context MCP servers

4,040 servers

Give your client long-term memory: notes, knowledge graphs and vector stores.

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1. UM uumuse-mcp io.github.uumuse/uumuse-mcp 1.5 · 29/100

   UUMuse MCP Server — Give your AI agent a knowledge brain powered by RAG

   Version check not run yet

   Memory and context npm Local 2 a week MIT

2. VM versuno-mcp io.github.versuno-ai/mcp 1.5 · 29/100

   Versuno MCP server — the universal memory and context layer for AI agents. Query public brains and load your AI assets in any coding agent.

   Version check not run yet

   Memory and context npm Local 2 a week MIT

3. WM wise-mcp io.github.kaleabsolomon/wise 1.5 · 29/100

   Out-of-band memory for human-language explanations of code you didn't write by hand. Zero traces in your repos.

   Version check not run yet

   Git and code hosting npm Local 2 a week MIT

4. XA xihe-agent io.github.abysscn/xihe 1.5 · 29/100

   Xihe — a model-agnostic multi-agent runtime. Wright is its first agent: a terminal coding agent with plan mode, code mode, multi-perspective fan-out, a self-consolidating memory, an MCP router, and a

   Version check not run yet

   Memory and context npm Local 2 a week MIT

5. YA yandecode io.github.yandelabs/yandecode-cli 1.5 · 29/100

   YandeCode — modular context harness for Claude Code: code navigation, context isolation, memory, workflows and guards, installed once and chosen per project

   Version check not run yet

   Memory and context npm Local 2 a week MIT

6. ZM zdravo-mcp io.github.sbalazoski/gigi-mcp-server 1.5 · 29/100

   Zdravo — enterprise AI governance infrastructure. MCP server for governed memory, context, and workspace capabilities.

   Version check not run yet

   DevOps and infrastructure npm Local 2 a week MIT

7. @G @pragmatic-growth/memory-mcp io.github.pragmaticgrowth/pg-memory-mcp-stdio 1.5 · 29/100

   Stdio proxy for PG-Memory - connects stdio-based MCP clients (Claude Desktop, Raycast) to your PG-Memory HTTP server using Clerk API key authentication. Personal knowledge base with 14 tools (6 read +

   Version check not run yet

   Memory and context npm Local 18 a week MIT

8. @S @miriad-systems/nuum io.github.sanity-labs/nuum 1.5 · 29/100

   AI coding agent with continuous memory - infinite context across sessions

   Version check not run yet

   Coding agent tools npm Local 19 a week MIT

9. @M @renzynx/memory-mcp io.github.renzynx/memory-mcp 1.5 · 29/100

   Universal Persistent Memory MCP Server with FTS5 fuzzy search

   Version check not run yet

   Memory and context npm Local 27 a week MIT

10. CO cortexia io.github.gkstn15234/cortexia 1.5 · 29/100

    Give any LLM a human-like brain. 500K-neuron DNA Brain with 6 cortical regions, forgetting curves, emotions, and personality.

    Version check not run yet

    Memory and context npm Local 12 a week SEE-LICENSE-IN

11. @M @iflow-mcp/azozzalfiras-claude-context-optimizer io.github.azozzalfiras/claude-context-optimizer 1.5 · 29/100

    MCP Server that reduces Claude Code token consumption by up to 84% using intelligent caching, semantic indexing, and session memory

    Version check not run yet

    Memory and context npm Local 3 a week MIT

12. @A @smyslenny/agent-memory io.github.smysle/agent-memory 1.5 · 29/100

    Agent-native memory layer with lifecycle management for AI agents — SQLite-first, Write Guard, hybrid recall, MCP, CLI, and HTTP API.

    Version check not run yet

    Memory and context npm Local 7 a week MIT

13. MB memory-bank-mcp io.github.kushal-sharma/memory-bank-mcp 1.5 · 29/100

    Memory Bank MCP server for AI assistants that automatically creates and updates memory banks

    Starts, but breaks the protocol

    Memory and context npm Local 172 a week MIT

14. TH thoughtlayer io.github.prasants/thoughtlayer 1.4 · 29/100

    Memory infrastructure for AI agents — local-first, cloud-optional, BYOLLM

    Version check not run yet

    DevOps and infrastructure npm Local 5 a week MIT

15. @A @fanchao8609/agent_brain_sync com.npmjs.fanchao8609/agent_brain_sync 1.4 · 29/100

    agent-brain-sync: 跨会话 AI 编码记忆 — hook 纯触发 + CLI/MCP 读写 .brain markdown 图谱, 防并发写保护。

    Version check not run yet

    Memory and context npm Local 1.3k a week MIT

16. RE remembr io.github.uzayaltiner/remembr 1.4 · 29/100

    Recall anything across your tools — local-first semantic search MCP server + CLI for Claude Code, Cursor, and any MCP client.

    Version check not run yet

    Memory and context npm Local 2 a week MIT

17. CD claude-dont io.github.serhii-leniv/claude-dont 1.4 · 29/100

    Persistent negative memory for Claude — teach it once, it remembers forever

    Version check not run yet

    Memory and context npm Local 2 a week MIT

18. HM hyperstack-mcp io.github.deeqyaqub1-cmd/hyperstack-mcp 1.4 · 29/100

    MCP server for HyperStack â€â€Â<U+009D> knowledge graph memory for AI agents. Portable memory across Cursor, Claude Desktop, VS Code, Windsurf. Multi-agent coordination.

    Version check not run yet

    Memory and context npm Local 12 a week MIT

19. @E @sayyamkhan/engram-ai io.github.sayyamkhan/engram-ai 1.4 · 29/100

    Persistent memory layer for Claude AI. Drop-in context and history management for any Claude-powered application.

    Version check not run yet

    Memory and context npm Local 4 a week MIT

20. @M @iflow-mcp/8421bit-miniclaw io.github.8421bit/miniclaw 1.4 · 29/100

    A minimalist micro-kernel agent with ACE, memory, skills, and cron scheduler — inspired by OpenClaw

    Version check not run yet

    Memory and context npm Local

21. @Y @praveen030686/yantrix-mcp io.github.praveen030686/yantrix-mcp 1.4 · 29/100

    Dynamic MCP server for the Yantrix API portfolio — 30+ tools across research, memory, language, legal, security, intelligence, and more.

    Version check not run yet

    Security npm Local 1 a week MIT

22. ZD zep-doc-mcp io.github.rocketindeign/zep-mcp 1.4 · 29/100

    MCP server exposing ZEP Script documentation snapshot as searchable tools/resources.

    Version check not run yet

    Memory and context npm Local 13 a week MIT

23. @M @iflow-mcp/sdsrss-claude-mem-lite io.github.sdsrss/claude-mem-lite 1.4 · 29/100

    Lightweight persistent memory system for Claude Code

    Version check not run yet

    Memory and context npm Local

24. @O @sharkdyt/omni-memory-mcp io.github.allanschramm/omni-memory-mcp 1.4 · 29/100

    Universal memory MCP server for multi-agent AI workflows. 100% local with SQLite + FTS5.

    Version check not run yet

    Memory and context npm Local 8 a week APACHE-2.0

25. MM mcp-memory-lancedb-pro io.github.bcornish1797/mcp-memory-lancedb-pro 1.4 · 29/100

    Full-featured long-term memory system for Claude Code via MCP — hybrid retrieval, smart extraction, auto-capture, intelligent forgetting

    Version check not run yet

    Memory and context npm Local 6 a week MIT

26. MR memo-rag io.github.felippefarias/memo-rag 1.4 · 29/100

    Persistent memory CLI with knowledge graph + RAG vector search. 28 tools via ragm call.

    Version check not run yet

    Search and retrieval (RAG) npm Local 3 a week MIT

27. TK team-knowledge-graph io.github.gaurangbhattspaceo/team-knowledge-graph 1.4 · 29/100

    MCP server backed by Neo4j for storing team decisions, constraints, and cross-product knowledge

    Version check not run yet

    Memory and context npm Local 3 a week MIT

28. MM memoair-mcp io.github.akjapesh/memoair-mcp-server 1.4 · 29/100

    MCP server for MemoAir - Access your memories from Claude and other MCP clients

    Version check not run yet

    Memory and context npm Local 4 a week MIT

29. TM tangerine-mcp io.github.tangerine-teams-intelligence/tangerine-teams-app-mcp-server 1.4 · 29/100

    Model Context Protocol server that exposes Tangerine team memory to Claude Code, Cursor, and any MCP-compatible AI client.

    Version check not run yet

    Communication and chat npm Local 2 a week APACHE-2.0

30. @M @everstateai/mcp io.github.rshambaugh/everstate 1.4 · 29/100

    Everstate MCP server - persistent AI coding memory. Run 'npx @everstateai/mcp setup' to configure.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

31. KM knowledgegraph-mcp io.github.n-r-w/knowledgegraph-mcp 1.4 · 29/100

    MCP server for enabling persistent knowledge storage for Claude through a knowledge graph with multiple storage backends

    Version check not run yet

    Files and storage npm Local 127 a week MIT

32. MS memory-safe io.github.eljoesb/memory-safe 1.4 · 29/100

    MCP memory server for Claude Code — knowledge graph in SQLite, local ONNX embeddings, token-budgeted retrieval

    Version check not run yet

    Memory and context npm Local 3 a week MIT

33. ZE zerostack io.github.gi-dellav/zerostack 1.4 · 29/100

    Minimalistic coding agent written in Rust, optimized for memory footprint and performance

    Version check not run yet

    Memory and context crates.io Local

34. BM byobrain-mcp io.github.marcusguttenplan/byobrain-mcp 1.4 · 29/100

    MCP server for persistent, cross-agent working memory. BYO brain directory.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

35. @H @adel13/hive-mind io.github.adelelo13/hive-mind 1.4 · 29/100

    Multi-agent memory intelligence layer — shared knowledge, expertise tracking, and conflict detection for AI agent teams

    Version check not run yet

    Memory and context npm Local 4 a week MIT

36. KM kglite-mcp-server io.github.kkollsga/kglite 1.4 · 29/100

    MCP server for kglite knowledge graphs — pure-Rust single-binary frontend for cypher_query / graph_overview / save_graph / read_code_source plus the generic source / GitHub surface from mcp-methods. N

    Version check not run yet

    Developer tools crates.io Local

37. @P @tomschell/personal-kg-mcp io.github.tomschell/personal-kg-mcp 1.4 · 29/100

    Personal Knowledge Graph MCP server for maintaining a local, private knowledge graph of decisions, progress, insights, and questions during development

    Version check not run yet

    Docs and knowledge bases npm Local MIT

38. ME memmolt io.github.rituraj-io/memmolt 1.4 · 29/100

    Structured, searchable, long-term memory for AI agents. Hybrid FTS5 + vector search over a local SQLite store, exposed via MCP.

    Version check not run yet

    Memory and context npm Local 3 a week MIT

39. NA nyongjong-agent io.github.hwani-net/nyongjong-agent 1.4 · 29/100

    뇽죵이 에이전트 — AI-native autonomous agent server with MCP protocol, Obsidian memory, multi-model support, and dynamic persona system

    Version check not run yet

    Docs and knowledge bases npm Local 7 a week MIT

40. @M @sylweriusz/mcp-neo4j-memory-server io.github.sylweriusz/mcp-neo4j-memory-server-05t70g 1.4 · 29/100

    MCP Memory Server with Neo4j backend

    Version check not run yet

    Databases npm Local 120 a week MIT

41. @A @andrebuzeli/advanced-memory-bank-mcp io.github.andrebuzeli/advanced-memory-bank-mcp 1.4 · 29/100

    Advanced Memory Bank MCP Server v8.0.0 with unified tools, reasoning engine, enhanced planning and MCP interoperability. Unifica topic + project management com recursos avan�ados de IA.

    Version check not run yet

    Memory and context npm Local MIT

42. MM mnemo-mcp io.github.skye-flyhigh/mnemo-mcp 1.4 · 29/100

    Portable cognitive memory MCP server with semantic search and decay

    Version check not run yet

    Memory and context npm Local 7 a week MIT

43. @M @brief-md/mcp io.github.brief-md/brief-mcp 1.4 · 29/100

    MCP server for BRIEF.md project context management

    Version check not run yet

    Memory and context npm Local 5 a week MIT

44. AP acd-persona-generator io.github.agent-character-design/acd-persona-generator-mcp 1.4 · 29/100

    Generate ACD-compliant AI agent persona specifications. Not just system prompts — complete character architectures with Level 2 loop design, drift defense, and behavioral memory.

    Version check not run yet

    Model and agent tools npm Local 2 a week MIT

45. OB obsidian-brain-mcp io.github.hikaru777/obsidian-brain-mcp 1.4 · 29/100

    MCP server that turns your Obsidian vault into a domain-specific AI brain with dynamic agent creation, knowledge management, and cross-agent intelligence

    Version check not run yet

    Docs and knowledge bases npm Local 3 a week MIT

46. DA dirge-agent io.github.dirge-code/dirge 1.4 · 29/100

    Minimalistic coding agent written in Rust, optimized for memory footprint and performance

    Version check not run yet

    Memory and context crates.io Local

47. @C @ekkos/cli io.github.ekkos-technologies-inc/ekkos-ekkos-cli 1.4 · 29/100

    ekkOS memory CLI — persistent memory for AI coding assistants (Claude Code, Kimi Code, Codex, Gemini, Cursor, Windsurf)

    Version check not run yet

    Coding agent tools npm Local 22 a week

48. @M @memory-mesh/mcp-server io.github.flowcore-io/memory-mesh-mcp 1.4 · 29/100

    Memory Mesh CLI - Configure AI-powered knowledge management for development teams

    Version check not run yet

    Memory and context npm Local MIT