Memory and context MCP servers

4,057 servers

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

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1. GC github.com/0xmhha/code-knowledge-graph io.github.0xmhha/code-knowledge-graph 0.7 · 15/100

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   Memory and context Go modules Local AGPL-3.0

2. GC github.com/KucherenkoIvan/go-agent-memory io.github.kucherenkoivan/go-agent-memory 0.7 · 15/100

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   Memory and context Go modules Local 0BSD

3. GC github.com/NortonBen/ai-memory-go io.github.nortonben/ai-memory-go 0.7 · 15/100

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   Memory and context Go modules Local MIT

4. GC github.com/Stack-Cairn/K-brain io.github.stack-cairn/k-brain 0.7 · 15/100

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   Memory and context Go modules Local APACHE-2.0

5. GC github.com/TUPATRIMONIO/codebase-memory-mcp io.github.tupatrimonio/codebase-memory-mcp 0.7 · 15/100

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   Developer tools Go modules Local MIT

6. GC github.com/ZanzyTHEbar/mcp-memory-libsql-go io.github.zanzythebar/mcp-memory-libsql-go 0.7 · 15/100

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   Memory and context Go modules Local MIT

7. GC github.com/aexhq/brain io.github.aexhq/brain 0.7 · 15/100

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   Memory and context Go modules Local MIT

8. GC github.com/chirino/memory-service io.github.chirino/memory-service 0.7 · 15/100

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   Memory and context Go modules Local APACHE-2.0

9. GC github.com/colinwilliams91/total-recall io.github.colinwilliams91/total-recall 0.7 · 15/100

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   Memory and context Go modules Local GPL-3.0

10. GC github.com/cvsouth/memories-mcp io.github.cvsouth/memories-mcp 0.7 · 15/100

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    Memory and context Go modules Local GPL-2.0,-GPL-3.0

11. GC github.com/dreamware-nz/recall io.github.dreamware-nz/recall 0.7 · 15/100

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    Memory and context Go modules Local MIT

12. GC github.com/dreanox/mcp-project-memory io.github.dreanox/mcp-project-memory 0.7 · 15/100

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    Memory and context Go modules Local MIT

13. GC github.com/eliminyro/memory-system io.github.eliminyro/memory-system 0.7 · 15/100

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    Memory and context Go modules Local AGPL-3.0

14. GC github.com/getzep/zep/mcp/zep-mcp-server io.github.getzep/zep-zep-mcp-server 0.7 · 15/100

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    Memory and context Go modules Local APACHE-2.0

15. GC github.com/hyperengineering/recall io.github.hyperengineering/recall 0.7 · 15/100

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    Memory and context Go modules Local MIT

16. GC github.com/iasi777/v-memory io.github.iasi777/v-memory 0.7 · 15/100

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    Memory and context Go modules Local APACHE-2.0

17. GC github.com/iome-sh/iomesh-memory-mcp io.github.iome-sh/iomesh-memory-mcp 0.7 · 15/100

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    Memory and context Go modules Local MIT

18. GC github.com/jamesprial/mcp-memory-rewrite io.github.jamesprial/mcp-memory-rewrite 0.7 · 15/100

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    Memory and context Go modules Local MIT

19. GC github.com/mhv2109/memory-mcp io.github.mhv2109/memory-mcp 0.7 · 15/100

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    Memory and context Go modules Local MIT

20. GC github.com/mstrehse/mcp-brain io.github.mstrehse/mcp-brain 0.7 · 15/100

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    Memory and context Go modules Local GPL-3.0

21. GC github.com/ohnotnow/claude-memories io.github.ohnotnow/claude-memories 0.7 · 15/100

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    Memory and context Go modules Local MIT

22. GC github.com/pprgva/code-memory io.github.pprgva/code-memory 0.7 · 15/100

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    Memory and context Go modules Local MIT

23. GC github.com/red1r3ct/knowledge-graph-mcp io.github.red1r3ct/knowledge-graph-mcp 0.7 · 15/100

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    Memory and context Go modules Local APACHE-2.0

24. GC github.com/unowned-ai/recall io.github.unowned-ai/recall 0.7 · 15/100

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    Memory and context Go modules Local MIT

25. GC github.com/wham/github-brain io.github.wham/github-brain 0.7 · 15/100

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    Git and code hosting Go modules Local MIT

26. GM graphite-mcp org.pypi/graphite-mcp 0.7 · 15/100

    MCP server for the Graphite Financial Knowledge Graph — wires it into Claude Code, Claude Desktop, Cursor, Codex CLI, and any other MCP-compatible client.

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    Memory and context PyPI Local MIT

27. HM hebbianvault-mcp org.pypi/hebbianvault-mcp 0.7 · 15/100

    Customer-installable MCP server for the Hebbian tenant brain (Python). Same 13 tools as the Node.js sibling @hebbianvault/mcp.

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    Memory and context PyPI Local APACHE-2.0

28. HM heimdall-mcp org.pypi/heimdall-mcp 0.7 · 15/100

    Persistent, project-aware, long-term memory for AI coding assistants

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    Coding agent tools PyPI Local APACHE-2.0

29. HM hermify-mcp org.pypi/hermify-mcp 0.7 · 15/100

    Cross-agent, dataset-backed skill and memory sync via MCP. Hermify your agent interactions into portable, event-sourced artifacts.

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    Calendar and scheduling PyPI Local MIT

30. HM hive-memory-mcp org.pypi/hive-memory-mcp 0.7 · 15/100

    Hive Memory Enterprise MCP Server — team memory with PII masking and governance

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    Memory and context PyPI Local PROPRIETARY

31. IM iflow-mcp_drdee-memory-mcp org.pypi/iflow-mcp-drdee-memory-mcp 0.7 · 15/100

    A Model Context Protocol server for storing and retrieving memories

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    Memory and context PyPI Local MIT

32. IM iflow-mcp-edobez-mcp-memory-py org.pypi/iflow-mcp-edobez-mcp-memory-py 0.7 · 15/100

    MCP server for enabling memory for Claude through a knowledge graph

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    Memory and context PyPI Local MIT

33. IM iflow-mcp_kayacancode-infinite-context-mcp org.pypi/iflow-mcp-kayacancode-infinite-context-mcp 0.7 · 15/100

    Unified Context Layer MCP - A Memory System for AI assistants that goes beyond traditional RAG

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    Memory and context PyPI Local MIT

34. IM iflow-mcp_mekanixms-mcp_memory_plugin org.pypi/iflow-mcp-mekanixms-mcp-memory-plugin 0.7 · 15/100

    A Python-based memory plugin that uses SQLite for persistent storage

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    Memory and context PyPI Local MIT

35. IM iflow-mcp_savantskie-persistent-ai-memory org.pypi/iflow-mcp-savantskie-persistent-ai-memory 0.7 · 15/100

    A comprehensive, real-time memory system for AI assistants

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    Memory and context PyPI Local MIT

36. IM imprint-mcp org.pypi/imprint-mcp 0.7 · 15/100

    Local-first persistent long-term memory MCP server

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    Memory and context PyPI Local MIT

37. KM knora-mcp org.pypi/knora-mcp 0.7 · 15/100

    MCP server that exposes the Knora institutional-memory platform to AI agents

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    Memory and context PyPI Local MIT

38. LM ladybug-memory-mcp org.pypi/ladybug-memory-mcp 0.7 · 15/100

    Persistent graph memory MCP server for AI agents using LadybugDB

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    Memory and context PyPI Local MIT

39. LM local-memory-mcp org.pypi/local-memory-mcp 0.7 · 15/100

    Structured agent memory with SQLite/FTS5 + optional Qdrant vector search, exposed via MCP

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    Memory and context PyPI Local MIT

40. MB mcp-brain-router org.pypi/mcp-brain-router 0.7 · 15/100

    MCP connector for multi-backend LLM routing (DeepSeek, GLM, Codex) with native Claude Code orchestration

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    Model and agent tools PyPI Local MIT

41. MC mcp-context-graph org.pypi/mcp-context-graph 0.7 · 15/100

    A zero-dependency, in-memory graph database providing a memory layer for local AI agents with AST-based dependency tracking and Token-Level Provenance via Source Maps.

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    Developer tools PyPI Local MIT

42. MD mcp-document-brain org.pypi/mcp-document-brain 0.7 · 15/100

    MCP server for converting files to markdown using Markitdown

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    Office documents and spreadsheets PyPI Local MIT

43. MD mcp-document-brain-circlci org.pypi/mcp-document-brain-circlci 0.7 · 15/100

    MCP server for converting files to markdown using Markitdown

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    Office documents and spreadsheets PyPI Local MIT

44. MD mcp-document-brain-nicolasprieto1 org.pypi/mcp-document-brain-nicolasprieto1 0.7 · 15/100

    MCP server for converting files to markdown using Markitdown

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    Office documents and spreadsheets PyPI Local MIT

45. MM mcp-memory-py org.pypi/mcp-memory-py 0.7 · 15/100

    MCP server for enabling memory for Claude through a knowledge graph

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    Memory and context PyPI Local MIT

46. MN mcp-neo4j-biomechanisms org.pypi/mcp-neo4j-biomechanisms 0.7 · 15/100

    Empirical Neuroscience Knowledge Graph MCP Server — how conscious experience is expressed in biological substrate

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    Databases PyPI Local MIT

47. MR mcp-rolling-memory org.pypi/mcp-rolling-memory 0.7 · 15/100

    对话记忆搜索 MCP Server — 自动导入 Claude Code / WorkBuddy / Pi 对话，FTS5 全文搜索 + BGE-M3 语义搜索，开箱即用

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    Memory and context PyPI Local MIT

48. MS mcp-sysmon org.pypi/mcp-sysmon 0.7 · 15/100

    MCP server for system monitoring — CPU, memory, disk, network, and process management

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    Monitoring and observability PyPI Local MIT