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1. AR Artel io.github.NicolasPrimeau/artel 1.4 · 27/100

   Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.

   Address set by you

   Memory and context Official MCP Registry Remote

2. ME Mengram io.github.alibaizhanov/mengram 1.4 · 27/100

   Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

   100% up · 30 days

   Memory and context Official MCP Registry Remote

3. SU Sutra io.github.shivnathtathe/sutra 1.4 · 27/100

   Private, portable memory and reusable skills for AI agents.

   84.95% up · 30 days

   Religion and spirituality Official MCP Registry Remote

4. AC Agent Commons io.github.sibi-narendran/common-agent-network 1.4 · 27/100

   A home for any agent: inbox, public memory, job board, rooms, human help. Free, no key.

   100% up · 30 days

   Email Official MCP Registry Remote

5. FM feedback-memory io.github.ssap-pa/feedback-memory 1.4 · 27/100

   Remembers why you approved, edited or rejected your agent's drafts; recalls the closest corrections

   Not checked: registry not supported yet

   Memory and context Official MCP Registry Local

6. MO mozg sh.mozg/mozg 1.4 · 27/100

   Exam-scored knowledge brains your agent searches over MCP, plus a public list of their gaps.

   100% up · 30 days

   Memory and context Official MCP Registry Remote

7. @M @itseasy21/mcp-knowledge-graph io.github.itseasy21/mcp-knowledge-graph 1.4 · 27/100

   MCP server enabling persistent memory for Claude through a local knowledge graph

   Check queued

   Memory and context npm Local MIT

8. FM fsrs-memory io.github.binaryboortsog/fsrs-memory 1.4 · 27/100

   Local-first AI long-term memory with FSRS scheduling, git-backed snapshots, and semantic diffing for efficient context management.

   Check queued

   Memory and context npm Local 1 a week MIT

9. NM nemp-mcp-server io.github.sukinshetty/nemp-mcp-server 1.4 · 27/100

   Nemp Memory — Persistent local memory layer for AI agents. MCP server for universal tool integration.

   Check queued

   Memory and context npm Local 5 a week MIT

10. @C @gkauf27/clawmemory io.github.gabriel-kaufman/clawmem 1.4 · 27/100

    Persistent typed memory for AI agents. Gets smarter over time, not just more informed.

    Check queued

    Memory and context npm Local 2 a week MIT

11. @L @telvok/librarian-mcp io.github.telvokdev/librarian 1.4 · 27/100

    Knowledge capture MCP server - remember what you learn with AI

    Check queued

    Memory and context npm Local 6 a week MIT

12. KM kindred-mcp-server io.github.kindred/kindred-mcp-server 1.4 · 27/100

    MCP server for Kindred knowledge workspace - connect Claude Desktop to your knowledge graph

    Check queued

    Memory and context npm Local 4 a week MIT

13. NM nuke-mcp-server io.github.sss97133/nuke-mcp-server-1gv4ae 1.4 · 27/100

    The automotive knowledge graph. Fully normalized vehicle ontology at component resolution with provenance tracking.

    Check queued

    Memory and context npm Local 2 a week MIT

14. SU sovereign-universal-memory-mcp io.github.nnaveenraju/sovereign-universal-memory-mcp 1.4 · 27/100

    User-sovereign, vendor-neutral memory layer for AI tools and agents — exposed as an MCP server

    Check queued

    Memory and context npm Local 2 a week (MIT-OR-APACHE-2.0)

15. @O @coreidentitylabs/open-graph-memory-mcp io.github.coreidentitylabs/open-graph-memory-mcp 1.4 · 27/100

    Graph-based agent memory MCP server — extends AI coding assistant memory with persistent knowledge graphs

    Check queued

    Memory and context npm Local 3 a week MIT

16. MM memorize-mcp io.github.congthien2003/memorize-mcp 1.4 · 27/100

    A minimal Model Context Protocol (MCP) server to persist work summaries as local JSON memories with CLI support for pulling AI agent prompts and skills.

    Check queued

    Model and agent tools npm Local 6 a week MIT

17. AC antigravity-context-mcp io.github.eglebov133-sudo/antigravity-context-mcp 1.4 · 27/100

    MCP server that gives AI agents persistent memory across sessions. Context recall, encrypted credentials, session notes, export/import — zero external requests.

    Check queued

    Memory and context npm Local 4 a week MIT

18. CE context-engineering-mcp io.github.slicenferqin/ctx-mcp-node-mcp 1.4 · 27/100

    MCP Server for Context Engineering - file system as external memory for AI agents

    Check queued

    Files and storage npm Local 7 a week MIT

19. MM mnemo-mcp-server io.github.sattyamjjain/mnemo-8ta6ye 1.4 · 27/100

    Mnemo MCP memory server — runnable binary; install as `cargo install mnemo-mcp-server`, run as `mnemo`.

    Not checked: registry not supported yet

    Memory and context crates.io Local

20. @K @weavelogic/knowledge-graph-agent io.github.weave-logic-ai/knowlege-graph-agent 1.4 · 27/100

    Knowledge graph agent for Claude Code - generates knowledge graphs, initializes docs, and integrates with claude-flow

    Check queued

    Memory and context npm Local 7 a week MIT