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Memory Search MCP server

by CSOAI-ORG·io.github.CSOAI-ORG/memory-search-mcp·v1.0.9

Memory Search MCP Server by MEOK AI Labs

C65/100grade C
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C65/100

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If you have run it, two minutes of your experience saves the next person an afternoon.

Memory Search tools (9)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • add_knowledge

    Add a knowledge entry to the persistent knowledge base. Knowledge is separate from episodic memory -- it stores facts, definitions, and reference material that persists across sessions.

  • consolidate_memories

    Consolidate old, low-access memories by summarizing and archiving them. Memories older than the threshold with access_count <= min_access get archived.

  • get_memory_stats

    Get statistics about the memory store: total count, type breakdown, average care weight, most accessed, and storage size.

  • get_temporal_chain

    Follow the temporal chain from a memory episode forward or backward in time. Useful for understanding the context and sequence of events.

  • list_memories

    List recent memories, optionally filtered by type. Sort by created_at, care_weight, importance, or access_count.

  • record_memory

    Record a memory episode with care-weighting and emotional valence. Memory types: interaction, insight, decision, emotion. Care weight (0-1) determines retrieval priority. Importance below 0.2 with care_weight below 0.3 will be rejected (noise filter).

  • search_knowledge

    Search the knowledge base by topic or content. Returns facts and reference material ranked by relevance and confidence.

  • search_memory

    Semantic search across all memories using full-text search with relevance ranking. Filter by minimum care weight, memory type, and tags.

  • semantic_search

    Semantic search using TF-IDF cosine similarity (no external deps).

Public scan report

scanner v0.1.9 · 2026-09-22 · same rubric, same numbers if you re-run it

no findings
  • Code scan20 source files scanned25/25
  • Live reliabilityno gateway calls yet and no remote to proben/a
  • Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancerepository not readable: repo not found3/15
  • Maintainer identityno repository or website to verify2/10
Overall 65/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

claude mcp add memory-search-mcp -- uvx memory-search-mcp
Add to Cursor

Memory Search: common questions

Is Memory Search MCP server safe?
With care: it is graded C, so read the findings first (65/100). Read the Memory Search safety report
How do I install Memory Search?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does Memory Search need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Memory Search maintained?
The latest release is v1.0.9.
What can I use instead of Memory Search?
Servers from other publishers that do the same job: Misakanet MCP server, Marm MCP server and M3 Memory MCP server. Compare all Memory Search alternatives.

Alternatives to Memory Search

Same job from other publishers: the closest match first, then the best rated.

All Memory Search alternatives →
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    Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.
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  • Marm
    Universal MCP Server with advanced AI memory capabilities and semantic search.
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  • M3 Memory
    Local-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.
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  • Link
    Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.
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  • Minutes
    The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.
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