Memory Search MCP server
Memory Search MCP Server by MEOK AI Labs
Usage numbers are collected on the next scan
Reviews
Write oneNobody has reviewed Memory Search yet.
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 postsRead from the package source without running it. The installed server may list more.
add_knowledgeAdd 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_memoriesConsolidate old, low-access memories by summarizing and archiving them. Memories older than the threshold with access_count <= min_access get archived.
get_memory_statsGet statistics about the memory store: total count, type breakdown, average care weight, most accessed, and storage size.
get_temporal_chainFollow the temporal chain from a memory episode forward or backward in time. Useful for understanding the context and sequence of events.
list_memoriesList recent memories, optionally filtered by type. Sort by created_at, care_weight, importance, or access_count.
record_memoryRecord 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_knowledgeSearch the knowledge base by topic or content. Returns facts and reference material ranked by relevance and confidence.
search_memorySemantic search across all memories using full-text search with relevance ranking. Filter by minimum care weight, memory type, and tags.
semantic_searchSemantic 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
- 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
Install directly
claude mcp add memory-search-mcp -- uvx memory-search-mcp
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.
- MisakanetFailure-memory layer for coding agents: search evidence-rated failure lessons by error text.not reviewedEstablishedA
- MarmUniversal MCP Server with advanced AI memory capabilities and semantic search.not reviewedEstablishedA
- M3 MemoryLocal-first memory — 100+ tools, 99.2% LongMemEval-S retrieval@10, hybrid search, GDPR, no cloud.not reviewedEstablishedA
- LinkLocal personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.not reviewedEstablishedA
- MinutesThe private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.not reviewedEstablishedA