Mind Mem
UnclaimedPersistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, local-first, zero-infrastructure.
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01 / Choose your client
02 / Before you connect
Authentication is not specified. Check the project instructions before connecting.
Project instructions03 / Add the configuration
claude mcp add --transport stdio 'mind-mem' -- 'uvx' 'mind-mem'04 / Check it in your client
Open your client’s MCP settings and confirm the server connects and lists its tools. A copied configuration does not confirm a working connection.
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21 of 21 tools
Documented tools (21)
From project documentation. A server handshake does not verify each tool’s description or behavior.
approve_apply
Apply a staged proposal (dryrun=True by default)
calibration_feedback
Submit quality feedback for a retrieved block (thumbs up/down)
calibration_stats
View per-block and global calibration statistics
category_summary
Category summaries relevant to a given topic
delete_memory_item
Delete a memory block by ID (admin-scope)
export_memory
Export workspace as JSONL (user-scope)
find_similar
Find blocks similar to a given block
get_mind_kernel
Read a specific MIND kernel configuration as JSON
hybrid_search
Hybrid BM25+Vector search with RRF fusion
index_stats
Index statistics, MIND kernel availability, block counts
intent_classify
Classify query intent (9 types with parameter recommendations)
list_contradictions
List contradictions with auto-resolution analysis
list_mind_kernels
List available MIND kernel configurations
memory_evolution
View/trigger A-MEM metadata evolution for a block
prefetch
Pre-assemble context from recent conversation signals
propose_update
Propose a decision/task — writes to SIGNALS.md only
recall
Search memory with BM25 (query, limit, activeonly)
reindex
Rebuild FTS5 index (optionally including vectors)
retrieval_diagnostics
Pipeline rejection rates, intent histogram, hard negatives
rollback_proposal
Rollback an applied proposal by receipt timestamp
scan
Run integrity scan (contradictions, drift, signals)
Tool change history
FAQ
Questions about Mind Mem MCP Server
- How do I connect Mind Mem MCP Server to Claude?
- Run `claude mcp add mind-mem -- uvx mind-mem` in Claude Code, or add the same command and arguments under mcpServers in Cursor's mcp.json or Claude Desktop's claude_desktop_config.json, then restart the client. The blocks above are ready to paste.
- Is Mind Mem MCP Server free?
- The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
- What can Mind Mem MCP Server do?
- Mind Mem MCP Server documents 21 tools to the agent, including approve_apply, calibration_feedback, calibration_stats. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.