Membot
UnclaimedMCP server that gives AI agents physics-enhanced memory via swappable brain cartridges
Install
python /path/to/membot/membot_server.pySet up this server
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18 of 18 tools
Documented tools (18)
From project documentation. A server handshake does not verify each tool’s description or behavior.
federate_consolidate
Find cross-machine matches across mounted carts, write a consolidated cart
federate_load
Mount every machine's federated cart in a fleet directory at once
federate_migrate_jsonl
One-time migration from JSONL learning logs to brain carts
federate_publish
Append session learning entries to a machine's federated cart
get_passage
Retrieve a specific passage by index (for navigation and drill-down)
get_status
Server diagnostics (mounted cartridge, memory count, GPU status)
list_cartridges
Browse available brain cartridges with size and capabilities
memory_search
Multi-signal search: cosine + Hamming + keyword reranking
memory_store
Store new text into the mounted cartridge
mount_cartridge
Load a cartridge into memory (embeddings + optional GPU brain)
multi_list
List every cart currently mounted in the pool
multi_mount
Add a cart to the multi-cart pool with optional cartid and role
multi_mount_directory
Mount every cart in a directory matching a glob pattern (used by federation)
multi_search
Search across mounted carts with scope and rolefilter, results attributed to source
multi_unmount
Remove a cart from the pool by cartid
passage_links
Get navigation links (prev/next/parent/related) for a passage
save_cartridge
Persist the current cartridge to disk (secure NPZ format)
unmount
Free memory and unload the current cartridge
Tool change history
FAQ
Questions about Membot MCP Server
- How do I connect Membot MCP Server to Claude?
- The listing records `python /path/to/membot/membot_server.py` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, Cursor as compatible clients.
- Is Membot MCP Server free?
- The listed licence is MIT. 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 Membot MCP Server do?
- Membot MCP Server documents 18 tools to the agent, including federate_consolidate, federate_load, federate_migrate_jsonl. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.