MCP Memory
io.github.GermaniUPublished by GitHub account GermaniUv0.6.0Updated Oct 26, 2026
Local persistent memory for AI agents: SQLite + FTS5 (BM25) lexical search, zero external infra.
The publisher's own server: Memory.fit
Overview
Local persistent memory for AI agents, storing memories in a SQLite file with FTS5/BM25 lexical search and no external infrastructure.
- What you can do
- Store and keep persistent memories for an AI agent across sessions
- Search stored memories using SQLite FTS5 full-text (BM25) lexical search
- Run entirely on the local machine with a single SQLite file and no external services
- When to use it
- Useful when you want an assistant to remember information between sessions without running a database server or sending data to a hosted memory service, and keyword-based retrieval is enough.
- Requirements
- Runs as a local process via Docker (image ghcr.io/germaniu/mcp-memory:0.6.0, stdio transport). Set DB_PATH to the SQLite file path inside the container and keep it under the mounted /data volume so memories survive restarts. No authentication is declared.
Installation
In SourceWeft
- Open MCP Memory in the dashboard and add it to a workspace.
- Enable the server for the chats that should use its tools.
Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.
Other MCP clients
Follow the launch instructions in the repository.
README
This repository has no README.
Tools
0Version history
1- v0.6.0LatestOct 17, 2026
Score
25% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
- Reached in the last 30 days25 pts
Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.
- Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
- Tools listed15 pts
Answer tools/list without a credential, or ship a package that starts in a sandbox without one.
- DescriptionRequired15 pts
- Logo10 pts
- Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
- License10 pts
Declare a license in the repository or the registry entry.
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