MCP Memory Graph
io.github.RetroRobAIPublished by GitHub account RetroRobAIv0.1.1Updated Oct 24, 2026
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
The publisher's own server: Memory.fit
Overview
A local memory graph server that gives an AI assistant persistent, authority-weighted memory with conflict detection and semantic search.
- What you can do
- Provides an authority-weighted memory graph for AI agents, letting an assistant store and retrieve remembered information. It includes conflict detection to flag contradictory entries and semantic search to find relevant memories by meaning rather than exact keywords. It runs as a local process over stdio.
- When to use it
- Worth adding when an assistant needs to carry context across sessions or tasks and you want conflicting facts surfaced rather than silently overwritten. Useful for long-running agent workflows where recall quality matters.
- Requirements
- Runs as a local process on the user's machine, installed from the PyPI package mcp-memory-graph over stdio. Desktop only; no web execution. No authentication, environment variables, or headers are declared.
Installation
In SourceWeft
- Open MCP Memory Graph 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- v0.1.1LatestSep 16, 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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