SmartMemory
ai.smartmemoryPublished by smartmemory.aiv1.4.94Updated Oct 24, 2026
Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.
The publisher's own server: Memory.fit
Overview
SmartMemory is a local MCP server that gives an AI assistant graph-and-vector memory for agents, with recall, ingest, search and distill operations.
- What you can do
- Recall stored memories for the assistant to use as context in a conversation or task. Ingest new information into the memory store. Search memory using graph and vector retrieval. Distill accumulated memories into more compact or refined form. Connect to either a local or a remote backend.
- When to use it
- Worth adding when you want an assistant to keep and reuse context across sessions, or to search and consolidate a growing body of stored knowledge rather than relying only on the current conversation.
- Requirements
- Runs as a local process on the user's machine, installed from the PyPI package smartmemory-mcp over stdio. It is desktop-only and not web-executable. A memory backend is needed, either local or remote; the manifest declares no authentication, environment variables or headers.
Installation
In SourceWeft
- Open SmartMemory 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.
Tools
0Version history
1- v1.4.94LatestSep 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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