
Loom
io.github.KlossKarlPublished by GitHub account KlossKarlv0.2.1Updated Oct 24, 2026
Local-first personal knowledge base. Cited answers from your vault via vector + graph retrieval.
Overview
Loom is a local-first personal knowledge base MCP server that gives an assistant cited answers from your own vault using vector and graph retrieval.
- What you can do
- Answer questions from your personal knowledge vault, returning answers with citations.
- Combine vector search with graph-based retrieval to find related notes and connections.
- Keep the knowledge base local to your machine rather than in a hosted service.
- When to use it
- Useful when you keep notes or documents in a personal vault and want an assistant to answer questions from that material with citations, especially where the data should stay on your own machine.
- Requirements
- Runs as a local stdio process installed from the PyPI package loom-pkm, so a Python environment on the user's machine is needed. Desktop only; no web execution. No authentication, environment variables or headers are declared.
Installation
In SourceWeft
- Open Loom 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- v0.2.1LatestSep 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.