
Engram
io.github.spectra-gPublished by GitHub account spectra-gv0.2.11Updated Oct 24, 2026
MCP adapter for Engram - organizational memory for AI agents
The publisher's own server: Engram
Overview
An MCP adapter that connects an AI assistant to Engram, described as organizational memory for AI agents.
- What you can do
- The registry describes this package as an MCP adapter for Engram, characterized as organizational memory for AI agents. It runs locally over stdio, so an assistant would reach Engram's memory features through this adapter rather than through a remote endpoint. No tools, resources, or prompts are listed in the supplied manifest, so the specific operations it exposes are not documented here.
- When to use it
- Consider it when you already use Engram and want an assistant to work with that organizational memory through MCP. Because no tool list is provided, it is hard to judge fit for any other purpose; verify the exposed capabilities before relying on it.
- Requirements
- Runs as a local process on the user's machine over stdio, installed from the npm package @spectra-g/engram-adapter, so a Node.js runtime and npm are needed. The manifest declares no authentication, environment variables, or headers, and it is marked desktop only with no web executable.
Installation
In SourceWeft
- Open Engram 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- v0.2.11LatestSep 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.
Other Engram integrations

Engram
tools.engramOfficial publisher
Engram gives AI assistants a shared memory layer that persists across tools, sessions, repositories and teammates.

Engram
Published by GitHub account TushaeBXN
Local, private long-term memory for AI: verbatim, searchable, correctable. No LLM or API key.

Engram: AI memory you can edit in Obsidian
Published by GitHub account engram-app
Hosted MCP memory server that gives Claude, ChatGPT and other MCP clients shared notes they can read and write, editable in Obsidian or the web app.

Engram
Published by GitHub account devinmlowe
Engram is a local-first cognitive memory server for coding agents: it captures conversations, extracts structured knowledge, and serves hybrid recall, graph and

Engram
Published by GitHub account tstockham96
Engram gives an AI assistant a local SQLite memory vault with semantic recall, a knowledge graph, and LLM-powered consolidation.