substrate-memory
Provides Claude Co-work with MCP tools to search and record organizational memory, including search, read, query, ingest, remember, sync, and status operations.
README
Claude Co-work Substrate Memory
Beta — stdio transport unverified in the Co-work sandbox. The plugin format is verified against Anthropic's cached Co-work authoring skill, but its stdio MCP execution environment in Co-work's VM sandbox is not verified. A human must install the .plugin, open a Co-work session, and confirm substrate_status returns before support is claimed.
Substrate Memory gives Claude Co-work seven MCP tools for searching and recording organizational memory. Capture is skill-driven: the bundled skill directs Claude to search prior work before answering, remember durable user facts and decisions, and sync at natural session boundaries. Hooks are a best-effort bonus only and may never fire in Co-work.
Install
- Package the repository as a
.pluginfile as described in docs/packaging.md. - Install the
.pluginfile in Claude Co-work. - Set the environment variables below in the process that launches Co-work.
- Start a session and run
substrate_status.
Configuration
Set these secrets in the process environment only:
SUBSTRATE_API_URL=https://api.substrate.example
SUBSTRATE_API_KEY=...
SUBSTRATE_API_KEY is never written to a config file. Host config files are world-readable plaintext. SUBSTRATE_PYTHON optionally overrides the python executable used for the stdio server.
Sandbox consequences and mitigations:
- A loopback
http://127.0.0.1Substrate URL may not resolve from the Co-work sandbox; use an HTTPS URL. pythonmay not be on the sandboxPATH; setSUBSTRATE_PYTHONto an available executable..mcp.jsonalso supports an{"type":"http","url":...}transport as an alternative when a hosted MCP endpoint is available.
Tools
substrate_search— search cited organizational memory cards.substrate_read— read a wiki page by path.substrate_query— ask for a cited synthesis.substrate_ingest— submit text for ingestion.substrate_remember— record a durable fact, decision, or preference.substrate_sync— flush the durable local spool.substrate_status— report content-free configuration and delivery status.
Privacy boundary
The plugin reads API credentials from the process environment only, redacts captured text before persistence or transfer, and emits content-free operational diagnostics. It does not read Co-work transcripts; hook events contain only a session boundary signal. Report vulnerabilities through GitHub private security advisories.
See BOUNDARY.md and SECURITY.md for the public commitment and security policy.
Repository map
skills/— the primary Co-work capture instructions and tool reference.src/claude_cowork_memory/— Co-work runtime, MCP server, hook, and CLI.src/substrate_capture/— frozen shared client, redaction, spool, event, and MCP core.hooks/— best-effort Stop and SessionEnd integration.tests/— core and plugin contract tests.docs/packaging.md—.plugincreation instructions.
MIT © 2026 Sightline Technologies Inc.
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.