Memorylayer keeps the contract simple: HTTP routes for common operations, a hosted MCP bridge for higher-level tools, and starter skills for agent behavior.
copyable client snippets
integration recipes for real clients
starter skills for agent bootstrapping
Load compact context before code edits and save a checkpoint before the session ends.
Download a workspace skill that teaches Claude which URLs, headers, and handoff tools to use.
Batch ingest logs, flaky test notes, deploy results, and rollback context from automation.
Generate lightweight clients from routes, examples, SDK snippets, and MCP tool schemas.
Different clients can share the same workspace without sharing the same key.
Use recent recall and handoff snapshots to make coding sessions resume from the real project state.
Install a workspace-specific skill and route memory calls through the hosted bridge.
Send build summaries, failing test clusters, and deploy outcomes through batch ingestion.
Fetch `.env` output, use curl or requests, and avoid building a custom config format.
Render service manifests, route examples, usage summaries, and recent memory exports inside internal tools.
Poll context, run work, write findings, and checkpoint on a schedule without a browser session.
These endpoints are enough to wire most clients.
Use these to bootstrap clients without writing docs from scratch.
Use the hosted workspace memory service for project recall, remember, and recent context.
Capture the minimum high-value handoff state before stopping work.
Each recipe maps to a client action you can test with curl.