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Give AI agents source-backed repo context — not full-tree paste on every turn.
A live trace of one Mesh run. Every file in your workspace, parsed, distilled, and packed into a budget your model can actually fit — without dropping a single one.
Try the live compressor on Benchmarks →
Start with the CLI for verified execution. Add MCP for Claude Code, Cursor, and VS Code. IDE and Gateway API are preview surfaces around the same engine.
Install globally. Runs in any terminal. /start, /change, /autopilot, timelines, proof bundles, and local voice.
Install now →Plugs into Claude Code, Cursor, Windsurf, and VS Code via
@trymesh/mcp (~25 mesh_* tools). Full workspace.* stays in the CLI.
Desktop workbench preview — same capsule engine, early access.
IDE status →Hosted HTTP surface for capsule workflows — preview blueprint only.
API blueprint →A terminal-first platform that turns a real git workspace into structured capsules, exact file spans, and agent commands — so models plan from architecture instead of guessing from pasted source. Four surfaces share one engine: CLI, MCP, preview IDE, and Gateway API.
On a live workspace trace shown above, Mesh reduced roughly 87k tokens of raw source to about 3.3k tokens of capsule context for the model — about 26× fewer input tokens for the same coverage. Benchmarks break down NIAH recall, audit workloads, and per-model runs on the benchmarks page.
/start is the golden path: doctor check, workspace index, and a repo briefing so the agent
knows the layout before it edits. /change <goal> takes a small, verifiable task and
returns a patch plus optional verification (tests, lint, or a command you choose).
No. Run Mesh as the terminal agent, or add @trymesh/mcp so Claude Code, Cursor, Windsurf,
and VS Code can call ~25 mesh_* tools for search, targeted reads, and proof bundles. The
full workspace.* surface (~100+ tools) stays in the CLI today.
Install globally with npm i -g @trymesh/cli, open any repo, run mesh, then type
/start. Follow the quickstart for one narrow verified change with
/change — that is the fastest way to see capsules and verification in action.