About

We build the context layer for AI coding agents.

Mesh is developer software — product only, not consulting. We help engineering teams give agents source-backed repository context instead of pasting entire trees every turn.

For whom

Teams already shipping with Cursor, Claude Code, or their own agent

Especially on monorepos where the bottleneck is context — not model quality.

What breaks

Every turn re-discovers the workspace

Paths blur, verification gets harder, and token spend tracks files touched — not files needed for the task.

What Mesh does

Index once, brief per task, recover exact slices

Ranked capsules with paths and line numbers. Same LLM and IDE — less noise, code you can actually verify.

Install the CLI Benchmarks

Product

  • Mesh CLI — terminal agent: index, verify changes, run with your provider. npm · macOS, Linux, Windows. Install →
  • Mesh MCP — same engine for Cursor, Claude Code, VS Code, Windsurf. Setup →
  • IDE workbench — desktop shell in preview; production workflows stay in the CLI today. Status →
  • Hosted API — team indexes on Google Cloud, coming soon. Pilot →

Company

What
Mesh — code-context infrastructure for AI coding agents. Does not replace your LLM or IDE.
Stage
Pre-launch. CLI and MCP are live; hosted API in preview. Waitlist open — no paying customers yet.
Focus
Developer tools for engineering teams adopting AI coding workflows — not agency or services work.

try-mesh.com · GitHub · npm · Docs · edgar.baumann@try-mesh.com

Infrastructure notes for reviewers

On GCP today: Firestore auth sessions, Vertex docs search, Gemini embeddings for CLI indexing.

Next on GCP: Cloud Run hosted API, Cloud Storage for team indexes, Secret Manager.

Not on GCP: marketing site (Vercel), account data (Supabase), LLM proxy (Cloudflare).

Founders

Edgar Baumann Co-founder

Builds the Mesh CLI, capsule engine, and agent workflows — source-backed context, verified changes, local-first indexing.

edgar.baumann@try-mesh.com LinkedIn
Philipp Horn Co-founder

Product, GTM, and partnerships — turning Mesh into a shippable developer product for teams adopting AI coding tools.

philipp.horn@try-mesh.com LinkedIn

Co-founder-led. We ship product software.

Numbers and methodology live on the benchmark report. Or install locally and compare capsule-backed turns yourself.