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Armature
Armature helps software products get discovered and used by coding agents. Coding agents such as Claude Code, Codex and Cursor now decide which tools get installed in a codebase. Armature measures how these agents choose tools, runs a growth service that gets a product picked, and provides self-serve MCP analytics and evals so product teams can see what users do with their product through AI and keep it working. Armature is backed by Y Combinator.
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The beginning of the file, from our validated copy saved 2026-10-21T01:25:39.580Z. Cached copy · Source on armature.tech
# Armature
> Armature helps software products get discovered and used by coding agents. Coding agents such as Claude Code, Codex and Cursor now decide which tools get installed in a codebase. Armature measures how these agents choose tools, runs a growth service that gets a product picked, and provides self-serve MCP analytics and evals so product teams can see what users do with their product through AI and keep it working. Armature is backed by Y Combinator.
## What Armature does (one paragraph)
Armature has two product lines. Agent Discoverability is a service: a dedicated growth engineer measures how coding agents choose tools in the customer's category, on a panel of real repositories, and works with the customer's team to get their product chosen. Agent Usability is self-serve: the customer installs the Armature SDK on their MCP server, Claude Connector or ChatGPT App, sees every user session rebuilt step by step, and runs eval suites that replay real workflows against the MCP or CLI on every deploy. Armature also publishes public leaderboards that show which solutions coding agents choose, sector by sector.
## Key facts
- **Company:** Armature, Inc. Incorporated in the United States.
- **Status:** Y Combinator-backed.
- **Founders:** Theodore Otzenberger (Co-founder) and Louis Scremin (Co-founder).
- **Founder background:** Operators who shipped secure infrastructure at Palantir, Bring-Your-Own-Cloud observability at Tsuga, and AI agents to 6 million users at Joko.
- **Hosting:** EU-based hosting region (GDPR compliant) and US-based hosting region. Customers choose where their workspace lives.
- **Contact:** contact@armature.tech
- **Website:** https://armature.tech
- **Docs:** https://docs.armature.tech
- **LinkedIn:** https://www.linkedin.com/company/armature-tech/
## Agent Discoverability (a service)
- **The problem.** Coding agents work inside a repository. They read the workspace, search the web with their own queries, compare candidates, pick a tool, install it and write the integration code. The same product wins in one repository and loses in the next, because the repository shapes the queries and the queries shape the choice. Traditional GEO (generative engine optimization) tools measure how chat assistants cite brands. They do not measure this surface.
- **What Armature does.** A growth service run with the customer. A dedicated growth engineer measures where the product stands, finds the changes that work, writes the content (blog posts, docs, SDK guides, templates, listings), and reports every month with evidence. The customer's team reviews and approves every change before it ships.
- **How it is measured.** A panel of repositories that mirrors real-world setups across languages, stacks and constraints. Inside each repository, Armature runs the real coding agents (Claude Code, Codex, Cursor, OpenCode) in sandboxes on real tasks, and records what they install and recommend. Results are also measured on live agent traffic
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