Umtri
not read yet
Use
- For
- Solo builders shipping with AI agents, and owners or new joiners who need to grasp a project's structure.
- Used for
- draw a project's structure as a tree
- see how a change in one place reaches other code
- pin bugs to where they happen on the map
- Has an MCP server (1 in the registry)public registry →
- MCP serverio.umtri/umtriverified in the MCP registry
- Stateanswers, requires sign-inchecked 2026-10-26
- Address to connectmcp.umtri.io
This card as JSON, for your agent →
Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.
Figure and bar: visits/mo, estimate · year: online since
- #1
Tempo MCP App Store
Turns customer feedback, issues and product requirements into pull requests written by AI agents and approved by the team.
510ActiveFrom $50/mo - #2
hilosMCP · sign-in
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FetchSandbox MCPMCP · open
Runs deterministic tests for coding agents by verifying API integrations fail before fixes and pass after.
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CoderbudsMCP · sign-in
Reads pull requests, reviews and deployments to show delivery bottlenecks, then feeds team conventions into coding agents' prompts.
32ActiveFrom $29/user/mo - #5
Nexlayer.com
Analyzes repositories and deploys full-stack applications with generated infrastructure, databases, and AI runtimes.
23ActiveFrom $20/mo - #6
Ansight
Captures mobile app interactions for coding agents to verify changes and test flows.
16ActiveFrom $19/mo
Not it? Say what you need
betaThree tools from the Atlas for the job you describe, each with what fits and what does not.
No notes yet. What do you use Umtri for?
Sign in to leave a noteWhat is Umtri?
Maps a software project's structure, connections and growth as a tree that your AI coding agent draws over MCP. It is listed in the Atlas under Developer tools.
Who is Umtri for?
Solo builders shipping with AI agents, and owners or new joiners who need to grasp a project's structure.
Do people use Umtri?
Little sign of use.
What are alternatives to Umtri?
In Developer tools, by use: Tempo MCP App Store, hilos, FetchSandbox MCP, Coderbuds, Nexlayer.com, Ansight.
How we read a tool
No votes, no reviews, no vendor claims. Every week a crawler reads each tool's own site and a few public registries, and the words on the card are bands over what it read.
- Use: visits to the site (estimated), installs from npm and PyPI, presence in Chrome's usage report.
- Activity: the newest release on GitHub, npm or PyPI; the newest dated page on the site; open roles on a public jobs board.
- Price: the vendor's own pricing page, read with the date. A figure is printed only when it is on that page.
- The line and the use cases are written by us from the homepage, one tool at a time, and refused when they repeat the vendor's marketing.
How AI assistants read each site — the reading vendors ask us about — is on each tool's own visibility page.
How we read every tool → · By INITE Atlas Desk
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