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Autonoma

Autonoma runs your end-to-end tests against a live preview deployment of your app on every pull request. When a preview fails to build or deploy, or a test fails because the app itself is broken, this connector gives Claude the same live evidence you'd otherwise dig up in a dashboard: deploy status, build and runtime logs, a rule-based diagnosis, and the full env-var/secret surface for the affected service. Claude can also apply the fix directly - set a missing secret value, edit a service's build or wiring config, or reshape the preview (add/remove an app or a service) - then wait for the rebuild and confirm it came back up, all without leaving the conversation. Every tool is scoped to the repo you name (or that Claude infers from context); access is limited to the organizations and repos your Autonoma account belongs to. Requires an Autonoma account with at least one app connected and a pull request with an active preview deployment. This is an MCP to debug and fix broken Autonoma preview deploys.

View in the Claude registry
Integration type
Connector
Verification status
Community connector
Platform
Claude
Category
Developer Tools

The broad Category that contains the Primary Subcategory.

Primary Subcategory
Test Automation & QA

The Primary Subcategory used for this profile’s headline score.

Secondary Subcategories
None listed

Other Subcategories where the Integration is visible.

Brand
Autonoma
Access
Account required
First tracked
2026-07-20
Tool count
13
Geography
US

Claude Discoverability Score

Live · refreshed daily. Last refreshed

Autonoma in Test Automation & QA

0/100
Invisible

#9of 12competitors

This is the score for the Integration’s Primary Category, Test Automation & QA. Autonoma's tools align with this Category, which is why we measure it here. Claude did not find it in connector search, show it in the connector picker, or invoke it in the measured contested Runs. That is why the score is 0.

How this score is measured
Improve your score Talk to our team

What we measure

One core score. Three important factors to discoverability.

  • Picked

    · 0/100
    Sets the score

  • Found

    · 0/100
    Diagnostic

  • Positioned

    · 0/100
    Diagnostic
Primary Subcategory

Competing in Claude Test Automation & QA

View Category
8 scoredVerified connectors by score · Community connectors A–Z
Primary Subcategory
1Jam81/100
2Linear81/100
3Subtext59/100
4Todoist33/100
5Asana19/100
—AutonomaOrganic discovery is pending verificationGet notified when verified
—MeticulousOrganic discovery is pending verificationGet notified when verified
—OctoPerf MCPOrganic discovery is pending verificationGet notified when verified
—StarkOrganic discovery is pending verificationGet notified when verified
Score explained

What does 0/100 mean?

0 is Autonoma's rounded picker appearance rate. It appeared in the connector picker, or Claude invoked it directly, in 0% of contested conversations. All three measures are important to discoverability: Picked determines the headline score, Found shows how often Claude found Autonoma in connector search, and Positioned shows where it appeared in the picker.

InvisibleBuriedEmergingCompetitiveWinning

Autonoma is 10 points from Buried.

FoundDiagnostic

Whether Claude found your Connector in connector search. It must be Found before it can reach the picker, but the score counts picker appearances—not search results.

PickedMain score

How often your Connector appeared in the picker, or Claude invoked it directly, across contested conversations. This percentage is the Discoverability Score; the headline number is rounded.

PositionedDiagnostic

What position your Connector appeared in when it was shown in the picker. This shows prominence, but it does not affect the score.

Read the full scoring methodologyRecommended guideHow to get your Claude Connector organically discoveredFollow the practical steps agents use to find, shortlist, and choose your Connector.
Tools

13 tools agents can invoke

Autonoma FAQ
How do I improve a Community connector's discoverability?

The levers are the listing surface agents actually read: names, descriptions, keywords, tool metadata, and registry health. Which lever matters depends on where discovery breaks, which is what continuous measurement shows.

What are Autonoma alternatives on Claude?

As of 2026-08-14, Autonoma competes with Jam, Linear, Subtext, Todoist, Asana, Atlassian Rovo, monday.com, Zoho Projects, Meticulous, OctoPerf MCP, Stark in Claude Test Automation & QA, ranked by public Discoverability Score.

Where does Autonoma rank in Test Automation & QA on Claude?

As of 2026-08-14, Autonoma ranks #9 of 12 in Claude Test Automation & QA with a Discoverability Score of 0/100 (Invisible).

Where is this profile measured?

This profile uses the geography attached to the latest public registry snapshot: US. Locale tags are intentionally omitted.