# Autonoma — AI Connector Autonoma publishes 13 MCP tools to Claude. Marketplace availability, tool surface, verification tier, and what Node8 measured against the live endpoint. Source: https://node8.ai/ai-connectors/productivity/autonoma/ --- [AI Connectors](https://node8.ai/ai-connectors/) · [Productivity](https://node8.ai/ai-connectors/productivity/) # Autonoma Preview deploy diagnosis for failing end-to-end tests on a PR Listed in Claude · 13 published tools · Community-listed [Claude connector docs](https://docs.autonoma.app/mcp/?utm_source=claude&utm_medium=connector&utm_campaign=claude_connector&utm_content=docs) [getautonoma.com](https://getautonoma.com/?utm_source=claude&utm_medium=connector&utm_campaign=claude_connector&utm_content=website) Overview ## What Autonoma does Autonoma runs end-to-end tests against a live preview deployment on every pull request. This connector matters when that fails, and it supplies the evidence otherwise dug out of a dashboard: deploy status, build and runtime logs, a rule-based diagnosis, and the full environment variable and secret surface for the affected service. It also fixes. A missing secret can be set, a service's build or wiring configuration edited, or the preview reshaped by adding or removing an app or service, then the rebuild waited on. That closes the loop from failure to retest inside one connection. Community tier. ### Who it is for Engineering teams debugging failed preview deploys and end-to-end tests. ### Tool surface Credentials gate the endpoint, so thirteen is the listing's count. Deploy status, build and runtime logs, rule-based diagnosis, environment variable surface, and configuration edits are the groupings described. Availability ## Where Autonoma is listed Autonoma is listed in the Claude connectors directory only. Autonoma AI has no app under the same domain in the ChatGPT directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them. The MCP server behind a Claude connector is usually the same server a ChatGPT app would need, so the absence is a distribution decision rather than a technical one. Claude listing ## In the Claude connectors directory Autonoma publishes 13 tools to Claude. That is a mid-sized surface: 54.3% of the 1,253 Claude-listed connectors expose fewer. The median Claude-listed connector filed under Productivity publishes 12, so this one runs one tool above its bucket's median and ranks 224th of 462 by tool count. It falls in the 11-20 tools band, which holds 22.5% of the Claude directory. Autonoma publishes a remote MCP endpoint. Claude connects to it over HTTP; there is nothing to install locally. Every connector in the Claude directory is remote, all 1,253 of them, so transport is not a differentiator there. Publisher Autonoma AI Verification Community-listed (61.5% of the Claude directory) Filed under Productivity Endpoint `https://autonoma.app/v1/mcp/debug` Documentation [Publisher setup docs](https://docs.autonoma.app/mcp/?utm_source=claude&utm_medium=connector&utm_campaign=claude_connector&utm_content=docs) Published tools 13 · 11-20 tools band Depth rank in Productivity 224 of 462 Snapshot August 2026 Autonoma is community-listed in the Claude directory, the tier 770 of 1,253 connectors sit in (61.5%). It is the default for a self-published server, and says nothing either way about quality. In the publisher's words ## How Autonoma AI describes it > 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. Quoted from the connector's own Claude directory listing as captured in August 2026. Node8 did not write it and does not vouch for it. Nearby ## Other Productivity connectors ### [AdShields](https://node8.ai/ai-connectors/productivity/adshields/) Creative operations for video and VSL libraries with approvals Claude ### [Agentic Search by Liner](https://node8.ai/ai-connectors/productivity/agentic-search-by-liner/) Cited web and academic search with source links ChatGPT ### [Agentic Slides by SlidesGPT](https://node8.ai/ai-connectors/productivity/agentic-slides-by-slidesgpt/) Outline first slide generation with PowerPoint export ChatGPT ### [AI Attorney](https://node8.ai/ai-connectors/productivity/ai-attorney/) Search and citation of Pakistani case law ChatGPT ### [app.perceptis.ai](https://node8.ai/ai-connectors/productivity/app-perceptis-ai/) Generate and edit branded PowerPoint decks, then download the .pptx Claude ### [Aquent Job Search](https://node8.ai/ai-connectors/productivity/aquent-job-search/) Search and filter live job postings on Aquent's marketplace Claude [All 760 Productivity connectors](https://node8.ai/ai-connectors/productivity/) This is an independent catalogue entry compiled by Node8 from Autonoma's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Autonoma AI, and inclusion here is not an endorsement. ## Want your company reachable inside ChatGPT and Claude? Node8 builds MCP servers end to end: deciding which tools are worth exposing, the authentication and permission model, the review submissions, and the onboarding that gets them used. One server serves ChatGPT, Claude, and Microsoft Copilot. [See how it works](https://node8.ai/mcp) Book a strategy session