AI Agent Release Assurance MCP
Rank #148,556glama/Zoya-Ammar/ai-agent-release-assurance-mcp
Enables AI clients to analyze software test results and defect records, producing explainable GO, CONDITIONAL_GO, or NO_GO release-readiness recommendations with deterministic risk scoring, failed-test retrieval, defect hotspot ranking, and regression test planning.
What you can do with AI Agent Release Assurance MCP
AI Agent Release Assurance MCP is a Model Context Protocol (MCP) server published by Zoya-Ammar. It ranks #148,556 of 168,415 active servers on MCP Toplist. AI Agent Release Assurance MCP is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Aug 26, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What AI Agent Release Assurance MCP can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using AI Agent Release Assurance MCP
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect AI Agent Release Assurance MCP and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Aug 26, 2026
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Nov 4, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 4, 2026
- Glama ↗listed since Sep 4, 2026 · still listed
Do you maintain AI Agent Release Assurance MCP? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 19,859 of 168,415 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2FZoya-Ammar%2Fai-agent-release-assurance-mcp)<a href="https://mcptoplist.com/server/glama%2FZoya-Ammar%2Fai-agent-release-assurance-mcp"><img src="https://mcptoplist.com/badge/glama%2FZoya-Ammar%2Fai-agent-release-assurance-mcp.svg" alt="MCP Toplist: #148,556 of 168,415" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains AI Agent Release Assurance MCP?
- AI Agent Release Assurance MCP is maintained by Zoya-Ammar, which publishes 1 MCP server tracked on MCP Toplist.
- Is AI Agent Release Assurance MCP listed on the Official MCP Registry?
- AI Agent Release Assurance MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does AI Agent Release Assurance MCP have?
- Version information is unavailable for AI Agent Release Assurance MCP: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- Where can I find the source code for AI Agent Release Assurance MCP?
- The source code for AI Agent Release Assurance MCP is hosted at github.com/Zoya-Ammar/ai-agent-release-assurance-mcp.
Do you run this server?
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