ai-architect
Rank #50,069glama/cdeust/ai-architect-mcp
An autonomous software-engineering pipeline for Claude Code that runs on real evidence: codebase intelligence tools, git analytics, deterministic verification rules, and zero LLM-judges-LLM. Every claim traces to a paper and every PR passes its own gates.
What you can do with ai-architect
ai-architect is a Model Context Protocol (MCP) server published by cdeust. It ranks #50,069 of 144,396 active servers on MCP Toplist, and its repository has 1 GitHub stars. ai-architect is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Apr 8, 2026 and most recently updated on Apr 27, 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-architect 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-architect
No registry MCP Toplist tracks declares this server’s credentials or configuration, and it has no public endpoint to probe. Check the repository README before installing.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect ai-architect 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.
When to choose another server
No task-specific alternatives are catalogued for ai-architectyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Apr 8, 2026
- Latest release tag
- Apr 27, 2026
- Version history
- 3 release tags tracked (below)
- Requirements evidence
- None — no registry declares requirements and there is no public endpoint to probe
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Jul 29, 2026 · still listed
Do you maintain ai-architect? to correct or enrich this profile.
GitHub releases (3)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.1.2 | Apr 27, 2026 |
| v0.1.1 | Apr 27, 2026 |
| v0.1.0 | Apr 8, 2026 |
Ranks ahead of 94,327 of 144,396 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%2Fcdeust%2Fai-architect-mcp)<a href="https://mcptoplist.com/server/glama%2Fcdeust%2Fai-architect-mcp"><img src="https://mcptoplist.com/badge/glama%2Fcdeust%2Fai-architect-mcp.svg" alt="MCP Toplist: Top 50% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains ai-architect?
- ai-architect is maintained by cdeust, which publishes 5 MCP servers (35 total versions) tracked on MCP Toplist.
- Is ai-architect listed on the Official MCP Registry?
- ai-architect is not on the Official MCP Registry. It is listed on Glama.
- How many versions does ai-architect have?
- No registry surfaces explicit version metadata for ai-architect; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Apr 27, 2026.
- Where can I find the source code for ai-architect?
- The source code for ai-architect is hosted at github.com/cdeust/ai-architect-mcp.
Do you run this server?
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