M7 MCP
Rank #4,480glama/DukeDeSouth/m7-mcp-oss
Enables an AI coding agent to work through a fixed seven-phase cycle with enforced reflection gates and artifacts instead of jumping straight to code. Supports persistent tiered project memory with confidence decay, task analysis and routing, multi-model answer merging, and pattern-based safety warnings, while keeping cycle state on disk so a new chat can resume where the last one stopped.
What you can do with M7 MCP
M7 MCP is a Model Context Protocol (MCP) server published by DukeDeSouth. It ranks #4,480 of 176,402 active servers on MCP Toplist, and its repository has 70 GitHub stars. M7 MCP is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Oct 27, 2026 and most recently updated on Oct 31, 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 M7 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 M7 MCP
The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.
Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect M7 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.
When to choose another server
No task-specific alternatives are catalogued for M7 MCPyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 27, 2026
- Latest release tag
- Oct 31, 2026
- Version history
- 3 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 14, 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 14, 2026
- Glama ↗listed since Oct 28, 2026 · still listed
Do you maintain M7 MCP? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.
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 |
|---|---|
| v3.22.2 | Oct 31, 2026 |
| v3.19.0 | Oct 30, 2026 |
| v3.18.1 | Oct 29, 2026 |
Ranks ahead of 171,922 of 176,402 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%2FDukeDeSouth%2Fm7-mcp-oss)<a href="https://mcptoplist.com/server/glama%2FDukeDeSouth%2Fm7-mcp-oss"><img src="https://mcptoplist.com/badge/glama%2FDukeDeSouth%2Fm7-mcp-oss.svg" alt="MCP Toplist: Top 5% of 176,402" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains M7 MCP?
- M7 MCP is maintained by DukeDeSouth, which publishes 2 MCP servers (3 total versions) tracked on MCP Toplist.
- Is M7 MCP listed on the Official MCP Registry?
- M7 MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does M7 MCP have?
- No registry surfaces explicit version metadata for M7 MCP; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Oct 31, 2026.
- Where can I find the source code for M7 MCP?
- The source code for M7 MCP is hosted at github.com/DukeDeSouth/m7-mcp-oss.
Do you run this server?
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