DocuMind MCP Server
Rank #79,087glama/Sunwood-ai-labs/documind-mcp-server
A Model Context Protocol server that analyzes and evaluates GitHub README documentation quality using advanced neural processing, providing scores and improvement suggestions.
What you can do with DocuMind MCP Server
DocuMind MCP Server is a Model Context Protocol (MCP) server published by sunwood-ai-labs. It ranks #79,087 of 144,396 active servers on MCP Toplist. DocuMind MCP Server is listed across 2 registries — Glama and PulseMCP; no version information is available from the registries that list it or from its repository. It was first listed on Dec 17, 2024.
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 DocuMind MCP Server 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 DocuMind MCP Server
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 DocuMind MCP Server 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
- Command Executor MCP Server#18,600
- GitHub Kanban MCP Server#18,767
- Ideogram MCP Server#20,661
- SourceSage MCP#24,563
- duckduckgo-web-search MCP Server#31,787
- Obsidian MCP Server#33,784
- VoiceVox MCP Server#39,451
- agent-vrm-mcp#39,778
- Weather Service MCP Server#42,787
- aira-mcp-server#48,745
- GitLab Kanban MCP Server#50,921
- Luma MCP Server#50,922
No task-specific alternatives are catalogued for DocuMind MCP Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Dec 17, 2024
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- 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 Apr 26, 2026 · still listed
- PulseMCP ↗listed since Jun 4, 2026 · still listed
Do you maintain DocuMind MCP Server? to correct or enrich this profile.
Version information unavailable
The registries that list this server do 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 65,309 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%2FSunwood-ai-labs%2Fdocumind-mcp-server)<a href="https://mcptoplist.com/server/glama%2FSunwood-ai-labs%2Fdocumind-mcp-server"><img src="https://mcptoplist.com/badge/glama%2FSunwood-ai-labs%2Fdocumind-mcp-server.svg" alt="MCP Toplist: #79,087 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains DocuMind MCP Server?
- DocuMind MCP Server is maintained by sunwood-ai-labs, which publishes 17 MCP servers (19 total versions) tracked on MCP Toplist.
- Is DocuMind MCP Server listed on the Official MCP Registry?
- DocuMind MCP Server is not on the Official MCP Registry. It is listed on Glama and PulseMCP.
- How many versions does DocuMind MCP Server have?
- Version information is unavailable for DocuMind MCP Server: 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 DocuMind MCP Server?
- The source code for DocuMind MCP Server is hosted at github.com/sunwood-ai-labs/documind-mcp-server.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.