Langflow Document Q&A Server
Rank #29,804glama/GongRzhe/Langflow-DOC-QA-SERVER
Enables querying documents through a Langflow backend using natural language questions, providing an interface to interact with Langflow document Q\&A flows.
What you can do with Langflow Document Q&A Server
Langflow Document Q&A Server is a Model Context Protocol (MCP) server published by gongrzhe. It ranks #29,804 of 144,396 active servers on MCP Toplist, and its repository has 15 GitHub stars. Langflow Document Q&A Server is listed across 3 registries — Glama, PulseMCP and mcp.so; no version information is available from the registries that list it or from its repository. It was first listed on Feb 24, 2025.
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 Langflow Document Q&A 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 Langflow Document Q&A 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 Langflow Document Q&A 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.
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No task-specific alternatives are catalogued for Langflow Document Q&A Serveryet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Feb 24, 2025
- 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
- mcp.so ↗listed since Jun 4, 2026 · delisted, last seen Aug 25, 2026
Do you maintain Langflow Document Q&A 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 114,592 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%2FGongRzhe%2FLangflow-DOC-QA-SERVER)<a href="https://mcptoplist.com/server/glama%2FGongRzhe%2FLangflow-DOC-QA-SERVER"><img src="https://mcptoplist.com/badge/glama%2FGongRzhe%2FLangflow-DOC-QA-SERVER.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Langflow Document Q&A Server?
- Langflow Document Q&A Server is maintained by gongrzhe, which publishes 21 MCP servers (4 total versions) tracked on MCP Toplist.
- Is Langflow Document Q&A Server listed on the Official MCP Registry?
- Langflow Document Q&A Server is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does Langflow Document Q&A Server have?
- Version information is unavailable for Langflow Document Q&A 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 Langflow Document Q&A Server?
- The source code for Langflow Document Q&A Server is hosted at github.com/gongrzhe/langflow-doc-qa-server.
Do you run this server?
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