MCP Servers
hannesrudolph/mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant
Our verdict
We have not reviewed hannesrudolph/mcp-ragdocs yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About hannesrudolph/mcp-ragdocs
An MCP server that uses vector search to retrieve and process documentation. It allows AI assistants to augment their responses with relevant documentation context.
Best for
Developers building AI assistants that need up-to-date documentation context
Use cases
- Integrate documentation retrieval into AI assistants
- Build a RAG pipeline for developer docs
- Enhance AI responses with context from vector search
Notes
265 stars on GitHub. Last updated 2025-07-18. Licensed MIT.
Pros
- Open-source and written in TypeScript for easy integration
- Leverages vector search for relevant documentation retrieval
- Compatible with the MCP ecosystem for AI assistants
Cons
- Requires setup and configuration of vector search infrastructure
- Documentation quality and coverage directly affect retrieval accuracy
- Relatively early stage with 265 stars, limited community support
Key facts
What we have checked
Not checked yet. Dated facts such as prices, releases and repository activity appear here once we have confirmed them from a source.
How to use
How to set it up
As the listing publishes it. We have not run this install.
Install
npx -y @hannesrudolph/mcp-ragdocsTools exposed
search_documentationlist_sourcesextract_urlsremove_documentationlist_queuerun_queueclear_queue
Clients the listing names (not checked here)
Claude Desktop, ChatGPT
Example client config
{
"mcpServers": {
"rag-docs": {
"command": "npx",
"args": [
"-y",
"@hannesrudolph/mcp-ragdocs"
],
"env": {
"OPENAI_API_KEY": "",
"QDRANT_URL": "",
"QDRANT_API_KEY": ""
}
}
}
}Install
Add hannesrudolph/mcp-ragdocs to your client
No install recipe yet. We write one for Claude Code, Claude Desktop, Cursor, VS Code, Codex and ChatGPT when the server is in the official MCP registry with a package or remote address we can use.
Until then, follow the project's own README, or the setup the listing publishes under How to set it up.
Works with
What hannesrudolph/mcp-ragdocs connects to
No confirmed connections yet. A product appears here when the server's registry name, repo, homepage or name ties it to that product, and a client appears when we have an install recipe for it.
Alternatives
Alternatives to hannesrudolph/mcp-ragdocs
| Record | Type | How we know | Checked |
|---|---|---|---|
| upstash/context7This is an alternative to it | MCP server | Named in the listing | Not dated |
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Compare hannesrudolph/mcp-ragdocs side by side
Sources
Where this comes from
No sources recorded yet. Each source we check is listed here with the date we checked it.
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Open-source & AI alternatives
Swap-in tools that solve the same job. Weigh the trade-offs before you commit.
Pairs with
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