Mcp For Docs

Name: Mcp For Docs
Author: qdrant

by qdrant

MCP server for accessing documentation and code snippets of dev tools. Based on `mcp-server-qdrant`

9 0 tools GitHub

No known CVEs

No license

Stale

Last commit 230d ago

Works with most clients

Transport: sse

0 tools

Grade F

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Step 1

Install in your client

Config is the same across clients — only the file and path differ.

Supported in Claude Desktopsse · Node 18+

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-for-docs": {
      "command": "<see-readme>",
      "args": []
    }
  }
}

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[![MCPpedia Score](https://mcppedia.org/api/badge/mcp-for-docs)](https://mcppedia.org/s/mcp-for-docs)

Read me

What Mcp For Docs does

The idea is to create a PoC for curated documentation MCP server based on mcp-server-qdrant.

Test This Server

No automated test available for this server. Check the GitHub README for setup instructions.

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Why this score

Five weighted categories — click any category to see the underlying evidence.

Score breakdown

25/100across 5 weighted dimensions

How we score →

0255075100

−75

Security

Maintenance

Efficiency

Documentation

Compatibility

Categoriesclick a row to see evidence

Security

OSV.dev

No known CVEs.

No package registry to scan.

Community

Reviews

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Have you used this server?

Share your experience — it helps other developers decide.

How easy was setup?Did it work reliably?How was the documentation?

Frequently Asked Questions

Is Mcp For Docs safe to use?: Mcp For Docs has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
How do I install Mcp For Docs?: Mcp For Docs can be installed by cloning its GitHub repository and following the setup instructions in the README.
What AI clients work with Mcp For Docs?: Mcp For Docs is compatible with claude-desktop, cursor, claude-code. It uses sse transport.
Is Mcp For Docs actively maintained?: Mcp For Docs is less actively maintained — last commit was 230 days ago. It has 9 GitHub stars.

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Community

Discussion

Start a conversation

Ask a question, share a tip, or report an issue.

Has anyone used this with Cursor?How do you handle auth?Any alternatives?

Motivation

Default mcp-server-qdrant is too general and expects you to put data into it. But one of the main use-cases for MCP is to provide LLMs with latest and most accurate documentation.

This project should serve as an example of how you can build ready-to-use MCP server for a specific package documentation.

This MCP server is read-only, model is only allowed retrieve data about the documentation.

Setup

This is a Python project using uv for package management.

Install uv if you haven't already:

curl -LsSf https://astral.sh/uv/install.sh | sh

Create a virtual environment and install dependencies:

uv venv
source .venv/bin/activate  # On Unix/macOS
# or
.venv\Scripts\activate  # On Windows

uv pip install -r requirements.txt

Install the package in development mode:

uv pip install -e .

Frequently Asked Questions

Is Mcp For Docs safe to use?

Mcp For Docs has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.

How do I install Mcp For Docs?

Mcp For Docs can be installed by cloning its GitHub repository and following the setup instructions in the README.

What AI clients work with Mcp For Docs?

Mcp For Docs is compatible with claude-desktop, cursor, claude-code. It uses sse transport.

Is Mcp For Docs actively maintained?

Mcp For Docs is less actively maintained — last commit was 230 days ago. It has 9 GitHub stars.

MCP for Qdrant Documentation

The idea is to create a PoC for curated documentation MCP server based on mcp-server-qdrant.

Motivation

Default mcp-server-qdrant is too general and expects you to put data into it. But one of the main use-cases for MCP is to provide LLMs with latest and most accurate documentation.

This project should serve as an example of how you can build ready-to-use MCP server for a specific package documentation.

This MCP server is read-only, model is only allowed retrieve data about the documentation.

Setup

This is a Python project using uv for package management.

Install uv if you haven't already:

curl -LsSf https://astral.sh/uv/install.sh | sh

Create a virtual environment and install dependencies:

uv venv
source .venv/bin/activate  # On Unix/macOS
# or
.venv\Scripts\activate  # On Windows

uv pip install -r requirements.txt

Install the package in development mode:
```
uv pip install -e .
```

Development

Use ruff for linting and formatting
The project uses hatchling as the build backend

MCP Server Inspector

uv run mcp dev qdrant_docs_mcp/server.py

Run for serving

uv run qdrant_docs_mcp/main.py --transport=sse