RagdocsCAUTION
An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context.
Overview
From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.
[](https://github.com/sanderkooger/mcp-server-ragdocs/actions/workflows/release.yml) [](https://npmjs.com/package/@sanderkooger/mcp-server-ragdocs) [](https://codecov.io/gh/sanderkooger/mcp-server-ragdocs) [](https://opensource.org/licenses/MIT)
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.
Table of Contents
- Usage
- Features
- Configuration
- Deployment
- Local Development
- Cloud Deployment
- Playwright Integration
- Tools
- Project Structure
- Using Ollama Embeddings
- License
- Development Workflow
- Contributing
- Forkception Acknowledgments
Usage
The RAG Documentation tool is designed for:
- Enhancing AI responses with relevant documentation
- Building documentation-aware AI assistants
- Creating context-aware tooling for developers
- Implementing semantic documentation search
- Augmenting existing knowledge bases
Features
- Vector-based documentation search and retrieval
- Support for multiple documentation sources
- Support for local (Ollama) embeddings generation or OPENAI
- Semantic search capabilities
- Automated documentation processing
- Real-time context augmentation f
c8a0f0fa369bOBSERVED · 2026-10-08Connect
Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.
claude mcp add mcp-server-ragdocs -- npx -y @sanderkooger/[email protected]
{
"mcpServers": {
"mcp-server-ragdocs": {
"command": "npx",
"args": [
"-y",
"@sanderkooger/[email protected]"
]
}
}
}Exposed tools (4)
3 read · 0 write · 1 destructive. Blast radius: 1 tool can delete or overwrite — an agent that can be talked into calling a tool can be talked into calling this one.
| Tool | Risk | Description |
|---|---|---|
clear_queue | destructive | Clear all URLs from the queue |
list_sources | read | List all documentation sources currently stored in the system. Returns a comprehensive list of all indexed documentation including source URLs, titles, and last update times. Use this to understand what documentation is available for searching or to verify if specific sources have been indexed. |
mock | read | mock tool |
search_documentation | read | Search through stored documentation using natural language queries. Use this tool to find relevant information across all stored documentation sources. Returns matching excerpts with context, ranked by relevance. Useful for finding specific information, code examples, or related documentation. |
Trust audit
CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | WARN |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | WARN |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- declared (1 observation(s))
- Network
- declared (1 observation(s))
- Shell
- none-observed
- Dependencies
- not all pinned
- Secrets in source
- none-found
Findings (10)
host: OLLAMA_BASE_URL || 'http://127.0.0.1:11434'
clear_queue
.c8rc.json
.clinerules
.commitlintrc.ts
.mocharc.json
.releaserc.json
"QDRANT_URL": "http://127.0.0.1:6333",
ollama, tall, @commitlint/cli, @commitlint/config-conventional, @semantic-release/changelog, @semantic-release/commit-analyzer, @semantic-release/git, @semantic-release/github
curl -fsSL https://ollama.com/install.sh | sh
Gates applied: no_behavioural_pass.
c8a0f0fa369bfull audit observations/trust-audit/mcp-server/sanderkooger__ragdocs-4.json · Report an issue / request a re-scanAudit history
Every audit this server has had. A grade with a past is a grade somebody is still checking.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | c8a0f0fa369b | CAUTION | B | 89 | first audit |
Questions
What is the Ragdocs MCP server?
An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context.
What tools does Ragdocs expose?
4 in total: 3 read-only, 0 that write, and 1 that can delete or overwrite (clear_queue). Every one is listed on this page with its risk.
Is Ragdocs safe to connect to an agent?
With care. The audit graded it B (89/100) and found 10 things worth knowing before you trust this server, listed below with the exact line each was found on. Separately from the audit: 1 of its tools can destroy data, so scope the token you give it to what you actually need.
What credentials does Ragdocs need?
No credential environment variables were found in its source, so it appears to need none.
How does Ragdocs run?
It speaks stdio, so it runs as a local process your client starts. It is published on npm as @sanderkooger/mcp-server-ragdocs at 1.3.0.
How current is this page?
The grade is for one exact copy of the source (c8a0f0fa369b), read on 2026-10-08. The repository is watched and re-audited when it changes.