A
licenseNot graded
qualityF
maintenanceEnables AI assistants to enhance their responses with relevant documentation through a semantic vector search, offering tools for managing and processing documentation efficiently.
9 npm
64
MIT
teleport-docs-mcp
by greedy52
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@teleport-docs-mcpHow do I set up GitHub SSO with Teleport?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
teleport-docs-mcp
Build a MCP server for Teleport Documentation
How it works
Embeddings generated from teleport docs are saved in a Chroma database. A MCP tool is provided to do the vector search and return the result from the database. Note that no LLM model is used to interpret the result within the MCP tool. It's up to the AI tool that calls the MCP tool to interpret the result.
Related MCP server: RAG Documentation MCP Server
Use from Dockerhub
https://hub.docker.com/r/stevetelelport/teleport-docs-mcp
stdio
docker run --rm -i stevetelelport/teleport-docs-mcp:v0.1.0or in config json format:
{
"mcpServers": {
"teleport-docs": {
"command": "docker",
"args": [
"run",
"--rm",
"-i",
"stevetelelport/teleport-docs-mcp:v0.1.0"
]
}
}
}note that it takes a few seconds to spin up.
sse
docker run -d --name teleport-docs-mcp-sse -p 8282:8000 stevetelelport/teleport-docs-mcp:v0.1.0 uv run main.py --sse --host 0.0.0.0Local Development
uv
Install uv:
curl -Ls https://astral.sh/uv/install.sh | shAnd install packages:
uv pip install -r requirement.txtBuild local docker
Build
$ docker build -t teleport-docs-mcp .Stdio
$ docker run --rm -i teleport-docs-mcpSSE
$ docker run --name teleport-docs-mcp-sse -d -p 8282:8000 teleport-docs uv main.py --sse --host 0.0.0.0MCP config (stdio)
Replace with your directory path!
{
"mcpServers": {
"teleport-docs": {
"command": "uv",
"args": [
"--directory",
"/path/to/teleport-docs-mcp",
"run",
"main.py"
]
}
}
}Rebuild database
The vector database is prepopulated and provided with this repo. You can refresh the data by removing existing indexes, and copy the latest pages from the teleport OSS GitHub repo.
To prep files:
rm -rf docs/pages
rm -rf docs/pages_fixed
cp /path/to/teleport/docs/pages docs/pages`
cp /path/to/teleport/examples docs/examples`
python3 fix_include.pyTo generate new db:
rm -rf chroma_index/
python3 embed.pyIt takes a while to generate though.
This server cannot be deployed
Maintenance
ActivityInactive
ResponsivenessNo issues
Related MCP Connectors
Versioned documentation registry and semantic search for AI tools and coding assistants.
Tailor Platform for AI assistants: search, list and read the platform documentation.
Search your knowledge bases from any AI assistant using hybrid RAG.
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
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