MCP SERVER
About
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed.
Details
- Author
- JeanVittory
- Downloads
- 309
- Categories
- AI, Developer Tools
Jump to
- Query issues using the latest web documentation.
- Supports LangChain, LlamaIndex, and OpenAI docs.
- Easily add more documentation sources by editing a constant.
- Uses Serper API for web search.
- Built with Python 3.12.9, BeautifulSoup4, and MCP CLI.
Setting up with Highlight
This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:
- Download and install Highlight from highlightai.com/download
- Navigate to the plugins tab and select "Add Custom Plugin"
-
Configure the plugin with the settings below
Plugin Name
MCP SERVERCommand (node, npx, python, etc.)Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
- Enable "Start Automatically" if you want the plugin to start when Highlight launches
From the repository
Clone the repository, create a Python 3.12 virtual environment, activate it, and install with uv pip install -e .. Obtain a Serper API key and set it as an environment variable. Configure the MCP client (e.g., Claude Desktop) with the provided JSON snippet pointing to src/main.py. The server is invoked via the MCP client.
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"mcp server": {
"mcp-server": {
"command": "uv",
"args": [
"--directory",
"/ABSOLUTE/PATH/TO/YOUR/mcp-server-code",
"run",
"src/main.py"
],
"env": {
"SERPER_API_KEY": ""
}
}
}
}
}McpServers
{
"mcp-server": {
"command": "uv",
"args": [
"--directory",
"/ABSOLUTE/PATH/TO/YOUR/mcp-server-code",
"run",
"src/main.py"
],
"env": {
"SERPER_API_KEY": ""
}
}
}MCP SERVER
Make queries about any issue using the latest documentation available
With this MCP, you can debug your application by querying any issue using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed.
TECH
- Python3.12.9
- beautifulsoup4
- mcp[cli]
Installation
git clone https://github.com/JeanVittory/mcp-server.git
cd mcp-server
python3.12 -m venv ~/venv/mcp-server
source ~/venv/mcp-server/bin/activate
uv pip install -e .
Env variables
Yuu just need a Serper Api Key generated here
Add more documentation sources
Please look for a variable called docs_urls in the constants folder. Add the URLs of the documentation you want to reference to that dictionary.
MCP Installation
{
"mcpServers": {
"mcp-server": {
"command": "uv", # if fail run which uv and paste the absolute route here
"args": [
"--directory",
"/ABSOLUTE/PATH/TO/YOUR/mcp-server-code",
"run",
"src/main.py"
]
}
}
}
Troubleshooting
If you have any issue please contact me vittory.dev@gmail.com or generate an issue!
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