Biel.ai
About
Chat with any product's documentation from Claude, Cursor, Copilot, or any MCP client. Biel.ai turns technical docs into a queryable MCP server with accurate, sourced answers.
Details
- Author
- techdocsStudio
- Downloads
- 258
- Categories
- Developer Tools, Knowledge Base, AI
Jump to
- Natural language questions with code snippets and source links
- Parses OpenAPI specs, config examples, and error messages as structured data
- Hosted service — no local installation required
- Connects via streamable HTTP
- Also provides embeddable chat, Slack/Discord/Teams bots, and a REST API
- Self-hosted MCP server available on GitHub
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
Biel.aiCommand (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
Add the Biel.ai MCP server to your MCP client config as a streamable HTTP endpoint at https://mcp.biel.ai/v2/YOUR_PROJECT_SLUG/mcp, substituting your project slug. For private documentation, append ?api_key=YOUR_KEY. Clients without native remote MCP support can use the npx mcp-remote wrapper.
biel_ai
Query Biel.ai's specialized AI about code, SDKs and documentation
Claude Desktop / Cursor
Paste into your MCP client config file to install this server.
{
"mcpServers": {
"biel.ai": {
"biel-ai": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.biel.ai/v2/<YOUR_PROJECT_SLUG>/mcp"
]
}
}
}
}McpServers
{
"biel-ai": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.biel.ai/v2/<YOUR_PROJECT_SLUG>/mcp"
]
}
}Give AI tools like Cursor, VS Code, and Claude Desktop access to your company's product knowledge through theBiel.ai platform.
Biel.ai provides a hosted Retrieval-Augmented Generation (RAG) layer that makes your documentation searchable and useful to AI tools. This enables smarter completions, accurate technical answers, and context-aware suggestions—directly in your IDE or chat environment.
When AI tools can read your product documentation, they becomesignificantlymore helpful—generating more accurate code completions, answering technical questions with context, and guiding developers with real-time product knowledge.
Note:Requires a Biel.ai account and project setup.Start your free 15-day trial.
{ "mcpServers": { "biel-ai": { "description": "Query your product's documentation, APIs, and knowledge base.", "command": "npx", "args": [ "mcp-remote", "https://mcp.biel.ai/sse?project_slug=YOUR_PROJECT_SLUG&domain=https://your-docs-domain.com" ] } } }
Required:project_sluganddomain
Optional:api_key(only needed for private projects)
- Cursor:Settings→ Tools & Integrations→New MCP server.
- Claude Desktop: Editclaude_desktop_config.json
- VS Code: InstallMCP extension.
Can you check in biel_ai what the auth headers are for the /users endpoint?
For advanced users who prefer to run their own MCP server instance:
# Clone and run locally git clone https://github.com/TechDocsStudio/biel-mcp cd biel-mcp pip install . biel-mcp
Applications that host their own ASGI stack can install the server directly from a tagged revision and import its FastAPI application:
pip install "biel-mcp @ git+https://github.com/TechDocsStudio/biel-mcp.git@VERSION"
# Docker Compose (recommended) docker-compose up -d --build # Or Docker directly docker build -t biel-mcp . docker run -d -p 7832:7832 biel-mcp
- Issues:GitHub Issues
- Contact:support@biel.ai
- Custom Demo*:Book a demo
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