Biel.ai
@techdocsStudio
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.
Overview
What is Biel.ai?
Biel.ai is an MCP server that lets developers chat with product technical documentation directly from AI coding tools like Claude Desktop, Claude Code, Cursor, GitHub Copilot, Windsurf, and Cline. It answers natural-language questions with accurate responses, code snippets, and source links drawn from indexed documentation.
How to use Biel.ai?
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.
Key features of Biel.ai
- 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
Use cases of Biel.ai
- Ask “how do I authenticate?” and get steps pulled directly from your product’s docs
- Troubleshoot errors like “why am I getting a 401” with contextual answers
- Integrate docs into any AI coding tool without copy-pasting documentation
FAQ from Biel.ai
How is Biel.ai different from a generic AI chat?
Biel.ai is built specifically for technical documentation — it parses OpenAPI specs, code blocks, configuration examples, and error messages as structured information, not flat text.
What runtime or installation is required?
None. Biel.ai is a hosted service that uses streamable HTTP transport. A self-hosted MCP server is also available from the Biel.ai GitHub repository.
How does authentication work?
For public projects, replace YOUR_PROJECT_SLUG in the URL. For private projects, append ?api_key=YOUR_KEY to the endpoint URL.
Can I use Biel.ai without a native remote MCP client?
Yes. Clients without remote MCP support can run npx mcp-remote with the same endpoint URL in their config.
Where does the documentation data live?
Data is indexed and served from Biel.ai’s hosted platform. Private projects require an API key for access.
