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Biel.ai MCP Server

Connect your IDE to your product docs

\n\n\nGive AI tools like Cursor, VS Code, and Claude Desktop access to your company's product knowledge through the [Biel.ai platform](https://biel.ai).\n\nBiel.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.\n\n![Demo](https://raw.githubusercontent.com/TechDocsStudio/biel-mcp/main/demo.png)\n\nWhen AI tools can read your product documentation, they become **significantly** more helpful—generating more accurate code completions, answering technical questions with context, and guiding developers with real-time product knowledge.\n\n\n> **Note:** Requires a Biel.ai account and project setup. **[Start your free 15-day trial](https://app.biel.ai/accounts/signup/)**.\n\n

See quickstart instructions →

\n\n## Getting started\n\n### 1. Get your MCP configuration\n\n```json\n{\n \"mcpServers\": {\n \"biel-ai\": {\n \"description\": \"Query your product's documentation, APIs, and knowledge base.\",\n \"command\": \"npx\",\n \"args\": [\n \"mcp-remote\",\n \"https://mcp.biel.ai/sse?project_slug=YOUR_PROJECT_SLUG&domain=https://your-docs-domain.com\"\n ]\n }\n }\n}\n```\n\n**Required:** `project_slug` and `domain` \n**Optional:** `api_key` (only needed for private projects)\n\n### 2. Add to your AI tool\n\n* **Cursor**: **Settings** → **Tools & Integrations* → **New MCP server**.\n* **Claude Desktop**: Edit `claude_desktop_config.json` \n* **VS Code**: Install **MCP extension**.\n\n### 3. Start asking questions\n\n```\nCan you check in biel_ai what the auth headers are for the /users endpoint?\n```\n\n## Self-hosting (Optional)\n\nFor advanced users who prefer to run their own MCP server instance:\n\n### Local development\n```bash\n# Clone and run locally\ngit clone https://github.com/TechDocsStudio/biel-mcp\ncd biel-mcp\npip install .\nbiel-mcp\n```\n\n### Use as a Python package\n\nApplications that host their own ASGI stack can install the server directly\nfrom a tagged revision and import its FastAPI application:\n\n```bash\npip install \"biel-mcp @ git+https://github.com/TechDocsStudio/biel-mcp.git@VERSION\"\n```\n\n```python\nfrom biel_mcp.server import app\n```\n\n### Docker deployment\n```bash\n# Docker Compose (recommended)\ndocker-compose up -d --build\n\n# Or Docker directly\ndocker build -t biel-mcp .\ndocker run -d -p 7832:7832 biel-mcp\n```\n\n## Support\n\n- **Issues**: [GitHub Issues](https://github.com/techdocsStudio/biel-mcp/issues)\n- **Contact**: [support@biel.ai](mailto:support@biel.ai)\n- **Custom Demo**: [Book a demo](https://biel.ai/contact)\n","changelogMarkdown","videoKey","requiredSecretsJson","publishedAt","priceCents","trialDays",0,"upstream",{"_106":107,"_108":109,"_110":111,"_112":113,"_114":115,"_116":117},"requiredSecrets",[],"tags",[98,99,100,101,102,103,104,105],"assets",[],"stats",{"_96":85,"_97":85},"ratingAvg","reviewCount","ask-ai","chatbot","docs","documentation","docusaurus","rag","rag-as-a-service","sphinx","topics",[98,99,100,101,102,118,119,103,104,105],"license","MIT","language","Python","registryName","ai.biel/biel-ai","homepage","https://biel.ai","packages",[],"mcp","mcp-server","ENV",{"_122":123,"_124":125,"_126":127},"ENVIRONMENT","production","TURNSTILE_SITE_KEY","0x4AAAAAAB8-rEI2gNDf_QhU","SENTRY_DSN","https://45fd1229f78089d5c3ee78be128030e1@o4510583261757440.ingest.de.sentry.io/4510584253448272"]