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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 -r requirements.txt\npython biel_mcp_server.py\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,"categoryDisplayName","Communication","upstream",{"_98":99,"_100":101,"_102":103,"_104":105,"_106":107},"requiredSecrets",[],"tags",[],"assets",[],"stats",{"_96":83,"_97":83},"ratingAvg","reviewCount","topics",[108,109,110,111,112,113,114,115,116,117],"license","MIT","language","Python","registryName","ai.biel/biel-ai","homepage","https://biel.ai","ask-ai","chatbot","docs","documentation","docusaurus","mcp","mcp-server","rag","rag-as-a-service","sphinx","ENV",{"_120":121,"_122":123,"_124":125},"ENVIRONMENT","production","TURNSTILE_SITE_KEY","0x4AAAAAAB8-rEI2gNDf_QhU","SENTRY_DSN","https://45fd1229f78089d5c3ee78be128030e1@o4510583261757440.ingest.de.sentry.io/4510584253448272"]