Biel Ai

Overview

From the repository's own README, as read at the audited commit.

<div align="center">  <picture>    <source media="(prefers-color-scheme: dark)" srcset="./logo-dark.png" />    <img alt="Biel.ai" src="./logo.png" width="120" />  </picture>  <h1>Biel.ai MCP Server</h1>  <h3>Connect your IDE to your product docs</h3></div>Give AI tools like Cursor, VS Code, and Claude Desktop access to your company's product knowledge through the [Biel.ai platform](https://biel.ai).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.![Demo](./demo.png)When 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.> **Note:** Requires a Biel.ai account and project setup. **[Start your free 15-day trial](https://app.biel.ai/accounts/signup/)**.<h3><a href="https://docs.biel.ai/integrations/mcp-server?utm_source=github&utm_medium=referral&utm_campaign=readme">See quickstart instructions →</a></h3>## Getting started### 1. Get your MCP configuration```json{  "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_slug` and `domain`  **Optional:** `api_key` (only needed for private projects)### 2. Add to your AI tool* **Cursor**: **Settings** → **Tools & Integrations* → **New MCP server**.* **Claude Desktop**: Edit `claude_desktop_config.json`  * **VS Code**: Install **MCP extension**.### 3. Start asking questions```Can you check in biel_ai what the auth headers are for the /users endpoint?```## Self-hosting (Optional

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude mcp add biel-mcp -- uvx biel-mcp

{
  "mcpServers": {
    "biel-mcp": {
      "command": "uvx",
      "args": [
        "biel-mcp"
      ]
    }
  }
}

Details

Source

TechDocsStudio/biel-mcp

PyPI

biel-mcp

Transports

sse · streamable-http

Tools

Registered at runtime; the list could not be read from source.

License

MIT

Stars

3 · pushed 2d ago

Trust audit

Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

What the source does

Filesystem

declared (1 observation(s))

Network

declared (4 observation(s))

Shell

none-observed

Dependencies

pinned

Secrets in source

none-found

Findings (2)

sse,streamable-http

Gates applied: no_behavioural_pass.

Audited 2026-09-13 · audit v0.4.0 · source sha 61e93b89185d · full audit: observations/trust-audit/mcp-server/techdocsstudio__biel-ai.json · Report an issue or request a re-scan

Audit history

Alternatives

Other servers in the same categories, safer ones first.

Questions