What configuration is required?

The MCP configuration requires a Biel.ai project slug and documentation domain. An API key is optional for private projects.

Which clients are mentioned in the documentation?

The README describes setup for Cursor and Claude Desktop, and also mentions VS Code with an MCP extension.

Can the server be self-hosted?

Yes. The README describes local Python installation, importing its FastAPI application, and Docker deployment.

Is a Biel.ai account required?

Yes. The README states that a Biel.ai account and project setup are required.

Biel MCP

documentationragdeveloper-toolsknowledge-base

Connects IDEs and chat tools to Biel.ai for answers grounded in your product documentation and knowledge base.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "techdocsstudio-biel-mcp": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://mcp.biel.ai/sse?project_slug=YOUR_PROJECT_SLUG&domain=https://your-docs-domain.com"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Overview

Biel.ai MCP Server connects supported AI clients to Biel.ai's hosted retrieval-augmented generation system. It lets AI tools query product documentation, APIs, and knowledge bases for context-aware technical answers. Use it when your documentation is configured as a Biel.ai project.

Use cases

Query product documentation from an IDE

Answer technical questions using company knowledge

Check API details such as authentication headers

Provide documentation context for code completions

Key features

Queries Biel.ai-hosted documentation

Supports product APIs and knowledge bases

Connects through an MCP server

Supports public and private projects

Can be self-hosted with Python or Docker

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Biel MCP.

Extracted Tool Capabilities

Queries Biel.ai-hosted documentation

Supports product APIs and knowledge bases

Connects through an MCP server

Supports public and private projects

Can be self-hosted with Python or Docker

Documentation Overview

Biel.ai MCP Server

Connect your IDE to your product docs

Give AI tools like Cursor, VS Code, and Claude Desktop access to your company's product knowledge through the Biel.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.

Demo

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.

See quickstart instructions →

Getting started

1. Get your MCP configuration

config.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

Code

Can you check in biel_ai what the auth headers are for the /users endpoint?

Self-hosting (Optional)

For advanced users who prefer to run their own MCP server instance:

Local development

bash

# Clone and run locally
git clone https://github.com/TechDocsStudio/biel-mcp
cd biel-mcp
pip install .
biel-mcp

Use as a Python package

Applications that host their own ASGI stack can install the server directly from a tagged revision and import its FastAPI application:

Terminal

pip install "biel-mcp @ git+https://github.com/TechDocsStudio/biel-mcp.git@VERSION"

server.ts

from biel_mcp.server import app

Docker deployment

bash

# Docker Compose (recommended)
docker-compose up -d --build

# Or Docker directly
docker build -t biel-mcp .
docker run -d -p 7832:7832 biel-mcp

Support

Issues: GitHub Issues
Contact: support@biel.ai
Custom Demo: Book a demo

Read the full README →View source on GitHub →

Related MCP Servers

View all in Knowledge & Memory View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

Last commit

16d ago

Most recent push to the default branch.

Directory activity

2 views

Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Biel MCP

It connects AI tools to the Biel.ai platform, which provides a hosted retrieval-augmented generation layer for product documentation and knowledge bases.

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

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Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/techdocsstudio-biel-mcp?style=directory)](https://allmcps.com/mcp/techdocsstudio-biel-mcp)

HTML Embed

<a href="https://allmcps.com/mcp/techdocsstudio-biel-mcp"><img src="https://allmcps.com/api/badge/techdocsstudio-biel-mcp?style=directory" alt="Biel MCP on AllMCPs" /></a>

Technical Specs & Signals

CategoryKnowledge & Memory

PricingFreemium

8/9 checks healthy over the last 31d

51Quality signal: Good · 51/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools23/30

Adoption & activity5/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

★ Spotlight Slot

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Own this project?

This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge — proof is checked automatically, then reviewed by our team.

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Explore more

More in 🧠 Knowledge & Memory →Best MCP servers for Memory & Knowledge →Alternatives to Biel MCP →Install in Claude Desktop Install in Cursor Install in VS Code

Biel MCP

documentationragdeveloper-toolsknowledge-base

Connects IDEs and chat tools to Biel.ai for answers grounded in your product documentation and knowledge base.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "techdocsstudio-biel-mcp": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://mcp.biel.ai/sse?project_slug=YOUR_PROJECT_SLUG&domain=https://your-docs-domain.com"
      ]
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Overview

Use cases

Query product documentation from an IDE

Answer technical questions using company knowledge

Check API details such as authentication headers

Provide documentation context for code completions

Key features

Queries Biel.ai-hosted documentation

Supports product APIs and knowledge bases

Connects through an MCP server

Supports public and private projects

Can be self-hosted with Python or Docker

Capabilities & Tool Schemas

Inspect callable tools, capabilities, and parameters exposed to AI agents by Biel MCP.

Extracted Tool Capabilities

Queries Biel.ai-hosted documentation

Supports product APIs and knowledge bases

Connects through an MCP server

Supports public and private projects

Can be self-hosted with Python or Docker

Documentation Overview

Biel.ai MCP Server

Connect your IDE to your product docs

Give AI tools like Cursor, VS Code, and Claude Desktop access to your company's product knowledge through the Biel.ai platform.

Demo

Note: Requires a Biel.ai account and project setup. Start your free 15-day trial.

See quickstart instructions →

Getting started

1. Get your MCP configuration

config.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

Code

Can you check in biel_ai what the auth headers are for the /users endpoint?

Self-hosting (Optional)

For advanced users who prefer to run their own MCP server instance:

Local development

bash

# Clone and run locally
git clone https://github.com/TechDocsStudio/biel-mcp
cd biel-mcp
pip install .
biel-mcp

Use as a Python package

Applications that host their own ASGI stack can install the server directly from a tagged revision and import its FastAPI application:

Terminal

pip install "biel-mcp @ git+https://github.com/TechDocsStudio/biel-mcp.git@VERSION"

server.ts

from biel_mcp.server import app

Docker deployment

bash

# Docker Compose (recommended)
docker-compose up -d --build

# Or Docker directly
docker build -t biel-mcp .
docker run -d -p 7832:7832 biel-mcp

Support

Issues: GitHub Issues
Contact: support@biel.ai
Custom Demo: Book a demo

Read the full README →View source on GitHub →

Related MCP Servers

View all in Knowledge & Memory View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars

Stargazers on the source repository.

Last commit

16d ago

Most recent push to the default branch.

Directory activity

2 views

Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Biel MCP

It connects AI tools to the Biel.ai platform, which provides a hosted retrieval-augmented generation layer for product documentation and knowledge bases.

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/techdocsstudio-biel-mcp?style=directory)](https://allmcps.com/mcp/techdocsstudio-biel-mcp)

HTML Embed

<a href="https://allmcps.com/mcp/techdocsstudio-biel-mcp"><img src="https://allmcps.com/api/badge/techdocsstudio-biel-mcp?style=directory" alt="Biel MCP on AllMCPs" /></a>

Technical Specs & Signals

CategoryKnowledge & Memory

PricingFreemium

8/9 checks healthy over the last 31d

51Quality signal: Good · 51/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools23/30

Adoption & activity5/15

Community engagement0/10

★ Spotlight Slot

Feature Your MCP Server

Get maximum visibility for your server across our directory, search results, and detail pages.

Spotlight Your Server

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 🧠 Knowledge & Memory →Best MCP servers for Memory & Knowledge →Alternatives to Biel MCP →Install in Claude Desktop Install in Cursor Install in VS Code