Biel.ai

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
100%
Naming quality
80%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~150Tokens (tool definitions)
~1.7 KBTypical response size
Minimal attention impact (0.12% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "biel-ai": {
      "url": "https://mcp.biel.ai/v2/{project_slug}/mcp"
    }
  }
}

Remote endpoints

https://mcp.biel.ai/v2/{project_slug}/mcpstreamable-http
https://mcp.biel.ai/sse?project_slug={project_slug}&domain={domain}sse

What it can do

Tool inventory

Tools (1)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢biel_ai(message, api_key, chat_uuid, domain, metadata)

Query Biel.ai's specialized AI about code, SDKs and documentation

Input Schema

{
  "type": "object",
  "properties": {
    "message": {
      "type": "string",
      "description": "Your question about code, SDK or documentation"
    },
    "api_key": {
      "type": "string",
      "description": "API key for authentication (optional)",
      "default": ""
    },
    "chat_uuid": {
      "type": "string",
      "description": "Chat UUID to continue conversation (optional)",
      "default": ""
    },
    "domain": {
      "type": "string",
      "description": "Domain URL. Required only if 'Allowed domains' is enabled in project settings.",
      "default": ""
    },
    "metadata": {
      "type": "string",
      "description": "Metadata to tag the conversation source (optional)",
      "default": ""
    }
  },
  "required": [
    "message"
  ]
}

Compare

Peer Comparison

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Tools:0
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Uptime:100.0%
Latency:277ms

Community

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Evidence

Recent observations

verifiedversion not recorded1 tools
failed observationversion not recorded—
verifiedversion not recorded1 tools
failed observationversion not recorded—
verifiedversion not recorded1 tools