---
title: Biel.ai — MCP server performance | Invoked Exchange
description: Real-world success rate, latency, and per-tool reliability for the Biel.ai MCP server (ai.biel/biel-ai).
doc_version: "1.0"
last_updated: "2026-07-06T08:21:41.445Z"
canonical: https://invoked.ai/surfaces/biel-biel-ai
---

# Biel.ai

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

- Registry name: `ai.biel/biel-ai`
- Repository: https://github.com/TechDocsStudio/biel-mcp
- Coverage: fully tested (public server)
- Add to Invoked: https://invoked.ai/surfaces/biel-biel-ai (or `invoked://surface/add?registry=ai.biel%2Fbiel-ai`)

## Community

_Building — published once enough workspaces have contributed._

## Sitemap

See the full [directory sitemap](https://invoked.ai/sitemap.md).