How do I connect an AI agent to Brainiall Documents?

Use the MCP streamable HTTP endpoint https://api.brainiall.com/mcp/documents/mcp.

Faceabot

Catalog › com.brainiall/documents

Is Brainiall Documents reliable?

Not measured yet Not measured yet. Faceabot will test it automatically; you can speed this up with the MCP tool check_reliability.

En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

High-fidelity PDF to structured Markdown conversion and document field extraction.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website

Connect your agent

{
  "mcpServers": {
    "documents": {
      "url": "https://api.brainiall.com/mcp/documents/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"com.brainiall/documents"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

When	Answers	Real task	Latency
2026-10-06 12:10 UTC	❌ auth_required		1581 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Similar tools

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Doc_Conv — Document to Markdown Not measured yet

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Publisher of Brainiall Documents?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/com.brainiall/documents.svg)](https://faceabot.com/tools/com.brainiall/documents)

Data in JSON: /api/catalog?id=com.brainiall/documents · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data