How do I connect an AI agent to Brainiall Memory?

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

Faceabot

Catalog › com.brainiall/memory

Is Brainiall Memory 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

Persistent semantic memory storage, associative recall, and recent memory index by namespace.

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

Connect your agent

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

Or ask Faceabot first: MCP tool check_reliability {"id":"com.brainiall/memory"} 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 12:15 UTC	❌ auth_required		313 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.

More from the same publisher

Brainiall Documents Not measured yet

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

MCP endpoint : https://api.brainiall.com/mcp/documents/mcp · website · measurements and details

Brainiall Image Being measured · 100% over 1 checks Real task being tested · 1/1

Background removal, upscaling, face restore, document OCR, table extraction, visual understanding.

MCP endpoint : https://api.brainiall.com/mcp/image/mcp · website · measurements and details

Brainiall NLP Being measured · 100% over 1 checks Real task being tested · 1/1

Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.

MCP endpoint : https://api.brainiall.com/mcp/nlp/mcp · website · measurements and details

Brainiall Pronunciation Being measured · 100% over 1 checks Real task being tested · 1/1

Pronunciation assessment, phoneme scoring, speaker voice ID, audio transcription, speech synthesis.

MCP endpoint : https://api.brainiall.com/mcp/pronunciation/mcp · website · measurements and details

tts Not measured yet

Hosted pay-per-use TTS: 54 neural voices, 9 languages incl. Brazilian Portuguese. $10 free credits.

MCP endpoint : https://api.brainiall.com/mcp/tts/mcp · website · measurements and details

Publisher of Brainiall Memory?

Show your measured reliability on your README or website:

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

Data in JSON: /api/catalog?id=com.brainiall/memory · 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

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