Dante IX — Autonomous Brand & GEO Agency MCP

io.github.heuristicolabPublished by GitHub account heuristicolabv2.1.0Updated Oct 29, 2026

9-Circle Brand Reputation, Social Listening & Multi-Model GEO Audit + Shield Forge (danteix.com).

VerifiedSTDIODesktop onlyWeb Search & ScrapingBusiness & CommerceAI & ML

Overview

AI-generated overview

Local MCP connector to the Dante IX brand-intelligence platform for auditing how AI engines describe a brand and generating GEO artifacts.

What you can do
  • Run a full 9-Circle brand, social listening and multi-model GEO audit with a SHA-256 seal
  • Measure share of model and first-choice win rate across ChatGPT, Gemini and Perplexity
  • Search a tenant vault for customer complaints, sarcasm signals, bot alerts and market opportunities
  • Generate GEO shield files such as llms.txt, ai-catalog.json, Schema.org JSON-LD and AI crawler robots rules
  • Produce counterweight content and ClaimReview/FAQ markup to correct inaccurate AI claims
When to use it
Useful when you want to check how AI assistants recommend or misstate a brand, compare visibility across AI engines, or draft technical GEO and crawler files for a site. Aimed at brand, marketing and SEO work rather than general development.
Requirements
Runs locally over stdio, installed from PyPI as dante-mcp or launched with uvx, so a Python environment is needed. An optional DANTE_API_KEY (dnt_live_ prefix) unlocks full results; without it the server runs in a 30% preview mode. Paid plans are offered for full access.
Before you install
The API key is a secret sent via the DANTE_API_KEY environment variable and is tied to a paid subscription tier. Without a key, results are limited to a 30% preview. Audit and probe requests send brand and query data to the danteix.com service, and generated files such as robots.txt rules or llms.txt are meant to be published on your site, so review them before deploying.

Installation

In SourceWeft

  1. Open Dante IX — Autonomous Brand & GEO Agency MCP in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

🔦 Dante IX (dante-mcp) — Autonomous Brand, Social Listening & Multi-Model GEO Agency MCP

[MCP Protocol] [Website] [License: MIT]

mcp-name: io.github.heuristicolab/dante-mcp

Dante IX (dante-mcp) is the official Model Context Protocol (MCP) connector for danteix.com — the 9-Circle Brand Intelligence, Social Listening, and Generative Engine Optimization (GEO) platform built by Heurístico Lab.

It equips Claude Desktop, Claude Code, Cursor, Windsurf, and Google Antigravity with 5 tools to audit how AI engines (ChatGPT, Gemini, Perplexity) recommend or hallucinate about your brand, analyze real customer friction across digital channels, and synthesize production-ready GEO technical shields (/llms.txt, /.well-known/ai-catalog.json, Schema.org JSON-LD, and ClaimReview counterweights).

🛠️ Exposed MCP Tools (5 Capabilities)

  1. dante.run_audit — Executes a complete 9-Circle Brand, Social Listening & Multi-Model GEO Audit attested with a cryptographic SHA-256 seal.
  2. dante.probe_geo_share — Measures Share of Model (SoM) and First-Choice Win Rate across OpenAI (ChatGPT), Google Gemini, and Perplexity.
  3. dante.query_street_friction — Searches your isolated tenant intelligence vault for customer complaints, irony/sarcasm signals (Circle IV), coordinated bot alerts (Circle VIII), and competitive market opportunities.
  4. dante.forge_geo_shield — Synthesizes production-ready /llms.txt, /.well-known/ai-catalog.json, Schema.org JSON-LD, and robots.txt rules for AI crawlers (GPTBot, OAI-SearchBot, ClaudeBot, PerplexityBot, Google-Extended).
  5. dante.remediate_hallucination — Generates semantic counterweight blocks (Markdown + HTML ClaimReview), FAQPage JSON-LD, and verification prompts to remediate inaccurate AI claims.

⚡ Quickstart (Claude Desktop / Cursor / Windsurf / Antigravity)

Install via pip or run directly with uvx:

bash
pip install dante-mcp

Add to your claude_desktop_config.json or .cursor/mcp.json:

json
{  "mcpServers": {    "dante": {      "command": "uvx",      "args": ["dante-mcp"],      "env": {        "DANTE_API_KEY": "dnt_live_YOUR_KEY_HERE"      }    }  }}

Note (FREE_TRIAL Preview Mode): If DANTE_API_KEY is omitted, dante-mcp runs in 30% Preview Mode at $0 cost so you can test all 5 tools immediately. To unlock 100% of live multi-model probes and full GEO artifacts, get a PRO_INHOUSE ($199/mo) or AGENCY_PARTNER ($499/mo) key at https://danteix.com/#modalities.

Source: README.md at commit efc7a9b

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v2.1.0LatestOct 29, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts