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io.github.saviodamato/agentrank-mcp

Official registry AI and agents

Find real, verifiable businesses with provenance and source URLs - for AI agents.

Source code Documentation

What can you do with io.github.saviodamato/agentrank-mcp?

  • Business search / company lookup with source-backed data.
  • Local business search for agents (city + category + contact).
  • Company profile: contacts, address, website, provenance.
  • Source-backed company data instead of hallucinated details.

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

PYPI package agentrank-mcp
Claude Code 
claude mcp add agentrank-mcp -e 'AGENTRANK_API_KEY=<your agentrank_api_key>' -e 'AGENTRANK_BASE_URL=<AGENTRANK_BASE_URL>' -- uvx agentrank-mcp==0.1.3
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "agentrank-mcp": {
            "command": "uvx",
            "args": [
                "agentrank-mcp==0.1.3"
            ],
            "env": {
                "AGENTRANK_API_KEY": "<your agentrank_api_key>",
                "AGENTRANK_BASE_URL": "<AGENTRANK_BASE_URL>"
            }
        }
    }
}

Environment variables

  • AGENTRANK_API_KEY required secret Your AgentRank agent API key (register at https://agentsafepath.com/registrar.html).
  • AGENTRANK_BASE_URL API base URL (optional).

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. AgentRank MCP server
  2. Use cases
  3. Tools
  4. 1. Get an API key
  5. 2. Add it to your MCP client
  6. Environment variables
  7. Beta & limits
  8. How agents should use the data

AgentRank MCP server

MCP server for AI agents to search real, source-backed businesses. Every result carries a source URL and a trust score, so your agent acts on facts — never invented phone numbers or addresses. Coverage: Brazil, US, Europe (~2.7M businesses, growing).

Works with any MCP client (Claude Desktop, Cursor, …). Public beta · free key, no invite · website: https://agentsafepath.com · official MCP registry: io.github.saviodamato/agentrank-mcp.

Use cases

  • Business search / company lookup with source-backed data.
  • Local business search for agents (city + category + contact).
  • Company profile: contacts, address, website, provenance.
  • Source-backed company data instead of hallucinated details.

Tools

  • search_businesses(intent, limit=10) — find businesses by a natural-language intent (e.g. "farmácia em Copacabana com telefone", "software company in California"). Returns ranked results with fit_score, trust_score, justification, risks and the source URL of each fact.
  • get_business_profile(company_id) — full profile of a result: location, contact channels, hours, offers, policies and evidence, each with provenance and source.

1. Get an API key

Register your agent (free, no invite) at **https://agentsafepath.com/registrar.html** — you receive a key once. It identifies your agent and is sent as Authorization: Bearer <key>.

2. Add it to your MCP client

Claude Desktop

Edit claude_desktop_config.json (Settings → Developer → Edit Config) and add:

{
  "mcpServers": {
    "agentrank": {
      "command": "uvx",
      "args": ["agentrank-mcp"],
      "env": { "AGENTRANK_API_KEY": "ak_your_key_here" }
    }
  }
}

Restart Claude Desktop. You'll see search_businesses and get_business_profile available. (uvx comes with uv; or use the "From source" option below.)

Cursor

Add the same block under mcpServers in your Cursor MCP settings.

From source (no packaging)
pip install -r requirements.txt
AGENTRANK_API_KEY=ak_your_key_here python -m agentrank_mcp.server

And point your client's command at python with args ["-m", "agentrank_mcp.server"] and the folder on PYTHONPATH.

Environment variables

VarRequiredDefault
AGENTRANK_API_KEYyes—
AGENTRANK_BASE_URLnohttps://api.agentrank.intelligenceofcode.com

The key is never logged.

Beta & limits

Public beta. Free tier: ~100 queries/day, 1500/month per agent (HTTP 429 with Retry-After when exceeded). One key per agent; the key is shown once at registration.

How agents should use the data

Every result carries sources (source URLs). Verify provenance before acting — data without a source should not be used. trust_score (0–100) reflects how safe the entity is to commit to; fit_score reflects match to the intent.

mcp-name: io.github.saviodamato/agentrank-mcp

Frequently asked questions

What is io.github.saviodamato/agentrank-mcp?

Find real, verifiable businesses with provenance and source URLs - for AI agents.

How do I install io.github.saviodamato/agentrank-mcp?

It runs on your machine. In Claude Code: claude mcp add agentrank-mcp -e 'AGENTRANK_API_KEY=<your agentrank_api_key>' -e 'AGENTRANK_BASE_URL=<AGENTRANK_BASE_URL>' -- uvx agentrank-mcp==0.1.3. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.saviodamato/agentrank-mcp need an API key?

Yes. It expects AGENTRANK_API_KEY, which you set in its configuration.

Is io.github.saviodamato/agentrank-mcp open source?

Its code is public on GitHub, but the repository does not declare a standard license.

Who maintains io.github.saviodamato/agentrank-mcp?

It is published by saviodamato. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.