MCP.Market

Agentrank MCP server

by saviodamato·io.github.saviodamato/agentrank-mcp·v0.1.3
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Find real, verifiable businesses with provenance and source URLs - for AI agents.

B78/100grade B
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Safety scan
B78/100

full report

Adoption
New

0 stars33 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

Agentrank tools (2)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • get_business_profile

    Get a company profile (contacts, address, website, provenance) by company_id.

  • search_businesses

    Search real, source-backed businesses by a natural-language intent.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • Code scan4 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 78 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 78/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Agentrank compares

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
78/100
higher than 57% of 48,255 servers
Tools
2
the typical server has 7
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
33
more than 22% of 12,191 servers with a package

What its tools let an agent do: 2 read

Install Agentrank in Claude Code, Cursor or VS Code

claude mcp add agentrank-mcp -- uvx agentrank-mcp
Add to Cursor

What the publisher says

From the Agentrank repository's README, as published. We do not edit it. Read it on GitHub

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

intent (e.g. "farmácia em Copacabana com telefone", "software company in California"). Returns ranked results with fitscore, trustscore, justification, risks and the source URL of each fact.

  • searchbusinesses(intent, limit=10)** — find businesses by a natural-language

channels, hours, offers, policies and evidence, each with provenance and source.

  • getbusinessprofile(companyid)** — full profile of a result: location, contact

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 .

2. Add it to your MCP client

Claude Desktop

Edit claudedesktopconfig.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 searchbusinesses and getbusiness_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

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. trustscore (0–100) reflects how safe the entity is to commit to; fitscore reflects match to the intent.

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

Nothing above is checked by us. What we check is on the safety report.

Agentrank: common questions

Is Agentrank MCP server safe?
Mostly: it is graded B (78/100). Read the Agentrank safety report
How do I install Agentrank?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Agentrank need an API key?
Yes. The registry entry asks for AGENTRANK_API_KEY.
Is Agentrank maintained?
The last commit was 117 days ago (2026-07-10). The latest release is v0.1.3.
How does Agentrank compare with other MCP servers?
safety score 78/100 (higher than 57% of 48,255 servers); tools 2 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.