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SeeGeo MCP server

Which servers in the official MCP registry are SeeGeo's own, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-20

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Whose server it is
  • Registry namecom.see-geo/seegeoverified in the MCP registry

The registry name sits under see-geo.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-20
  • Stateanswerschecked 2026-10-20
  • Tools3
  • Server calls itselfseegeo
  • Server version1.0.4
  • Protocol version2025-06-18

On 2026-10-20 the server answered initialize and tools/list without a sign-in. First answer in 153 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.
  • Checked on 2 of the 7 days it takes to judge reliability.

Once connected

  • Parameters are untyped or undescribed in 1 of 3 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 2, the first on 2026-10-20
  • INITE MCP scoreafter a weeka score needs 7 daily checks: 2 so far
  • Use588 npm downloads a week
  • Answeredmeasuring2 of the 7 daily checks it takes to print a share
  • Median first answer860 ms
  • Space in an agent's context≈ 637 tokensthe definitions of all its tools (3), which an agent carries on every turn
  • Tool definitionsA · 94 of 100
  • Typed results0 of 3 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 1 of 3

What an agent can do with it

  • can do · audit whether AI crawlers can reach your site
  • not sure · check whether ChatGPT or Claude mention your business
  • not sure · fix robots.txt rules blocking AI crawlers

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (30%), doing the product's job (25%), definitions (20%), context (10%) and use (15%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers3 tools · read 2026-10-20
  • audit_site

    Runs SeeGeo's full audit of a domain — crawler access for 16 AI bots, technical basics, structured data, content extractability, off-site presence, entity clarity — and returns the grade (A–F), category scores and the findings with fixes…

  • get_audit

    Returns an audit's status while it runs, or its grade, category scores and findings when done. Set includeReport to get the full report object with evidence.

  • crawler_check

    Reads robots.txt for each AI crawler (GPTBot, ClaudeBot, PerplexityBot, Google-Extended…) and fetches the homepage as GPTBot, OAI-SearchBot, ClaudeBot and PerplexityBot to see whether a bot wall blocks them. A few seconds; does not count…

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "seegeo": {
      "type": "http",
      "url": "https://see-geo.com/mcp/anonymous"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http see-geo https://see-geo.com/mcp/anonymous

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://see-geo.com/mcp/anonymous as a custom connector in the settings.

Also shipped through: npm

OpenAPI spec

4 paths, read 2026-10-20. Open the spec ↗

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.