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Geppetto Robot Directory

com.geppettorobotdirectory/geppetto-robot-directorygeppettorobotdirectory.comstreamable-httpv1.2.0Scanned

Robot directory for AI agents: 830+ robots, 290+ brands, 1,000+ datasets, 260+ professions scored.

10 tools: 10 only read.

Tools: 0 delete, 0 irreversible, 0 write, 10 read.
  • Reads private data · 3
  • Reads text others write · 0
  • Can send data out · 0
  • No findings

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Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.

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Tools

Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.

10 tools

Only reads 10Show 10 read-only tools
  • compare_robotsCompare two robots side by side on specs, price, and capabilities.No findings

    Why it is in this group

    • The name "compare_robots" says "compare": a word for reading.
    Description, as the server wrote it
    Compare two robots side by side on specs, price, and capabilities. Returns a comparison URL and key differences.
  • get_categoryGet all robots in a specific category with specs and prices.No findings

    Why it is in this group

    • The name "get_category" says "get": a word for reading.
    Description, as the server wrote it
    Get all robots in a specific category with specs and prices. Returns the full list of active robots in that category from the Geppetto directory.
  • get_component_categoryGet a robot hardware component category (a 'part' type) by slug, with its supply-chain analysis and full supplier list: bottleneck risk, China concentration, supplier counts, and e…No findings

    Why it is in this group

    • The name "get_component_category" says "get": a word for reading.
    Description, as the server wrote it
    Get a robot hardware component category (a 'part' type) by slug, with its supply-chain analysis and full supplier list: bottleneck risk, China concentration, supplier counts, and each supplier.
  • get_datasetGet the full record for a specific robot training dataset by slug: specs, license, access type, collection method, citation, and source links.No findings

    Why it is in this group

    • The name "get_dataset" says "get": a word for reading.
    Description, as the server wrote it
    Get the full record for a specific robot training dataset by slug: specs, license, access type, collection method, citation, and source links.
  • get_job_automation_riskGet the Geppetto Robot Impact Score (0-100) for any profession.No findings

    Why it is in this group

    • The name "get_job_automation_risk" says "get": a word for reading.
    Description, as the server wrote it
    Get the Geppetto Robot Impact Score (0-100) for any profession. Composite of task-automation research (35%, the Oxford Frey and Osborne score), IFR robot deployment (30%), an academic-consensus score (20%, the average of the Oxford score and the OECD risk band), and robot density (15%). The O*NET-SOC code is a cross-reference only, not a scoring input. Higher means more automation pressure on the occupation.
  • get_robotGet full specs and details for a specific robot by its slug.No findings

    Why it is in this group

    • The name "get_robot" says "get": a word for reading.
    Description, as the server wrote it
    Get full specs and details for a specific robot by its slug. Returns all specifications, price, brand, description, features, and direct URL.
  • get_supplierGet the full record for a specific robot hardware supplier by slug: components supplied, OEM relationships, country, public-listing and stock code, bottleneck risk, and sources.No findings

    Why it is in this group

    • The name "get_supplier" says "get": a word for reading.
    Description, as the server wrote it
    Get the full record for a specific robot hardware supplier by slug: components supplied, OEM relationships, country, public-listing and stock code, bottleneck risk, and sources.
  • search_datasetsSearch Geppetto's directory of 1,000+ robot training datasets by platform, modality, license, or commercial-use.Reads private dataNo findings

    Why it is in this group

    • The name "search_datasets" says "search": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "search" and "directory": it reads files.
    Description, as the server wrote it
    Search Geppetto's directory of 1,000+ robot training datasets by platform, modality, license, or commercial-use. Returns name, slug, platforms, sensor modalities, episode count, hours, license, access type, and URL.
  • search_robotsSearch Geppetto's directory of 830+ robots by category, brand, price range, or use case.Reads private dataNo findings

    Why it is in this group

    • The name "search_robots" says "search": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "search" and "directory": it reads files.
    Description, as the server wrote it
    Search Geppetto's directory of 830+ robots by category, brand, price range, or use case. Returns robot name, slug, category, brand, price range, and key specs.
  • search_suppliersSearch Geppetto's directory of 140+ robot hardware component suppliers by component category, country, or keyword.Reads private dataNo findings

    Why it is in this group

    • The name "search_suppliers" says "search": a word for reading.

    What it can reach

    • private-dataThe description's first sentence says "search" and "directory": it reads files.
    Description, as the server wrote it
    Search Geppetto's directory of 140+ robot hardware component suppliers by component category, country, or keyword. Returns name, slug, component category, country, public-listing/stock code, and bottleneck risk.

This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.

Exfil surface

Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.

No private-data, untrusted-input, outbound path in this server alone: no tool is tagged untrusted-input or outbound.

Reads private data3
Reads files, mail, messages, databases, secrets, calendars or repositories.
Reads text others write0
Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Can send data out0
Can carry data to people or systems: it sends, posts or publishes, or takes a recipient, channel or URL.

Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.

Findings

Matches of fixed checks, with the text they matched.

No check matched anything in these tool definitions. That is not a safety guarantee.

History

Changes to its tool definitions and to its remote endpoint, newest first.

No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.

Install

Pinned to version 1.2.0. Values in angle brackets are yours to fill in.

claude mcp add --transport http geppetto-robot-directory https://geppettorobotdirectory.com/functions/robotsApi
claude mcp add --transport http geppetto-robot-directory https://geppettorobotdirectory.com/functions/robotsApi

Run in a terminal.

Claude Code permissions

Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.

.claude/settings.json
{
  "permissions": {
    "allow": [
      "mcp__geppetto-robot-directory__search_robots",
      "mcp__geppetto-robot-directory__get_robot",
      "mcp__geppetto-robot-directory__compare_robots",
      "mcp__geppetto-robot-directory__get_job_automation_risk",
      "mcp__geppetto-robot-directory__get_category",
      "mcp__geppetto-robot-directory__search_datasets",
      "mcp__geppetto-robot-directory__get_dataset",
      "mcp__geppetto-robot-directory__get_component_category",
      "mcp__geppetto-robot-directory__search_suppliers",
      "mcp__geppetto-robot-directory__get_supplier"
    ],
    "ask": [],
    "deny": []
  }
}

Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as geppetto-robot-directory. Review it before you use it.

Capability tags behind 3 rules
  • mcp__geppetto-robot-directory__search_robots private-data
  • mcp__geppetto-robot-directory__search_datasets private-data
  • mcp__geppetto-robot-directory__search_suppliers private-data

Pin

Keep the decision: fail CI when the tools change, follow every change, or show a badge.

Pin in CI

Fail a build when the tools you reviewed are not the tools the server serves today.

curl -s "https://anlyon.dev/api/v1/servers/com.geppettorobotdirectory/geppetto-robot-directory/verify?hash=0ba5a89d51210a425d305f965e39a0861620c27f1924ca2f5be7c94088d2fbd9" | jq -e '.changed == false'

Pinned hash 0ba5a89d5121, from Nov 3, 2026, 20:18 UTC.

Watch

Get told when its tools change: a new tool, a new description, a new class.

https://anlyon.dev/servers/com.geppettorobotdirectory/geppetto-robot-directory/changes.xml

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Badge

anlyon.dev badge for com.geppettorobotdirectory/geppetto-robot-directory
[![anlyon.dev](https://anlyon.dev/badge/com.geppettorobotdirectory/geppetto-robot-directory.svg)](https://anlyon.dev/servers/com.geppettorobotdirectory/geppetto-robot-directory)

Source: MCP Registry. Synced Nov 3, 2026, 21:17 UTC.