# Geppetto Robot Directory (remote · geppettorobotdirectory.com)

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

- Trust score: 73/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `geppettorobotdirectory.com`: 73/100 (this document), [markdown](https://verifymcp.io/servers/com-geppettorobotdirectory-geppetto-robot-directory/functions-robotsapi.md), [page](https://verifymcp.io/servers/com-geppettorobotdirectory-geppetto-robot-directory/functions-robotsapi)

## Channel facts

- Endpoint: `https://geppettorobotdirectory.com/functions/robotsApi`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.2.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 78/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 1034 tokens (~103/item across 10 items; 10 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 7/100
  - Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 10 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 10 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the Geppetto Robot Directory MCP server?

Geppetto Robot Directory is a hosted endpoint at https://geppettorobotdirectory.com/functions/robotsApi, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http com-geppettorobotdirectory-geppetto-robot-direct 'https://geppettorobotdirectory.com/functions/robotsApi'
```

### Cursor

```json
{
  "mcpServers": {
    "com-geppettorobotdirectory-geppetto-robot-direct": {
      "url": "https://geppettorobotdirectory.com/functions/robotsApi"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "com-geppettorobotdirectory-geppetto-robot-direct": {
      "type": "http",
      "url": "https://geppettorobotdirectory.com/functions/robotsApi"
    }
  }
}
```

### Codex

```toml
[mcp_servers.com-geppettorobotdirectory-geppetto-robot-direct]
url = "https://geppettorobotdirectory.com/functions/robotsApi"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-geppettorobotdirectory-geppetto-robot-direct": {
      "type": "remote",
      "url": "https://geppettorobotdirectory.com/functions/robotsApi",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add com-geppettorobotdirectory-geppetto-robot-direct --url 'https://geppettorobotdirectory.com/functions/robotsApi' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  com-geppettorobotdirectory-geppetto-robot-direct:
    url: "https://geppettorobotdirectory.com/functions/robotsApi"
```

### Netclaw

```json
{
  "McpServers": {
    "com-geppettorobotdirectory-geppetto-robot-direct": {
      "Transport": "http",
      "Url": "https://geppettorobotdirectory.com/functions/robotsApi"
    }
  }
}
```

### Vellum

```bash
assistant mcp add com-geppettorobotdirectory-geppetto-robot-direct -t streamable-http -u 'https://geppettorobotdirectory.com/functions/robotsApi'
```

### Other

```json
{
  "mcpServers": {
    "com-geppettorobotdirectory-geppetto-robot-direct": {
      "type": "http",
      "url": "https://geppettorobotdirectory.com/functions/robotsApi"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-05 (score 73, +7)

- [security improvement] Authorization: unverified → partial
- [cosmetic] Tool “compare_robots” changed its title: Compare Two Robots
- [cosmetic] Tool “get_category” changed its title: Get Robot Category
- [cosmetic] Tool “get_component_category” changed its title: Get Component Category
- [cosmetic] Tool “get_dataset” changed its title: Get Dataset Details
- [cosmetic] Tool “get_job_automation_risk” changed its title: Get Robot Impact Score for a Profession
- [cosmetic] Tool “get_robot” changed its title: Get Robot Details
- [cosmetic] Tool “get_supplier” changed its title: Get Supplier Details
- [cosmetic] Tool “search_datasets” changed its title: Search Robot Training Datasets
- [cosmetic] Tool “search_robots” changed its title: Search Robots
- [cosmetic] Tool “search_suppliers” changed its title: Search Component Suppliers

### 2026-11-04 (score 66, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-11-03 (score 66)

First indexed and scored.

## MCP tools (10)

### `search_robots` (~127 tokens)

Search Robots

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.

Input parameters:

- `category` (string): Robot category slug. Options: humanoid, cleaning, lawn, aerial, medical, security, agricultural, delivery, industrial, companion, educational, inspection
- `maxPrice` (number): Maximum price in USD
- `query` (string): Search term, category, or use case. Examples: humanoid, robot vacuum, lawn mower, cobot

### `get_robot` (~69 tokens)

Get Robot Details

Get full specs and details for a specific robot by its slug. Returns all specifications, price, brand, description, features, and direct URL.

Input parameters:

- `slug` (string, required): Robot slug e.g. agility-robotics-digit, roborock-s8-maxv-ultra, unitree-g1

### `compare_robots` (~53 tokens)

Compare Two Robots

Compare two robots side by side on specs, price, and capabilities. Returns a comparison URL and key differences.

Input parameters:

- `robot_a` (string, required): First robot slug
- `robot_b` (string, required): Second robot slug

### `get_job_automation_risk` (~140 tokens)

Get Robot Impact Score for a Profession

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.

Input parameters:

- `profession_slug` (string, required): Profession slug e.g. warehouse-picker-packer, nurse-routine-monitoring, delivery-driver-last-mile, long-haul-truck-driver

### `get_category` (~74 tokens)

Get Robot Category

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.

Input parameters:

- `category_slug` (string, required): Category slug e.g. humanoid, cleaning, lawn, aerial, medical, security, agricultural, delivery, industrial, companion, educational, inspection

### `search_datasets` (~195 tokens)

Search Robot Training Datasets

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.

Input parameters:

- `category` (string): Dataset type: real-robot, human-video, or sim
- `commercialUse` (boolean): If true, only datasets cleared for commercial use
- `embodiment` (string): Robot platform used to collect the data, e.g. unitree-g1, franka, aloha, humanoid
- `license` (string): License identifier, e.g. apache-2.0, cc-by-4.0, mit
- `modality` (string): Sensor modality, e.g. rgb, depth, tactile, imu, lidar, force-torque
- `query` (string): Free-text search over dataset name, description, and source

### `get_dataset` (~67 tokens)

Get Dataset Details

Get the full record for a specific robot training dataset by slug: specs, license, access type, collection method, citation, and source links.

Input parameters:

- `slug` (string, required): Dataset slug e.g. droid, open-x-embodiment, ego4d, aloha-bimanual

### `get_component_category` (~96 tokens)

Get Component Category

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.

Input parameters:

- `category_slug` (string, required): Component category slug: reducers, motors, sensors, screws, hand-units, actuators, bearings, materials, castings, intelligence, pcbs, assemblies, data, periphery, other

### `search_suppliers` (~144 tokens)

Search Component Suppliers

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.

Input parameters:

- `component` (string): Component category slug, e.g. reducers, motors, sensors
- `country` (string): Country the supplier is in, as a full name or ISO-2 code: China/CN, Japan/JP, Germany/DE, United States/US, Switzerland/CH, Taiwan/TW, Sweden/SE, Australia/AU
- `query` (string): Free-text search over supplier name and component description

### `get_supplier` (~69 tokens)

Get Supplier Details

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.

Input parameters:

- `slug` (string, required): Supplier slug e.g. harmonic-drive-systems, leaderdrive, nabtesco, catl

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/com-geppettorobotdirectory-geppetto-robot-directory/functions-robotsapi#diagnostics

## Score history

- 2026-11-05: 73
- 2026-11-04: 66
- 2026-11-03: 66

## Common questions

### What is the Geppetto Robot Directory MCP server?

Geppetto Robot Directory is an MCP server listed in the public MCP registry as com.geppettorobotdirectory/geppetto-robot-directory. Robot directory for AI agents: 830+ robots, 290+ brands, 1,000+ datasets, 260+ professions scored. This page covers its hosted endpoint (https://geppettorobotdirectory.com/functions/robotsApi).

### Is the Geppetto Robot Directory MCP server safe to use?

Geppetto Robot Directory scores 73 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Geppetto Robot Directory MCP server expose?

Geppetto Robot Directory exposes 10 tools: search_robots, get_robot, compare_robots, get_job_automation_risk, get_category, and 5 more. Their descriptions and schemas cost roughly 1,034 tokens of context every time the server is loaded.

### Does the Geppetto Robot Directory MCP server require authentication?

No. We connected to Geppetto Robot Directory without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Geppetto Robot Directory MCP server still maintained?

Geppetto Robot Directory is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://geppettorobotdirectory.com/functions/robotsApi
- Website: https://geppettorobotdirectory.com/
- Changelog RSS feed: https://verifymcp.io/servers/com-geppettorobotdirectory-geppetto-robot-directory/functions-robotsapi.xml
- Changelog JSON feed: https://verifymcp.io/servers/com-geppettorobotdirectory-geppetto-robot-directory/functions-robotsapi.json
- HTML version of this page: https://verifymcp.io/servers/com-geppettorobotdirectory-geppetto-robot-directory/functions-robotsapi