Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
Data & AnalyticsData access / search
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 836 ms · Last checked
Explore
Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Data access / search
Robot directory for AI agents: 830+ robots, 290+ brands, 1,000+ datasets, 260+ professions scored.
1 failed · 8 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Outdated check
Last connection measurement is over 24 hours old. Current availability is unknown.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 5 | 0 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 0 | 0 | 4 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 4 | 0 | 0 |
Publisher identityCan the publisher be traced to its source? | 3 | 1 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using Geppetto Robot Directory
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http geppetto-robot-directory https://geppettorobotdirectory.com/functions/robotsApiCapabilities
Compare two robots side by side on specs, price, and capabilities. Returns a comparison URL and key differences.
DiscoveredGet all robots in a specific category with specs and prices. Returns the full list of active robots in that category from the Geppetto directory.
DiscoveredGet 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.
DiscoveredGet the full record for a specific robot training dataset by slug: specs, license, access type, collection method, citation, and source links.
DiscoveredGet 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.
DiscoveredGet full specs and details for a specific robot by its slug. Returns all specifications, price, brand, description, features, and direct URL.
DiscoveredGet 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.
DiscoveredSearch 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.
DiscoveredSearch 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.
DiscoveredSearch 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.
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 816 ms | 10 |