Nyc Animals
https://gateway.pipeworx.io/nyc-animals/mcp ↗
Description
NYC Animals MCP — dog licensing and dog-bite records for New York City
What our measurements say
Nyc Animals is a remote MCP server published at gateway.pipeworx.io. It has been probed 7 times since 9/12/2026. It answered in 7 of them (100.0%), a near-uninterrupted record. Median response time is 44 ms, placing it among the faster endpoints. Its tool list could not be read; the server is closed to direct calls. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Clear naming for NYC-specific tools like 'nyc_dog_bites' and 'nyc_dog_licences_by_breed'
Weaknesses
- Ambiguous tool names (e.g., 'ask_pipeworx', 'search_within') that don't clearly indicate purpose
- Overlapping functions between 'ask_pipeworx', 'ask_pipeworx_beta', and 'ask_pipeworx_grounded'
- Redundant parameter names (query/q/prompt/text/input) with unclear usage distinctions
- Missing error handling documentation for most tools
ask_pipeworx— Redundant parameter names (query/q/prompt/text/input) create ambiguityask_pipeworx_beta— Functionally identical to ask_pipeworx with no clear differentiationsearch_within— Vague description lacks specific use cases beyond general semantic searchresolve_entity— Parameter 'type' lacks clear enum values for valid entity types
Verdict
Event narrative
Sign up free to generateSchema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- Tool list unreadable — the server responds, but its tools/list call does not return a valid result. Schema checks and AI evaluation cannot run.
- inputSchema invalid: —
- Smoke test not run this round
- Cold-start not measurable (no handshake)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Added to watch — era: Legacy
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[](https://mcpmetrics.io/servers/io-github-pipeworx-io-nyc-animals)<a href="https://mcpmetrics.io/servers/io-github-pipeworx-io-nyc-animals"><img src="https://mcpmetrics.io/badge/io.github.pipeworx-io/nyc-animals/era.svg" alt="mcpmetrics"></a>You are seeing the last 7 days. Sign up for the full history. Which check failed and why is in the dashboard.
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