Abs Loan Level
https://gateway.pipeworx.io/abs-loan-level/mcp ↗
Description
ABS-EE (Reg AB II) trust-level rollups — auto loan / auto lease
What our measurements say
Abs Loan Level 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 43 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
- Some tools have detailed descriptions with clear use cases (e.g., 'search_within' for semantic search in records).
- Specialized tools like 'abs_trust_performance' align with the server's ABS-EE focus.
Weaknesses
- Redundant tool names (e.g., 'ask_pipeworx', 'ask_pipeworx_beta', 'ask_pipeworx_grounded') create ambiguity.
- Parameter names like 'query', 'q', 'prompt' are repeated across tools without clear differentiation.
- Descriptions often lack explicit triggers for when to use the tool (e.g., 'deep_research' mentions account requirements but not usage scenarios).
ask_pipeworx— Redundant parameter names (query, q, prompt) risk confusion for the agent.ask_pipeworx_beta— Functionally similar to 'ask_pipeworx' with no clear differentiation in use cases.validate_claim— Parameter 'tolerance_pct' lacks explanation of error handling if claim falls outside tolerance.
Verdict
Event narrative
Risk: low
- 2026-09-12T15:21:42.024Z — Measurement recorded · Legacy mode active, full compliance achieved
Advice
Schema 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-abs-loan-level)<a href="https://mcpmetrics.io/servers/io-github-pipeworx-io-abs-loan-level"><img src="https://mcpmetrics.io/badge/io.github.pipeworx-io/abs-loan-level/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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