Willform Agent

https://agent.willform.ai/api/mcp ↗

Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.

UnreachableSpec: unknownVersion: —First probe: 2026-09-04 15:42:07Last probe: 2026-09-05 21:39:10

Agent readability score

Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.

Agent readability score

Reasoning, findings and advice are available to signed-in users.

Run	Era	Modern	ms	Legacy	ms	Versions
2026-09-05 21:39:10	Unreachable *	—	2350	—	2349	—
2026-09-05 19:53:57	Unreachable *	—	3738	—	3738	—
2026-09-05 19:24:58	Unreachable *	—	2919	—	2917	—
2026-09-05 17:31:44	Unreachable *	—	838	—	835	—
2026-09-05 15:37:58	Unreachable *	—	954	—	953	—
2026-09-05 13:43:08	Unreachable *	—	823	—	822	—
2026-09-05 11:49:41	Unreachable *	—	460	—	459	—
2026-09-05 09:54:33	Unreachable *	—	338	—	337	—
2026-09-05 07:54:58	Unreachable *	—	45	—	42	—
2026-09-05 05:55:22	Unreachable *	—	39	—	38	—

Era history

Each cell is one probe run. Faded cells are incomplete probes — one leg did not answer, so the era is inconclusive.

Era distribution

Unreachable100%

Unreachable05.09 21:39 · Incomplete probe — one leg did not answer, era result not counted

04.09 15:42Measurements: 1805.09 21:39

Unreachable

Response time history

The two probe legs separately: modern server/discover and legacy initialize.

server/discoverinitialize

Event log

Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.

2 hours agoIncomplete probe — one leg did not answer, era result not counted
4 hours agoIncomplete probe — one leg did not answer, era result not counted
4 hours agoIncomplete probe — one leg did not answer, era result not counted
6 hours agoIncomplete probe — one leg did not answer, era result not counted
8 hours agoIncomplete probe — one leg did not answer, era result not counted
10 hours agoIncomplete probe — one leg did not answer, era result not counted
12 hours agoIncomplete probe — one leg did not answer, era result not counted
14 hours agoIncomplete probe — one leg did not answer, era result not counted
16 hours agoIncomplete probe — one leg did not answer, era result not counted
18 hours agoIncomplete probe — one leg did not answer, era result not counted

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Markdown

[![mcpmetrics](https://mcpmetrics.io/badge/ai.willform/willform-agent/era.svg)](https://mcpmetrics.io/servers/ai-willform-willform-agent)

HTML

<a href="https://mcpmetrics.io/servers/ai-willform-willform-agent"><img src="https://mcpmetrics.io/badge/ai.willform/willform-agent/era.svg" alt="mcpmetrics"></a>

Raw observations

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