Willform Agent

Willform Agent is a remote MCP server published at agent.willform.ai. It has been probed 33 times since 9/4/2026. It answered in only 0 of them (0.0%), indicating low availability. Median response time is 954 ms, a delay an agent will notice. Its tool list could not be read; the server is closed to direct calls.

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

UnreachableSpec: unknownVersion: —First probe: 2026-09-04 15:42:07Last probe: 2026-09-07 00:27:42

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.

Strengths

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

Raw observations

Run	Era	Modern	ms	Legacy	ms	Versions
2026-09-07 00:27:42	Unreachable *	—	1569	—	1567	—
2026-09-06 22:36:06	Unreachable *	—	4371	—	4374	—
2026-09-06 20:44:13	Unreachable *	—	1356	—	1356	—
2026-09-06 18:49:47	Unreachable *	—	896	—	895	—
2026-09-06 16:56:18	Unreachable *	—	3556	—	3554	—
2026-09-06 15:42:25	Unreachable *	—	656	—	655	—
2026-09-06 13:49:02	Unreachable *	—	2540	—	2538	—
2026-09-06 11:55:12	Unreachable *	—	2122	—	2119	—
2026-09-06 10:02:05	Unreachable *	—	1476	—	1474	—
2026-09-06 08:09:06	Unreachable *	—	2169	—	2168	—

Supported versions

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as declared by server/discover + initialize

Capabilities

—

not readable

Schema score

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not measurable

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%

Unreachable07.09 00:27 · Incomplete probe — one leg did not answer, era result not counted

04.09 15:42Measurements: 3307.09 00:27

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.

7 minutes agoIncomplete probe — one leg did not answer, era result not counted
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
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
9 hours agoIncomplete probe — one leg did not answer, era result not counted
11 hours agoIncomplete probe — one leg did not answer, era result not counted
13 hours agoIncomplete probe — one leg did not answer, era result not counted
15 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

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Markdown

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HTML

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Raw observations

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