GPT-5.6-sol Agent

https://farm.llmotions.com/mcp/agents/gpt-5-6-sol-agent ↗

GPT-5.6-sol Agent is a remote MCP server published at farm.llmotions.com. It has been probed 31 times since 9/4/2026. It answered in 29 of them (93.5%), with periods of unreachability in between. Median response time is 432 ms, placing it among the faster endpoints. Its tool list could not be read; the server is closed to direct calls.

Authenticated async GPT-5.6-sol Agent agent with status polling and artifact results.

Unknown

Agent readability score

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

Agent readability score

GPT-5.6-sol Agent tools show clear naming but lack parameter details and error handling.based on measured tool list

Strengths

Descriptive tool names
Distinct function separation

Weaknesses

Ambiguous parameter requirements
Missing error code definitions

agentfarm_create_run — No parameter schema defined
agentfarm_get_run_status — No error code examples

Verdict

Tools are well-structured but need explicit parameter schemas and error documentation to improve reliability. Readability score aligns with 75/100.

9/6/2026, 8:09:49 AM

Event narrative

Raw observations

Run	Era	Modern	ms	Legacy	ms	Versions
2026-09-07 00:27:42	Unknown	429	462	429	466	—
2026-09-06 22:36:06	Legacy	200	433	200	434	2025-11-25
2026-09-06 20:44:13	Legacy	200	433	200	439	2025-11-25
2026-09-06 18:49:47	Unknown	429	430	429	420	—
2026-09-06 16:56:18	Legacy	200	435	200	437	2025-11-25
2026-09-06 15:42:25	Legacy	200	429	200	435	2025-11-25
2026-09-06 13:49:02	Legacy	200	434	200	427	2025-11-25
2026-09-06 11:55:12	Legacy	200	426	200	431	2025-11-25
2026-09-06 10:02:05	Unknown	429	432	429	423	—
2026-09-06 08:09:06	Unknown	429	429	429	423	—

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

Unknown52%Legacy42%Unreachable6%

Unknown07.09 00:27

04.09 15:47Measurements: 3107.09 00:27

LegacyUnknownUnreachable

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.

1 hour agoSupported versions: 2025-11-25 → —
1 hour agoEra changed: Legacy → Unknown
5 hours agoServer build: — → 0.1.0
5 hours agoSupported versions: — → 2025-11-25
5 hours agoEra changed: Unknown → Legacy
7 hours agoSupported versions: 2025-11-25 → —
7 hours agoEra changed: Legacy → Unknown
14 hours agoServer build: — → 0.1.0
14 hours agoSupported versions: — → 2025-11-25
14 hours agoEra changed: Unknown → Legacy

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