Uptime (30d)%100.0

Latency (p50)858 msfaster than 37% of servers

Protocol eraunknown

Tools—

OpenAI Ads MCP

OpenAI Ads MCP is a remote MCP server published at openai-ads-mcp.trakkr.ai. It has been probed 35 times since 9/4/2026. It answered in 35 of them (100.0%), a near-uninterrupted record. Median response time is 858 ms, a delay an agent will notice. Its tool list could not be read; the server is closed to direct calls.

OpenAI Ads MCP for ChatGPT Ads campaigns, creatives, audiences, insights, and conversions.

UnknownSpec: unknownVersion: —First probe: 2026-09-04 15:47:51Last probe: 2026-09-07 07:55:38

Agent readability score

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

Agent readability score

Clear tool naming and usage guidance, but lacks explicit error handling.based on measured tool list

Strengths

Tool names clearly indicate their purpose
Descriptions explain when tools should be used
Parameters are well-defined with required/optional distinctions

Weaknesses

No explicit error handling or constraint documentation
draft_context_hints' use case could be more specific

draft_context_hints — Ambiguous use case description

Verdict

Tools are well-structured with clear naming and usage guidance. However, missing explicit error handling documentation could confuse agents in edge cases. The tool overlap analysis shows no conflicts, but additional constraints would improve robustness.

9/6/2026, 10:52:36 PM

Event narrative

Raw observations

Run	Era	Modern	ms	Legacy	ms	Versions
2026-09-07 07:55:38	Unknown	400	764	429	763	—
2026-09-07 05:25:31	Legacy	429	691	200	691	2025-11-25
2026-09-07 02:57:58	Legacy	429	945	200	973	2025-11-25
2026-09-07 00:27:42	Legacy	400	837	200	858	2025-11-25
2026-09-06 22:36:06	Legacy	400	840	200	861	2025-11-25
2026-09-06 20:44:13	Legacy	400	1628	200	1591	2025-11-25
2026-09-06 18:49:47	Legacy	400	757	200	747	2025-11-25
2026-09-06 16:56:18	Unknown	429	561	429	543	—
2026-09-06 15:42:25	Legacy	400	943	200	835	2025-11-25
2026-09-06 13:49:02	Legacy	400	769	200	777	2025-11-25

Supported versions

—

as declared by server/discover + initialize

Capabilities

—

not readable

Schema score

—

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

Legacy77%Unknown23%

Unknown07.09 07:55

04.09 15:47Measurements: 3507.09 07:55

LegacyUnknown

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
15 hours agoServer build: — → 0.1.7
15 hours agoSupported versions: — → 2025-11-25
15 hours agoEra changed: Unknown → Legacy
16 hours agoSupported versions: 2025-11-25 → —
16 hours agoEra changed: Legacy → Unknown
23 hours agoServer build: — → 0.1.7
23 hours agoSupported versions: — → 2025-11-25
23 hours agoEra changed: Unknown → Legacy

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Markdown

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Raw observations

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