Uptime (30d)%94.3

Latency (p50)106 msfaster than 95% of servers

Protocol eralegacy

Tools1

OctoTrip Flights

OctoTrip Flights is a remote MCP server published at mcp.octotrip.app. It has been probed 35 times since 9/4/2026. It answered in 33 of them (94.3%), with periods of unreachability in between. Median response time is 106 ms, placing it among the faster endpoints. It offers a narrow, focused set of 1 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.

Free, no-login flight search with real-time pricing from multiple airlines.

LegacyLegacy ⚠Version: 1.29.0First 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

Tool lacks parameter clarity and error handling, limiting usabilitybased on measured tool list

Strengths

Clear tool naming
No functional overlaps

Weaknesses

Ambiguous parameter definitions
No error handling documentation

search — Missing input parameter specifications

Verdict

The tool's functionality is clear but lacks detailed parameter definitions and error handling. The absence of input schema specifics prevents accurate usage, contributing to the low score.

9/6/2026, 4:29:34 AM

Event narrative

Raw observations

Run	Era	Modern	ms	Legacy	ms	Versions
2026-09-07 07:55:38	Legacy	400	112	200	107	2025-11-25
2026-09-07 05:25:31	Unknown	400	117	429	125	—
2026-09-07 02:57:58	Legacy	400	146	200	141	2025-11-25
2026-09-07 00:27:42	Legacy	400	94	200	96	2025-11-25
2026-09-06 22:36:06	Legacy	400	101	200	97	2025-11-25
2026-09-06 20:44:13	Legacy	400	96	200	100	2025-11-25
2026-09-06 18:49:47	Legacy	400	96	200	104	2025-11-25
2026-09-06 16:56:18	Legacy	400	99	200	105	2025-11-25
2026-09-06 15:42:25	Legacy	400	99	200	109	2025-11-25
2026-09-06 13:49:02	Legacy	400	104	200	106	2025-11-25

Supported versions

2025-11-25

as declared by server/discover + initialize

Capabilities

experimental, prompts, resources, tools

Schema score

100

1 tools

Schema compliance

tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.

100/100

Excellent1 tools

tools/list schema valid
inputSchema is valid JSON Schema
Smoke test not run this round
Cold-start: cold 32ms → warm 32ms (penalty 0ms)

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

Legacy91%Unreachable6%Unknown3%

Legacy07.09 07:55

04.09 15:47Measurements: 3507.09 07:55

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.

51 minutes agoServer build: — → 1.29.0
51 minutes agoSupported versions: — → 2025-11-25
51 minutes agoEra changed: Unknown → Legacy
3 hours agoSupported versions: 2025-11-25 → —
3 hours agoEra changed: Legacy → Unknown
2 days agoServer build: — → 1.29.0
2 days agoBack up
2 days agoIncomplete probe — one leg did not answer, era result not counted
2 days agoBecame unreachable
2 days agoIncomplete probe — one leg did not answer, era result not counted

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Markdown

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Raw observations

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