Leaderboard/OpenAI Tools MCP Server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

OpenAI Tools MCP Server

platform.openai.com/docs/api-reference↗★|v0.6.0
AI & Agents

Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.

85/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance25/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
212.2ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 32ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 212ms, task completion: 100%
Skills
createImage

Creates an image given a prompt.

createImageEdit

Creates an edited or extended image given an original image and a prompt.

createImageVariation

Creates a variation of a given image.

createTranscription

Transcribes audio into the input language.

createTranslation

Translates audio into English.

listModels

Lists the currently available models, and provides basic information about each one such as the owner and availability.

retrieveModel

Retrieves a model instance, providing basic information about the model such as the owner and permissioning.

deleteModel

Delete a fine-tuned model. You must have the Owner role in your organization.

createModeration

Classifies if text violates OpenAI's Content Policy

Tools
9 tools verified via live probe
verified 2d ago
Server: openaiVersion: 0.6.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Apr 2, 2026success32.3msPass
Apr 2, 2026success55.5msPass
Apr 2, 2026success48.1msPass
Apr 2, 2026success50.8msPass
Apr 2, 2026success63.8msPass
Apr 2, 2026success52.8msPass
Apr 2, 2026success56.4msPass
Apr 2, 2026success51.2msPass
Apr 2, 2026success62.4msPass
Apr 2, 2026success67msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 2, 2026