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.

89/100
Operational Score
Score Breakdown
Availability30/30
Conformance30/30
Performance29/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
369ms
Conformance
Pass
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 405 in 369ms
Conformance
MCP initialize handshake + tools/list
Valid MCP server info returned, tools/list responded
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 369ms, 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 5d ago
Server: openaiVersion: 0.6.0Protocol: 2025-06-18
Recent Probe Results
TimestampStatusLatencyConformance
Jul 3, 2026success369msPass
Jun 30, 2026success125.2msPass
Jun 27, 2026success246.3msPass
Jun 25, 2026success113.8msPass
Jun 24, 2026success329.8msPass
Jun 17, 2026success95.8msPass
Jun 16, 2026success139.5msPass
Jun 16, 2026success98.2msPass
Jun 15, 2026success134.1msPass
Jun 12, 2026success195.6msPass
Source Registries
mcp-registry
First Seen
Mar 25, 2026
Last Seen
Jul 3, 2026
Last Probed
Jul 3, 2026