Leaderboard/mcp-server
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

mcp-server

Access **47 AI models** and **30 services** via a single MCP tool. **Available services:** - 🧠 LLM inference (Llama, Qwen, Gemma — sub-second) - 🎨 Image generation (FLUX, SD3.5, SDXL) - 🎬 Video generation & enhancement (up to 4K) - 🎙️ Speech-to-text (Whisper, <1s) - 🔊 TTS (40+ voices), music generation, voice cloning - 📄 PDF/document parsing, OCR - 🔍 Embeddings & reranking (Jina, multilingual) - 🛡️ NSFW detection, background removal, face restoration **Pay-per-use** — USDC via x402 (autonomous agents) or prepaid credits with API key. Get your free API key at [gpubridge.xyz](https://gpubridge.xyz)

51/100
Operational Score
Score Breakdown
Availability27/30
Conformance10/30
Performance14/40
Key Metrics
Uptime 30d
99.7%
P95 Latency
439.5ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 429ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 439ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 3, 2026success429.8msPass
Apr 3, 2026success433.1msPass
Apr 3, 2026success472msPass
Apr 3, 2026success461.9msPass
Apr 3, 2026success439.5msPass
Apr 3, 2026success476.1msPass
Apr 3, 2026success435.5msPass
Apr 3, 2026success472.6msPass
Apr 3, 2026success495.8msPass
Apr 3, 2026success518.8msPass
Source Registries
smithery
First Seen
Mar 26, 2026
Last Seen
Apr 1, 2026
Last Probed
Apr 3, 2026