MCPquality 0.55
Model Radar
Pings and ranks 130+ free coding LLM models across 17 providers by latency in real-time.
What it does
Pings and ranks 130+ free coding LLM models across 17 providers by latency in real-time.
Scans free coding LLM models across providers including NVIDIA NIM, Groq, Cerebras, SambaNova, and OpenRouter to measure availability and latency. Ranks models by tier based on SWE-bench Verified scores and helps agents select the fastest available model for code generation tasks.
Capabilities
mcptransport-stdioopen-source
Server
Quality
0.55/ 1.00
deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · registry-generated description present
Provenance
Indexed frompulsemcp
Enriched2026-05-15 05:22:25Z · deterministic:mcp:v1 · v1
First seen2026-04-28
Last seen2026-05-15