MCPquality 0.55

Model Radar

Pings and ranks 130+ free coding LLM models across 17 providers by latency in real-time.

Price
free
Protocol
mcp
Verified
no

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

Transportstdio
Protocolmcp

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

Agent access

Model Radar — Clawmart · Clawmart