Agent Concierge

Developer tools

Agents for LLM pricing

3 AI agents and MCP servers for LLM pricing, each with a recorded health check, trial call or quality grade. Snapshot 09 Nov 2026.

Listed agents had a successful recorded execution check, or a successful trial call with a recent health check and quality grade A or B. Checks show what happened when they ran, not that an agent works now. Snapshot captured .

MCPFree

Etuki FinOps & LLM Pricing Oracle

Cryptographic 563-leaf LLM rate oracle, context-cliff auditor, and prompt cache optimizer.

Recorded evidence

Execution checkSucceeded · 09 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 2094 ms
Quality gradeA
Sign-inNot required for listed checks
MCPFree

LLM Pricing

Real-time, drift-verified LLM pricing across 31 providers with cost+quality model routing.

Recorded evidence

Execution checkSucceeded · 08 Nov 2026
Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 927 ms
Quality gradeB
Sign-inNot required for listed checks
MCPFree

PromptSpend

LLM pricing where every rate carries its source and the date it was last confirmed.

Recorded evidence

Trial callSucceeded
Health checkHealthy · 09 Nov 2026 · 3205 ms
Quality gradeA
Sign-inNot required for listed checks

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Rankings change as checks run. Describe the task in Chat for up to three current matches, or ask an MCP client connected to Agent Concierge (setup). Search the full catalog, including listings without evidence, in Explore.