The real catalog of tools for AI agents

High-resolution MCP tool call latency profiler and P50/P90/P95/P99 telemetry metrics collector

Voice pipeline timestamp telemetry profiler and percentile latency calculator

Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.

Ultra-low-latency incremental line validator with chunk boundary reassembly and schema auditing

Blockscout - 56 tools for data, metrics, and on-chain analytics

SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics.

Synthetix - 22 tools for data, metrics, and on-chain analytics

SonarQube MCP — projects, metrics, quality gate, issues, worst-metric ranking.

Impression-weighted SERP position, click projection on your own CTR curve, share of voice

Edge-based network diagnostic utility checking host latency, gated via x402 payment rails.

Test the voice agents you run: scored transcripts, pass/fail verdicts, latency and WER metrics.

Coingecko - 36 tools for data, metrics, and on-chain analytics

An MCP server for analyzing startup financial health and generating metrics reports locally.

solve_need: one call returns the best of 47,000+ MCP tools, with live measured reliability.

Query PanDev Metrics analytics and reporting data

Draft-safe project planning: tasks, dependencies, resources, schedules and cost metrics.

Coinmarketcap - 30 tools for data, metrics, and on-chain analytics

Manage uptime monitors and incidents and search logs, metrics and traces from an AI assistant.

Convert height and weight, compute BMI, TDEE and protein targets with error bounds.

Build a stakeholder metric digest