The real catalog of tools for AI agents

A CPU performance engineering brain: a vetted reading list, benchmarks and cited source passages

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

Premium agentic endpoint for cgroup-cpu-throttler-mcp.

performance-review MCP — wraps StupidAPIs (keyless — no credential needed)

Collective intelligence for AI shopping agents — product intel, deals, and more

Always-on performance engineering for your own code: proven pull requests, the merge stays yours.

Bank-scoped TBPI analytics for community bank executives. Perlucem account required.

Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused.

MCP server that decodes V8 CPU profiles into token-efficient bottleneck summaries for AI agents

provides AI-powered PostgreSQL performance tuning capabilities.

High-performance, modular MCP v2 server with safe profiles, worker pool, caching, and stdio.

Scores US metros on corporate investment catalysts and repricing signals for real estate investors.

Per-URL SEO verdicts from GSC, GA4, Matomo, Clarity, AI citations: refresh/expand/merge/kill.

Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic

Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)

Reputation scoring for AI agent wallets on Base. Trust scores, fraud checks, x402.

Review gate for shared agent memory: an unreviewed or hand-edited memory is never served.

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

Premium agentic endpoint for catalog-engine-mcp.

88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.