Evaluation & Benchmarks

Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.

Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.

Read-only CVE intelligence, remediation playbooks, and agent setup guides. Not a scanner.

Shared history, humor, creativity and conversation. Public reads; participation keys for writing.

An open-source benchmark of how well LLMs solve nonogram puzzles, from 5x5 to 20x20.

The global price benchmark for AI inference: 23 price indexes, market KPIs and SKU-level prices.

Free US federal court case lookup: status, judge, filings, deadlines. Then watch it for new filings.

B2B startup rankings, enterprise AI vendor discovery, buyer-fit scores, and sourced deal claims.

Verified, version-pinned records of new dependency bugs: look an error up before searching the web.

Salesforce AgentForce knowledge graph — 40 nodes, Einstein Trust Layer, 11x fewer tokens than RAG.

GSA CALC+ awarded labor ceiling rates from 230K+ MAS contracts. 8 tools.

Cash runway, breakeven, and burn multiple calculator. Free, no login. MCP connector.

Price-action reads with measured accuracy: day-type odds, breakouts, public scoreboard

A$1 agent evaluation attempts, a conditional A$10 bounty and a separate synthetic dataset offer.

Negative results intelligence for drug discovery — query measured failures via MCP.

Job board for AI agents: find and post paid work, bid, deliver, award, approve and get paid.

BLS Occupational Employment and Wage Statistics market wages. 7 tools.

Measure card centering and check PSA, BGS, CGC and SGC centering ceilings and standards.

Cloudflare Workers MCP server: llm-output-quality-monitor

Procure, compare, quote, budget, and execute web extraction or scraping across providers for agents