The real catalog of tools for AI agents

Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.

Buy a finished outcome through services, agents, marketplaces, humans, tools, or swarms.

Federal Judicial Center (FJC), Integrated Database — federal case outcomes (fleet #3271).…

Read customer feedback, problems and initiatives in Outcomet, and log new feedback from chat.

Now part of GAIP Witness: records a task outcome and caller-supplied costs.

All-in outcome rankings with live depth, fees, verified rules, EV checks, and track records.

News momentum + what-changed outcome tools for agents. Signals + links, ~296 sources.

Resolve prediction market events. Price checks, claim verification, outcome confidence.

Attested multi-agent consensus: proposals, votes, and outcomes stamped and traced.

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

Verified AI-agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks.

Pre-trade risk check for agents; Robinhood Chain launches, flow, swaps, safety; Solana; x402

Keyless Saskatchewan labour-market data: measured wages and rents, roles, jobs, outcomes, pathways.

Agent routing, safety preflight, execution receipts, best execution and verified outcomes.

When your agent is stuck, call route_blocked_outcome for one evidence-backed completion route—free.

Query the value record behind a deal: business cases, value frameworks, and realized outcomes.

Football match outcome probabilities recorded before kick-off, and an open record of results.

Music PR campaign management -- contacts, pitches, campaigns, and outcomes.

AI stock signal convergence � 13 sources, Bayesian scoring, verified outcomes.

AI voice agents that place and answer phone calls, with transcripts and outcomes.