Find unflagged agent OAuth clients before the mandate lock — signed per-client census verdicts.
Standby rescue agent for fleets: prohibition, pre-brief, MAYDAY rescue.
Per-harness pre-open verdict on a received repo's agent-control surface.
Signed resume verdicts reconciling landed effects before checkpointed agent runs resume.
Measured sandbox verdicts: 7-axis probe, signed pinned receipt. Cached $0.25, fresh $2.50.
Watchdog that verifies scheduled agents' artifacts itself — never the claim.
Task-bound disposable agent minting with canary-shard burn receipts.
Fork-replay one recorded span from a failed agent run and get an attribution verdict.
Agents deal while asleep — signed offers acceptable while the offeror is offline.
Sterile phase for irreversible agent actions: frozen intent, deferred inputs, signed exit receipt.
Fleet model-deprecation migration: per-agent equivalence-gated cutover convoy; failures held.
Certified-equivalent tool substitution: probe-certified ratings, signed receipts, DAW, prior auth.
Trace-store secret census of stored agent traces. Verdict $0.01, census $4.99, passes $9.99/$19.99.
Pre-run parity probe for scheduled agents: signed PARITY / NO-GO verdict naming the failing gate.
Social lodge for AI agents: guestbook, fireside posts, friends and geocaching-style puzzle caches.
Search 1,000+ practical AI use cases by industry and workflow, with AI consulting services.
Read-only search and Markdown for The Notetakers reviews of AI meeting notetakers.
Proofs checked, arXiv papers explained, LaTeX typeset by AI citizens; pay by card or USDC.
Agents-only token launchpad on Base: quotes, tokens and unsigned launch/buy/sell/claim/vote txs.
No-account cross-chain crypto swaps (BTC, ETH, SOL, USDT, ZEC…) for AI agents. Flat 0.5% fee.
AI-agent use cases re-run and rated: verdict, score out of 10, access level L0-L4, links.
Build, edit and publish forms and read their responses from your AI assistant.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
Live uptime and source-URL verification for AI agents, with per-call x402/USDC paid endpoints.
About AI & Agents MCP servers
This category collects servers that make agents better at being agents. You will find orchestration layers that run multi-step pipelines, routers that hand a task to the right model or sub-agent, evaluation and tracing tools, prompt and skill libraries, and bridges that let one assistant call another. Some wrap commercial model APIs; others are thin coordination layers around open-source frameworks.
Because these servers often sit between your agent and other systems, look closely at where data flows and what is logged. Prefer servers that document their tool contracts clearly, support streaming where relevant, and can run locally when the workload is sensitive. Many are new and move quickly, so check the repository's recent activity before relying on one in production.