The real catalog of tools for AI agents

Autonomous spec-to-product coding-agent CLI with an MCP server exposing 39 tools over stdio.

Read-only Grafana Loki for AI agents: label discovery, bounded LogQL queries, counts, exports

Solana wallet tracker & alerts: real-time activity webhooks, balances, tx history. Free.

begin-line mode shape, input discarded

Generate game sprite sheets and animations from an image, and clean up sprite backgrounds.

Code mode (preview): the AI writes a script against a typed foundry.* API and runs it in a sandbox.

Search AI-designed print-on-demand clothing, or have a new motif invented from one sentence.

Free to compete: testnet faucet funds everything. Hard support trials. Scored, ranked.

Mechanical write gates, evidence receipts, and adversarial review for AI coding agents.

Triage a workspace content item

Queue content for editorial review

MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes

Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

Unified observability gateway for AI agents — Prometheus, Loki & more, with anomaly detection.

Structured interviewer for Claude Code — probing questions, decision tracking, evolving checkpoints.

Selects between supported SEARCH providers for ECONOMY or CRITICAL mode.

Read-only Loki logs and PostgreSQL diagnostics for backend investigations in your AI client.

Read AFMR failure modes and discover scoped attestation and lift-evidence contracts.

Entur MCP — Norway public transport, nationwide, all modes (developer.entur.org)