The real catalog of tools for AI agents

Refusal-dialect probe: signed cards naming what a server's 429 means and whether its meter lies.

Measured sandbox verdicts: 7-axis probe, signed pinned receipt. Cached $0.25, fresh $2.50.

Operating judgement for businesses under $50M revenue. Free top layer; nodes and bundles over x402.

Verified, version-pinned answers about fast-moving frameworks for coding agents.

Official Duck Framework MCP server for AI-assisted development and project scaffolding.

90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.

Unofficial MCP server for the Ionic Framework documentation, components and blog.

Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.

FastAPI-native Model Context Protocol framework and stdio runner.

Decide whether AI may be used for a legal task, who drafts and who checks. Australian law.

Unofficial MCP server for the FinOps Framework: phases, domains, capabilities, maturity, KPIs.

ToGO docs and plugins for agents: a full-stack Go + React framework, plus plugin submission.

AI business strategy frameworks for coding agents. 19 frameworks + pitch decks from one idea.

A signed-in firm's own AI policies, know-how and adopted precedents. Needs a firm account (OAuth).

Australian AI governance framework mapped to the Privacy Act and sector laws your AI use triggers.

Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.

Persistent memory tools for Claude Desktop. Search your vault or Obsidian notes mid-conversation.

Fill 3C / SWOT / MECE / OKR into your local file. Local-first, zero-trust strategy cockpit.

Polyglot MCP test generation with 8-section contract enforcement across Python, TS, Java, Go, C++.

An open-source MCP server that provides LLM access to the Sauce Labs API