Tools for Agents is an orchestration and decision layer for AI agents. Its APIs recommend primary and fallback tools, estimate execution cost and latency, run dry-run probes, and execute workflows through MCP and REST for agent developers.
In the API design, testing & docs space, Tools for Agents takes a focused approach. Choosing, planning, and executing reliable agent tools without manually coordinating disconnected APIs. It is built as a B2B product for AI agent developers and teams building agent workflows. A free plan is available. Tools for Agents is available on the web and API.
Tools for Agents first shipped in 2026. Development happens publicly on GitHub with 1 commit in the last 90 days. Among its 11 catalogued features are tool discovery, smart routing, and fallback chains. It exposes integrations via an MCP server and a public API.
Summary written by a language model from the project’s public pages.
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