Wildcard AI / agents.json

Open spec and platform that lets AI agents discover and call API workflows through an agents.json file.

5.0 (6)

مراجعة بواسطة Daniel Nikulshyn·تم التحديث مايو 2026

Open Source AI Agents Specification Workflow Automation API Developer Tools Integration

نظرة عامة

Wildcard AI maintains agents.json, an open-source specification that describes how AI agents can find and invoke API endpoints and multi-step workflows. Instead of hardcoding tool calls or relying on brittle prompt engineering, developers publish an agents.json file alongside their API so any compatible agent can understand what actions are available and how to chain them. The accompanying platform helps teams author, host, and test these specs, and provides runtime tooling for agents to parse agents.json and execute the described workflows against real APIs. It aims to do for AI agents what OpenAPI did for traditional API clients, making integrations more declarative and reusable. It is well suited to developers building agentic applications, API providers who want their services to be agent-ready, and teams looking for a standard alternative to per-model function calling formats.

الميزات الرئيسية

agents.json specification for describing API actions
Workflow definitions for chaining multiple endpoints
Runtime libraries for agent-side discovery and execution
Hosting and authoring tools for agents.json files
Compatibility with existing REST APIs and auth schemes
Open-source community and reference implementations

حالات الاستخدام

Expose a SaaS API to AI Agents

Publish an agents.json file alongside an existing REST API so any compatible AI agent can discover available actions and call them without custom integration code.

Define Multi-Step API Workflows

Describe chained endpoint calls as reusable workflows in agents.json, letting agents execute complex sequences reliably instead of inferring steps through prompts.

Replace Brittle Prompt-Based Tool Use

Use the runtime libraries to give agents declarative, structured tool definitions, reducing failures caused by hardcoded tool calls or prompt engineering drift.

Author and Host Agent Specs

Teams can use the platform's authoring and hosting tools to create, test, and serve agents.json files, similar to how OpenAPI specs are managed for traditional clients.

المزايا والعيوب

المزايا

Open-source and vendor-neutral specification
Reduces reliance on fragile prompt-based tool use
Supports multi-step API workflows, not just single calls
Familiar pattern for teams already using OpenAPI

العيوب

Standard is still emerging and not widely adopted
Requires API providers to author and maintain a spec
Smaller ecosystem than proprietary function-calling tools

المراجعات

5.0

المتوسط من 6 تقييم.

سجّل الدخول لكتابة مراجعة.

Aaliyah Johnson

Use it every day

Honestly didn't expect to like it this much. Runtime libraries for agent-side discovery and execution is exactly what I needed, and supports multi-step API workflows, not just single calls. but I reach for it almost every day now and it just clicks.

Jamal Carter

Years in this space

I've evaluated a lot of these over the years. What stands out here is runtime libraries for agent-side discovery and execution — handled better than most — and familiar pattern for teams already using OpenAPI. Worth the time if this is your use case.

Carlos Mendoza

Does the job

Pretty happy overall. Agents.json specification for describing API actions just works and reduces reliance on fragile prompt-based tool use. but no dealbreakers — I'd recommend it to a friend without hesitating.

Hiroshi Tanaka

Years in this space

I've evaluated a lot of these over the years. What stands out here is hosting and authoring tools for agents.json files — handled better than most — and reduces reliance on fragile prompt-based tool use. Worth the time if this is your use case.

Leila Hassan

Years in this space

Ahmed Saleh

Does the job

Pretty happy overall. Agents.json specification for describing API actions just works and supports multi-step API workflows, not just single calls. Standard is still emerging and not widely adopted can be annoying, but no dealbreakers — I'd recommend it to a friend without hesitating.

أسئلة وأجوبة

How is agents.json different from OpenAPI or standard function-calling?

agents.json is an open spec specifically for AI agents, describing not just individual endpoints but multi-step workflows that chain calls together. It follows a familiar declarative pattern like OpenAPI, but targets agent-side discovery and execution rather than traditional API clients.

What do I need to do as an API provider to support Wildcard AI?

You author and host an agents.json file alongside your existing REST API, describing available actions and workflows. Wildcard provides authoring, hosting, and testing tools, and the spec is compatible with existing REST endpoints and auth schemes, so you don't need to rebuild your API.

Is agents.json production-ready and widely supported?

The specification is open-source and vendor-neutral with reference implementations, but it's still emerging and has a smaller ecosystem than proprietary function-calling tools. It's best suited to developers comfortable adopting early standards for agentic applications.