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agents.ml

agents.mlFrameworks & runtimes

PulseGate's liveness check found it on 13 Sep 2026; it has been in the index since 26 Jun 2026. How this is checked

agents.ml is a platform that gives AI agents a public profile page and a machine-callable API endpoint. It enables developers to register, describe, and expose their agents for discovery and integration across platforms. The service supports REST, MCP, and A2A protocols, with structured outputs for both humans and machines.

Inferred · not functionally tested

FreeWebAPICloud-managed
agents.ml preview
Visit agents.ml

Overview

6 features

Purpose: Making AI agents discoverable and interoperable by providing a unified profile and API endpoint for each agent.

Inferred · not functionally tested

Audience: AI agent developers

Inferred · not functionally tested

Functions: agents, data_extraction

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: unknown · Self-hosting: unknown

Recorded constraints: pricing: free · license: Proprietary · platforms: API, WEB · deployment: browser, api_only, cloud_managed

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: agents.ml. These links do not verify the individual claims.

agents.ml sits in PulseGate's Frameworks & runtimes category. Inferred · not functionally tested: It focuses on making AI agents discoverable and interoperable by providing a unified profile and API endpoint for each agent. Inferred · not functionally tested: agents.ml is a B2B product aimed at AI agent developers. Basis unknown · not verified: agents.ml costs nothing to use. Basis unknown · not verified: It runs on the web and API.

agents.ml first shipped in 2024. Inferred · not functionally tested: Key capabilities include agent profile pages, REST API, and MCP support. Inferred · not functionally tested: Catalogued interfaces include a public API and an MCP server.

Summary written by a language model from the project’s public pages.

Tasks: Inferred · not functionally tested

  • Agent profile pages
  • REST API
  • MCP support
  • JSON/Markdown output
  • No account required
  • A2A endpoints

Topics: Inferred · not functionally tested

Tags
agent-directorya2a-endpointsprofile-api
AI capabilities
Structured
Inference: Cloud API

JSON profile · Text profile · Access guide

Built with & integrations

Hosting
Cloudflare
AI providers
multiple
Connectors
APIMCP
Runs on
BrowserAPI-onlyCloud-managed
Detected from
multiple
bLangChain in the HTML
Cloudflare
cf-ray header

Trust & compliance

Public signals
HTTPSFree tier

Indexing history

What PulseGate has recorded for this listing

Nothing recorded for this listing in this window.

Frequently asked questions about agents.ml

What is agents.ml?
Inferred · not functionally tested: Agents.ml focuses on making AI agents discoverable and interoperable by providing a unified profile and API endpoint for each agent. It is catalogued under Frameworks & runtimes on PulseGate.
Who should use agents.ml?
Inferred · not functionally tested: agents.ml is a B2B product built for AI agent developers.
Is agents.ml free?
Basis unknown · not verified: Yes — agents.ml is free to use.
What platforms does agents.ml run on?
Basis unknown · not verified: agents.ml runs on the web and API.
Is agents.ml still active?
PulseGate's liveness check found it on 13 Sep 2026.
What are alternatives to agents.ml?
Similar projects tracked by PulseGate include AgentMeet, AI Agent, and HeyAgent.AgentMeetAI AgentHeyAgent
How long has agents.ml been around?
agents.ml first shipped in 2024.
Does agents.ml have an API or integrations?
Inferred · not functionally tested: Yes — agents.ml exposes a public API and an MCP server.

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