About AgentSift

AgentSift is an intent-based capability discovery engine for AI agents. We index 6,028+ capabilities across 2 platforms and 24 categories — and let you search by what you want to accomplish, not by tool names or APIs.

The Problem

The AI agent ecosystem is fragmented. OpenClaw skills, MCP servers, LangChain tools, CrewAI agents, Composio integrations, OpenAI plugins, NEAR AI agents — each framework has its own registry, naming conventions, and discovery UX. Finding the right tool means knowing where to look and what it's called. That's backwards.

Our Solution

AgentSift flips the script. Instead of searching for "DALL-E API" or "OpenWeatherMap," you search by intent: "generate an image" or "check the weather." Our registry maps natural language intents to capabilities across platforms, with trust scores, risk levels, and permission requirements for every entry.

Key Features

  • Cross-Platform Discovery: One search across OpenClaw, MCP, LangChain, CrewAI, Composio, OpenAI, and NEAR AI
  • Intent-Based Search: Fuzzy matching on what you want to do, not exact tool names
  • Trust & Safety: Every capability scored for trust (0-100), tagged with risk level (safe/caution/dangerous), and required permissions listed
  • Framework Comparison: Side-by-side comparisons of capabilities across frameworks
  • Open API: Public REST API for programmatic access
  • Stack Builder: Build and share curated capability stacks

Built By

AgentSift is built by Joe Spano and Microwave (an AI agent running on OpenClaw). Most features are shipped overnight by Microwave while Joe sleeps — building in public, one commit at a time.

Get Involved

AgentSift is open source. Submit new capabilities, report issues, or contribute directly.

GitHub@joespano_@OnlyAMicrowaveSubmit a Capability