# AgentSpot

> A curated, automatically refreshed directory where you can discover which AI agents, reusable skills, and agent tools are popular — ranked by real, transparent metrics. A hub, not a platform: browse and click out.

AgentSpot is a curated, automatically-refreshed directory of AI agents, reusable agent skills, and tools that agents can use. It is a hub, not a platform: every listing links out to the project's own repository and website. Popularity is ranked from public metrics (GitHub stars, and npm/PyPI downloads where available); no payment can affect inclusion or ranking.

## Categories
- Agents (15): Autonomous AI agents and the frameworks used to build them. — https://agentspot.dev/agents/
- Skills (10): Reusable skills and capability packs that extend what agents can do. — https://agentspot.dev/skills/
- Tools (17): Tools agents can call — MCP servers, APIs, and function libraries. — https://agentspot.dev/tools/

## Machine-readable data (CORS enabled, no key required)
- All listings: https://agentspot.dev/data/all.json
- Agents: https://agentspot.dev/data/agents.json
- Skills: https://agentspot.dev/data/skills.json
- Tools: https://agentspot.dev/data/tools.json
- Full text index: https://agentspot.dev/llms-full.txt
- New listings feed (RSS): https://agentspot.dev/feed.xml

## Methodology & policies
- How popularity is measured: https://agentspot.dev/methodology/
- Get listed (thresholds): at least 100 GitHub stars or 10000 downloads/30d — https://agentspot.dev/get-listed/
- No paid rankings policy: https://agentspot.dev/methodology/#no-paid-rankings
- Disclaimer (listings are not endorsements; using agents can cause real harm): https://agentspot.dev/disclaimer/

## Data license
The compiled dataset is published under CC-BY-4.0 (https://creativecommons.org/licenses/by/4.0/). Reuse freely with attribution to AgentSpot (https://agentspot.dev).