# AgentSpot

> A curated, automatically refreshed directory where you can discover which AI agents, reusable skills, and agent tools are popular — ranked by transparent public metrics.

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 (27): Autonomous AI agents and the frameworks used to build them. — https://agentspot.dev/agents/
- Skills (15): Reusable skills and capability packs that extend what agents can do. — https://agentspot.dev/skills/
- Tools (21): Tools agents can call — MCP servers, APIs, and function libraries. — https://agentspot.dev/tools/
- Coding (10): Coding agents and harnesses — terminal and IDE agents that read, edit, and ship code. — https://agentspot.dev/coding/
- Learn (8): Books, courses, and tutorials for learning to build with AI agents. — https://agentspot.dev/learn/

## Machine-readable data (CORS enabled, no key required)
These are static files, not a query service: there are no query parameters.
Fetch the compact index, filter it locally, then fetch the one listing you want.
- Compact index — every listing, search fields only: https://agentspot.dev/data/index.json
- A single listing: https://agentspot.dev/data/listings/{id}.json — the id verbatim, e.g. https://agentspot.dev/data/listings/agent/openclaw.json
- All listings, every field: 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
- Coding: https://agentspot.dev/data/coding.json
- Learn: https://agentspot.dev/data/learn.json
- JSON Schema for all of the above: https://agentspot.dev/data/schema.json
- OpenAPI 3.1 description: https://agentspot.dev/data/openapi.json
- Discovery document: https://agentspot.dev/.well-known/agent.json
- Full text index: https://agentspot.dev/llms-full.txt
- New listings feed (RSS): https://agentspot.dev/feed.xml
- API documentation: https://agentspot.dev/api/

## Methodology & policies
- How popularity is measured: https://agentspot.dev/methodology/
- Get listed (thresholds): at least 100 GitHub stars or 2500 downloads in the last 7 days — 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/

## Contact
Use these structured channels rather than email — they are tracked and carry
the fields needed to act on a request.
- Report, correct, or remove a listing: https://agentspot.dev/takedown/
- Get a project listed: https://agentspot.dev/get-listed/
- Everything else: https://agentspot.dev/contact/

## 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).