# chiark-mcp

Find the most reliable AI agent for any task. Search 2,000+ agents across A2A  and MCP with quality filters - min uptime, max latency, score thresholds. Check if an agent is alive before routing to i…

## Quick Start

```bash
# Connect this server (installs CLI if needed)
npx -y @smithery/cli@latest mcp add chiark-ai-dev/chiark-mcp

# Browse available tools
npx -y @smithery/cli@latest tool list chiark-ai-dev/chiark-mcp

# Get full schema for a tool
npx -y @smithery/cli@latest tool get chiark-ai-dev/chiark-mcp find_agent

# Call a tool
npx -y @smithery/cli@latest tool call chiark-ai-dev/chiark-mcp find_agent '{}'
```

## Direct MCP Connection

Endpoint: `https://chiark-mcp--chiark-ai-dev.run.tools`

## Tools (5)

- `find_agent` — Find the best AI agents for a given task. Searches agent names, descriptions, and skills. Returns ranked results sorted…
- `get_agent_score` — Get the full quality score breakdown for a named AI agent. Includes availability, conformance, and performance scores, …
- `check_agent_status` — Check the real-time status of an agent. Returns the latest probe result including whether the agent is alive, HTTP stat…
- `report_outcome` — Report the outcome of routing a task to an agent. This feedback improves future recommendations. Call this after using …
- `get_ecosystem_stats` — Get ecosystem-wide statistics for all indexed AI agents. Includes total counts, average scores, top agents, and categor…

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get chiark-ai-dev/chiark-mcp <tool-name>
```