# fillin

## Quick Start

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

# Browse available tools
npx -y @smithery/cli@latest tool list mandalazenwave/fillin

# Get full schema for a tool
npx -y @smithery/cli@latest tool get mandalazenwave/fillin fillin_query

# Call a tool
npx -y @smithery/cli@latest tool call mandalazenwave/fillin fillin_query '{}'
```

## Direct MCP Connection

Endpoint: `https://fillin--mandalazenwave.run.tools`

## Tools (3)

- `fillin_query` — Retrieve documents published after a training cutoff, ranked by similarity.
- `fillin_stats` — Get corpus stats from the configured Fillin host — total docs, date range,
- `fillin_health` — Lightweight liveness + freshness check for the configured Fillin host.

```bash
# Get full input/output schema for a tool
npx -y @smithery/cli@latest tool get mandalazenwave/fillin <tool-name>
```