Talking to the user
Progress, card, and Drive tools live on the `voice_agent` MCPserver.
- **Report findings, not activity.** Call `update_user` with one short spoken sentence when
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PostgreSQL, Redis, and S3 storage.
## Quick Commands
```bash
uv run task api # Start API server (http://127.0.0.1:8000)
uv run task worker # Start background worker
uv run task test
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copilot)'] # First available model is used
```
## Tools
Sources: built-in aliases, specific tools, MCPservers (` /*`), extension tools.
**Special**: `[]` = no tools, omit = defaults. Body reference: `#tool: `
### Tool Aliases
| Alias | Purpose |
|-------|---------|
| `execute
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Code's chat API
- User denials send appropriate messages back to Claude
### MCPServer Registry
**Location:** `common/claudeMcpServerRegistry.ts`
The MCPserver registry allows contributing MCP (Model Context Protocol) server configurations
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AGENTS.md
## Project Overview
This is the **AWS DynamoDB MCPServer** - an official AWS Labs Model Context Protocol (MCP) server that provides DynamoDB expert design guidance and data modeling assistance
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docs.anarlog.so`.
- Write for Anarlog users, developers, and agents using the CLI or MCPserver.
- Configuration lives in `docs.json`; content pages are MDX.
- The public agent skill is served from `skill.md
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hold each protocol; a chat's agent reaches OpenPencil's MCPserver through `linkChatAgent` in `src/app/integrations/mcp/link.ts`. ACP process changes require checking `desktop/capabilities/**`.
- Provider definitions are in `packages/core/src/ai/providers.ts`, exported from `@open
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server runners. Playwright owns Vite; the Vite automation plugin owns MCP startup and cleanup; browser fixtures own interactions, not server processes.
- Test scripts select their server; direct Playwright commands start
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symlink at `docs/.mintlify/skills/ ` pointing to `../../../plugins/ /skills/ ` so Mintlify's `.well-known/agent-skills/` and MCPserver auto-scan exposes it.
## Useful Commands
```bash
# Dev servers
npm run serve:docs # Local
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agents/local/`, which git ignores (see
[local notes](ai-agents/README.md#local-notes)). MCPserver registrations that carry credentials (`.mcp.json`) are never
committed.
## Project
POCO (Portable Components
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fine-tuning + agent training in `praisonai-train/`, browser automation in `praisonai-browser/`, MCPserver host in `praisonai-mcp/`, sandbox backends in `praisonai-sandbox/`, deployment in `praisonai-deploy/`, integrations/serve/dashboard
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connected to this repository and available to coding agents through the [Polylane MCPserver](https://mcp.polylane.com/mcp).
- When a question involves production behaviour (an error, a spike, a deploy
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parser; the reviewer writes with its own file tools, so there is deliberately no MCPserver. That package therefore owns `AppendAnswer` (the daemon's answer handler) and NO question writer
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exec nx test`) - avoids using globally installed CLI
- You have access to the Nx MCPserver and its tools, use them to help the user
- For Nx plugin best practices
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