Copilot. The SDK communicates with Copilot CLI over JSON-RPC and supports custom agents, MCPserver integrations, lifecycle hooks, and session management.
* **The {% data variables.copilot.github_copilot_app %}**: A desktop application
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OTel instrumentation of Pydantic AI and `httpx`
- If you have access to the Logfire MCPserver, you can use it to inspect agent runs, tool calls, and model requests
## Test
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Tools
Search the repository with `./tools/accio.cmd`, not with the `search_*` tools of an IDE MCPserver. It answers from the working tree of the current checkout, a lease included
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together
with the capability; non-tool system fragments stay capability-neutral.
- MCP prompt templates own the static outer, server, and tool framing;
`helpers/mcp_handler.py` supplies policy-filtered names, descriptions, and
schemas
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respond` command).
- `http_api/` - Axum REST + SSE server for Nuclear Jam remote control
- `mcp/` - MCPserver exposing player functions as tools to LLM clients
- `mpd/` - MPD-protocol TCP server
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user-facing behavior unless requested.
## Build and Development Commands
```bash
# Start documentation site dev server
pnpm run dev
# Run all unit tests
pnpm run test
# Run tests for a specific
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real browser — don't claim a UI change works without exercising it.
Two MCPservers are registered in `.mcp.json`:
- `playwright` — headless Chromium, default for devboxes (no display required)
- `playwright-headed
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agent. Part 2 covers developing FilmCraft as an agent.
# Part 1: driving FilmCraft
## 1. MCPserver
`filmcraft-cli mcp` serves MCP on stdio. It has two modes:
| Mode | Command | What
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Labs**: Practical exercises with complete solution code in multiple languages
- **Sample Projects**: Working MCPserver and client implementations
- **Translation System**: Automated GitHub Actions workflow for multi-language support
- **Image Assets
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emner
- **Hands-on labs**: Praktiske øvelser med komplet løsningskode i flere sprog
- **Eksempelprojekter**: Fungerende MCP-server og klient-implementeringer
- **Oversættelsessystem**: Automatiseret GitHub Actions-workflow til flersproget support
- **Billedressourcer**: Centraliseret billedmappe
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καταγραφής ως τεχνουργήματα.
- Αποτυγχάνει η εργασία σε οποιονδήποτε μηδενικό κωδικό εξόδου.
#### Αν στείλετε έναν serverMCP από αυτό το αποθετήριο
- [ ] Διαβάστε το τελικό αρχείο αλλαγών MCP
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Labs**: Practical exercises with complete solution code in multiple languages
- **Sample Projects**: Working MCPserver and client implementations
- **Translation System**: Automated GitHub Actions workflow for multi-language support
- **Image Assets
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