A minimal Python framework for building stateful REPL applications with ASCII display
Project description
ReplKit2
Flask-style framework for building stateful REPL applications with rich display, MCP integration, and multi-mode deployment.
✨ Features
- 🚀 Multi-mode: REPL, CLI, MCP server, API integration from one codebase
- 🎨 Rich display: Tables, trees, boxes, charts, markdown
- 🔌 MCP ready: Tools, resources, prompts for Claude/LLMs
- ⚡ CLI support: Traditional command-line interface via Typer
- 🌐 API integration: Programmatic access for FastAPI, Flask, etc.
- 🎯 Type safe: Full type hints, MCP-compatible validation
📦 Installation
# With uv (recommended)
uv add replkit2 # Core library only
uv add "replkit2[all]" # MCP + CLI support
uv add "replkit2[mcp,cli]" # Same as above
uv add "replkit2[examples]" # For running examples
# Or with pip
pip install replkit2
pip install replkit2[all] # MCP + CLI support
pip install replkit2[mcp,cli] # Same as above
pip install replkit2[examples] # For running examples
🚀 Quick Start
from dataclasses import dataclass, field
from replkit2 import App
@dataclass
class State:
tasks: list = field(default_factory=list)
next_id: int = 1
app = App("todo", State)
@app.command(display="table", headers=["ID", "Task", "Done"])
def list_tasks(state):
"""List all tasks."""
return [{"ID": t["id"], "Task": t["text"], "Done": "✓" if t["done"] else ""}
for t in state.tasks]
@app.command()
def add(state, text: str):
"""Add a task."""
task = {"id": state.next_id, "text": text, "done": False}
state.tasks.append(task)
state.next_id += 1
return f"Added: {text}"
@app.command()
def done(state, id: int):
"""Mark task as done."""
for task in state.tasks:
if task["id"] == id:
task["done"] = True
return f"Completed task {id}"
return f"Task {id} not found"
if __name__ == "__main__":
import sys
if "--mcp" in sys.argv:
app.mcp.run() # MCP server for Claude/LLMs
elif "--cli" in sys.argv:
app.cli() # Traditional CLI
else:
app.run(title="Todo Manager") # Interactive REPL
Run it:
python todo.py # Interactive REPL
python todo.py --cli add "Buy milk" # CLI mode
python todo.py --cli list_tasks # CLI mode
python todo.py --mcp # MCP server
🎨 Display Types
@app.command(display="table", headers=["Name", "Status"])
def show_table(state):
return [{"Name": "Item 1", "Status": "Active"}]
@app.command(display="box", title="Info")
def show_box(state):
return "This is in a box!"
@app.command(display="tree")
def show_tree(state):
return {"root": {"child1": "leaf", "child2": ["item1", "item2"]}}
@app.command(display="progress", show_percentage=True)
def show_progress(state):
return {"value": 7, "total": 10}
@app.command(display="markdown")
def show_markdown(state):
return {
"elements": [
{"type": "heading", "content": "Status Report"},
{"type": "alert", "content": "System is operational", "level": "success"},
{"type": "table", "headers": ["Task", "Status"],
"rows": [{"Task": "Backup", "Status": "Complete"}]},
]
}
🔌 MCP Integration
# Tool (callable action)
@app.command(fastmcp={"type": "tool"})
def process(state, text: str, count: int = 1):
return f"Processed '{text}' {count} times"
# Resource (readable data at app://get_task/123)
@app.command(fastmcp={"type": "resource"})
def get_task(state, id: int):
return {"id": id, "data": state.tasks.get(id)}
# Prompt template
@app.command(fastmcp={"type": "prompt"})
def brainstorm(state, topic: str = ""):
context = "\n".join(t["text"] for t in state.tasks[:5])
return f"Based on these tasks:\n{context}\n\nBrainstorm about: {topic}"
Configure Claude Desktop (~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": {
"todo": {
"command": "python",
"args": ["/path/to/todo.py", "--mcp"]
}
}
}
⚡ CLI Support
@app.command(
typer={"name": "ls", "help": "List tasks with filters"}
)
def list_tasks(state, done: bool = False, limit: int = 10):
tasks = [t for t in state.tasks if not done or t.get("done")]
return tasks[:limit]
# Usage:
# python todo.py --cli ls --done --limit 5
# python todo.py --cli add "New task"
# python todo.py --cli done 1
🌐 Multi-Mode Deployment
Write once, deploy everywhere - REPL, CLI, MCP server, or programmatic API:
if __name__ == "__main__":
import sys
if "--mcp" in sys.argv:
app.mcp.run() # MCP server for Claude/LLMs
elif "--cli" in sys.argv:
app.cli() # Traditional CLI
else:
app.run(title="My App") # Interactive REPL
Integration properties: app.mcp (MCP server), app.cli (CLI), app.state (direct access), app.execute() (programmatic)
See docs/integrations.md for complete integration patterns and web framework examples.
🎭 Context-Aware Commands
Commands can detect execution mode (REPL, MCP, CLI, programmatic) and adapt behavior accordingly:
from replkit2.types import ExecutionContext
@app.command(display="table", fastmcp={"type": "tool"})
def preview(state, file: str, limit: int = None, _ctx: ExecutionContext = None):
"""Preview with smart defaults based on execution mode."""
if limit is None:
limit = 5 if _ctx and _ctx.is_repl() else None # Compact for REPL, full for MCP/CLI
return load_file(state, file)[:limit] if limit else load_file(state, file)
When to use: Commands with large datasets or different output needs per mode. Key features: Opt-in, auto-injected, backward compatible, user override.
See docs/integrations.md for complete guide.
🎯 Type Safety
# ✅ Good - MCP compatible
def cmd(state,
required: str, # Required param
optional: str = None, # Optional with None
items: List[str] = None, # Typed list
config: Dict[str, int] = None, # Typed dict
):
pass
# ❌ Bad - causes "unknown" in MCP
def cmd(state,
untyped, # Missing annotation
opt: Optional[str] = None, # Don't use Optional
either: Union[str, int] = "", # Don't use Union
):
pass
📁 Examples
todo.py- Full task manager with persistencenotes.py- Note-taking with MCP integrationdataset.py- Context-aware commandsmonitor.py- System monitoring dashboardtasks.py- CLI with JSON statetodo_api.py- FastAPI integration
Run examples:
cd examples
python todo.py # REPL mode
python dataset.py # Context-aware demo
python notes.py --mcp # MCP server
python tasks.py --cli --help # CLI help
📚 Documentation
- CHANGELOG.md - Version history
- ROADMAP.md - Future plans
- docs/integrations.md - Multi-mode deployment guide
- src/replkit2/llms.txt - LLM quick reference
🛠️ Development
# Clone and install
git clone https://github.com/angelsen/replkit2
cd replkit2
uv sync --group dev
# Type check
uv run basedpyright src/replkit2
# Format & lint
uv run ruff format src/
uv run ruff check src/
📄 License
MIT - see LICENSE for details.
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