REPL MCP Server
A universal REPL session manager supporting Python, Node.js, Ruby, and more, with session management and LLM-assisted recovery.
repl-mcp
A simple MCP server for managing REPL sessions. Provides basic tools to create and execute commands in various REPLs and shells, with an integrated Web UI for browser-based session monitoring.
Motivation
Working with remote REPLs (like Rails console on production servers) often forces you to cram complex operations into single commands since losing connection means losing your session state. This tool enables persistent REPL sessions that survive individual command executions, allowing you to work naturally with interactive environments through AI agents. The integrated Web UI provides browser-based monitoring for session observation.
Features
Core Features
- Multiple REPL Support: Python, IPython, Node.js, Ruby (pry, irb), bash, zsh
- Session Management: Create, execute commands, and destroy REPL sessions
- Web UI Integration: Browser-based terminal monitoring for session observation
- Customizable Setup: Configure setup commands and environment variables
- Cross-Platform: Works on Windows, macOS, and Linux
Additional Features
- Timeout Recovery: LLM assistance when commands timeout
- Session Learning: Remembers prompt patterns within sessions
Browser-Based Session Monitoring
- Session URLs:
http://localhost:8023/session/SESSION_ID
- Monitor sessions in browser - Dynamic Ports: Auto-selects available ports starting from 8023
- Cross-Platform: Works on any device with modern browser
- Real-time: Live terminal output via WebSocket connection
Installation
VS Code
Click the button above or add to your .vscode/mcp.json
:
{
"servers": {
"repl-mcp": {
"command": "npx",
"args": ["-y", "repl-mcp@latest"]
}
}
}
Claude Code
claude mcp add repl-mcp -- npx -y repl-mcp@latest
Manual MCP Configuration
Add to your MCP settings file:
{
"mcpServers": {
"repl-mcp": {
"command": "npx",
"args": ["-y", "repl-mcp@latest"]
}
}
}
From Source
- Clone this repository
- Install dependencies:
npm install
- Build the project:
npm run build
- Add to your MCP settings:
{
"mcpServers": {
"repl-mcp": {
"command": "node",
"args": ["path/to/repl-mcp/build/index.js"]
}
}
}
Available Tools
create_session
Create a new REPL session with preset or custom configuration. Use displayName to set a custom name that appears in the browser tab title. Returns a webUrl that can be opened in a browser to monitor the session via Web UI.
Parameters:
presetConfig
(optional): Name of predefined configurationdisplayName
(optional): Custom display name for the session (shown in browser tab)customConfig
(optional): Custom configuration object
Example with preset:
{
"presetConfig": "pry",
"displayName": "My Ruby Session"
}
Example with custom configuration:
{
"displayName": "Custom Python Session",
"customConfig": {
"type": "python",
"shell": "bash",
"commands": ["python3"],
"timeout": 10000
}
}
Response:
{
"success": true,
"sessionId": "abc123",
"config": "Ruby Pry REPL",
"webUrl": "http://localhost:8023/session/abc123"
}
Response includes:
sessionId
: Unique session identifier (6-character format)webUrl
: Browser URL for session monitoringconfig
: Configuration name used
send_input_to_session
Send input to a REPL session.
Parameters:
sessionId
: The session IDinput
: Input text to send to the sessionoptions
(optional): Input options objectwait_for_prompt
(default: false): Wait for prompt to returntimeout
(default: 30000): Timeout in millisecondsadd_newline
(default: true): Add newline to input
Example:
{
"sessionId": "abc123",
"input": "puts 'Hello, World!'",
"options": {
"wait_for_prompt": true
}
}
list_repl_sessions
List all active REPL sessions. Each session includes a webUrl for browser access.
Response includes:
sessions
: Array of session objects with webUrl for each- Each session includes: id, name, type, status, webUrl, etc.
get_session_details
Get detailed information about a specific session. Includes webUrl for browser access.
Parameters:
sessionId
: The session ID
Response includes:
session
: Detailed session informationwebUrl
: Browser URL for session monitoring
destroy_repl_session
Destroy an existing REPL session.
Parameters:
sessionId
: The session ID
list_repl_configurations
List all available predefined REPL configurations.
send_signal_to_session
Send a signal (like Ctrl+C, Ctrl+Z) to interrupt or control a REPL session process.
Parameters:
sessionId
: The session IDsignal
: Signal to send (SIGINT
,SIGTSTP
,SIGQUIT
)
Example:
{
"sessionId": "abc123",
"signal": "SIGINT"
}
Note on Windows: On Windows, only SIGINT
is practically effective. It is sent as a Ctrl+C
event and can be used to interrupt running commands or terminate compatible processes like Node.js REPLs. SIGTSTP
and SIGQUIT
have no effect.
set_session_ready
Mark a session as ready with a specific prompt pattern. Used during session recovery.
Parameters:
sessionId
: The session IDpattern
: Prompt pattern (regex or literal string)
Example:
{
"sessionId": "abc123",
"pattern": "❯ "
}
wait_for_session
Wait additional time for a session to become ready.
Parameters:
sessionId
: The session IDseconds
: Number of seconds to wait
Example:
{
"sessionId": "abc123",
"seconds": 5
}
mark_session_failed
Mark a session as failed with a reason.
Parameters:
sessionId
: The session IDreason
: Reason for failure
Example:
{
"sessionId": "abc123",
"reason": "Process crashed"
}
Predefined Configurations
Note: Each REPL tool must be installed and available in your PATH.
REPL Configurations
- pry: Ruby Pry REPL with advanced debugging features
- irb: Ruby IRB REPL with standard functionality
- ipython: Enhanced Python REPL with rich features
- node: Node.js JavaScript REPL
- python: Standard Python REPL
Shell Configurations
- bash: Bash shell environment
- zsh: Zsh shell environment (with Oh My Zsh support)
Advanced Configurations
- rails_console: Rails console with bundle exec
- rails_console_production: Production Rails console
Session Recovery
When sessions timeout or become unresponsive, you can use recovery tools:
send_signal_to_session
- Send Ctrl+C, Ctrl+Z, or other signals to interrupt processesset_session_ready
- Mark session ready when you detect a working promptwait_for_session
- Wait longer for slow commands to completemark_session_failed
- Mark session as failed when recovery isn't possible
Prompt patterns learned during recovery are remembered for the session duration.
Usage Examples
Basic REPL Usage
Create a Python Session
{
"tool": "create_session",
"arguments": {
"presetConfig": "python",
"displayName": "My Python Session"
}
}
Response:
{
"success": true,
"sessionId": "xyz789",
"config": "Python REPL",
"webUrl": "http://localhost:8023/session/xyz789"
}
Execute Python Code
{
"tool": "send_input_to_session",
"arguments": {
"sessionId": "xyz789",
"input": "print('Hello from REPL!')",
"options": {
"wait_for_prompt": true
}
}
}
Web UI Session Monitoring
To monitor a session, create it using MCP tools and open the webUrl
from the response in a browser. This allows you to observe real-time terminal activity.
Example Workflow:
- Create session via MCP to get a
webUrl
. - Open URL in a browser (e.g.,
http://localhost:8023/session/xyz789
), manually or using automation tools like Playwright MCP. - Observe the live terminal.
Session Recovery Example
When a command times out or hangs, you can recover the session:
Interrupt with Ctrl+C:
{
"tool": "send_signal_to_session",
"arguments": {
"sessionId": "xyz789",
"signal": "SIGINT"
}
}
Mark session ready:
{
"tool": "set_session_ready",
"arguments": {
"sessionId": "xyz789",
"pattern": "❯ "
}
}
Session Management
Each session maintains:
- Unique session ID: 6-character format for easy identification and management
- Configuration details: REPL type, shell, setup commands, etc.
- Current status: initializing, ready, executing, error, terminated
- Command history: Record of executed commands
- Last output and errors: Most recent execution results
- Creation and activity timestamps: Session lifecycle tracking
- Learned prompt patterns: Custom patterns discovered through LLM assistance
- Web UI access: Browser URL for session monitoring
Session Lifecycle
- Initialization: Session created with specified configuration
- Ready: Session prepared for command execution
- Executing: Command being processed
- Learning: LLM assistance for prompt detection (when needed)
- Optimized: Learned patterns enable fast execution
Error Handling
The server provides comprehensive error handling with intelligent recovery:
Traditional Error Handling
- Session creation failures: Clear error messages with diagnostic information
- Command execution timeouts: Graceful timeout handling with retry options
- REPL crashes and recovery: Automatic detection and session state management
- Invalid command detection: Input validation and error reporting
LLM-Enhanced Recovery
- Prompt detection failures: Automatic LLM consultation for unknown prompts
- Adaptive timeout handling: Smart waiting based on command complexity
- Custom environment support: Dynamic learning for non-standard shells
- Contextual error analysis: Rich error information for troubleshooting
Error Response Format
Standard Error:
{
"success": false,
"error": "Session not found",
"executionTime": 0
}
LLM-Assisted Error:
{
"success": false,
"error": "Timeout - LLM guidance needed",
"question": "Session timed out. What should I do?",
"questionType": "timeout_analysis",
"canContinue": true,
"context": { "sessionId": "...", "rawOutput": "..." }
}
Development
Building
npm run build
Development Mode
npm run dev
This will start TypeScript in watch mode for development.
Platform-Specific Notes
Windows
- Uses
cmd
orpowershell
as default shell - Some REPL features may behave differently
- Signal Handling: Only
SIGINT
is effectively supported. It is translated to aCtrl+C
event, which can stop most command-line tools and exit REPLs like Node.js.SIGTSTP
(Ctrl+Z
) andSIGQUIT
(Ctrl+\
) are not supported by the Windows console and will have no effect.
macOS/Linux
- Uses
bash
orzsh
as default shell - Full feature support
Troubleshooting
Common Issues
- Session creation fails: Check that the required REPL command is installed and accessible
- Commands timeout consistently: Increase timeout value or check REPL responsiveness
- REPL not found: Ensure the REPL executable is in your PATH
Web UI Issues
- Port conflicts: The server automatically finds available ports starting from 8023
- Browser terminal not responsive: Check that JavaScript is enabled and try refreshing
- Session URL not working: Verify the session is still active and the port is correct
- Terminal size issues: The terminal uses 132x43 size for better application compatibility
Session Recovery Issues
- Session hangs: Use
send_signal_to_session
withSIGINT
to interrupt stuck processes - Pattern not working: Use
set_session_ready
with the correct prompt pattern - Commands timeout: Try
wait_for_session
for slow commands orsend_signal_to_session
to interrupt
Best Practices
For Complex Shells
- Custom prompts: Use
set_session_ready
to specify your prompt pattern - Nested environments: Use
wait_for_session
for environments that need time to settle - Stuck processes: Use
send_signal_to_session
to interrupt long-running commands
Performance Tips
- Session learning: Patterns learned during LLM assistance improve subsequent commands
- Multiple sessions: Each session learns independently
Debug Information
Enable detailed debugging by checking the debugLogs
field in responses:
{
"success": true,
"output": "...",
"debugLogs": [
"2025-06-22T15:31:15.504Z: [DEBUG session_xxx] Prompt detected: true",
"2025-06-22T15:31:15.505Z: [DEBUG session_xxx] Learned new prompt pattern: '∙'"
]
}
Contributing
Contributions are welcome! The LLM-assisted features make it easy to add support for new shell environments and REPL types. When contributing:
- Test with different shells: Ensure compatibility across bash, zsh, and other environments
- Consider prompt variations: Test with custom prompts and themes
- Update configurations: Add new predefined configs for common setups
- Document LLM patterns: Share successful prompt patterns for others
License
MIT License
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