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Effective debugging is essential when developing MCP servers or integrating them with applications. This guide covers the debugging tools and approaches available in the MCP ecosystem.

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Debugging tools overview

MCP provides several tools for debugging at different levels:
  1. MCP Inspector: interactive, transport-agnostic testing UI. Connect to stdio or Streamable HTTP servers, invoke tools, prompts, and resources, and watch the notification stream. This should be your first stop.
  2. Server logging: structured logs to stderr (stdio transport) or via notifications/message (all transports).
  3. Client developer tools: most MCP clients expose logs and connection state. See Debugging in Claude Desktop below for one example, or consult your client’s documentation.

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Implementing logging

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Server-side logging

When building a server that uses the local stdio transport, all messages logged to stderr (standard error) will be captured by the host application automatically.
Local MCP servers should not log messages to stdout (standard out), as this will interfere with protocol operation.
For servers using the Streamable HTTP transport, stderr is not captured by the client. Use the log message notifications below, your own server-side log aggregation, or standard HTTP tooling (curl, browser DevTools Network panel) to inspect requests, Mcp-Session-Id headers, and SSE streams. For all transports, you can also provide logging to the client by sending a log message notification: 
@server.tool()
async def my_tool(ctx: Context) -> str:
    await ctx.session.send_log_message(
        level="info",
        data="Server started successfully",
    )
    return "done"
MCP defines eight RFC 5424 severity levels (debug through emergency). Clients can adjust the minimum level at runtime via the logging/setLevel request. Important events to log:
  • Initialization steps
  • Resource access
  • Tool execution
  • Error conditions
  • Performance metrics

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Common issues

The examples below use Claude Desktop’s claude_desktop_config.json; the same principles apply to any stdio-based MCP client.

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Working directory

When an MCP client launches a stdio server:
  • The working directory for servers launched via the client’s config may be undefined (like / on macOS) since the client could be started from anywhere
  • Always use absolute paths in your configuration and .env files to ensure reliable operation
  • For testing servers directly via command line, the working directory will be where you run the command
For example in claude_desktop_config.json, use: 
{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "/Users/username/data"
      ]
    }
  }
}
Instead of relative paths like ./data

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Environment variables

MCP servers launched over stdio inherit only a limited subset of environment variables automatically (the exact set is platform-dependent). To override the default variables or provide your own, you can specify an env key in claude_desktop_config.json: 
{
  "mcpServers": {
    "myserver": {
      "command": "mcp-server-myapp",
      "env": {
        "MYAPP_API_KEY": "some_key"
      }
    }
  }
}

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Server initialization

Common initialization problems:
  1. Path Issues
    • Incorrect server executable path
    • Missing required files
    • Permission problems
    • Try using an absolute path for command
  2. Configuration Errors
    • Invalid JSON syntax
    • Missing required fields
    • Type mismatches
  3. Environment Problems
    • Missing environment variables
    • Incorrect variable values
    • Permission restrictions

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Connection problems

When servers fail to connect:
  1. Check client logs
  2. Verify server process is running
  3. Test standalone with Inspector
  4. Verify protocol compatibility
  5. Check capability negotiation: error -32602 is the standard JSON-RPC “Invalid params” code and is returned in many contexts. One common cause is a server sending sampling or elicitation requests to a client that hasn’t declared that capability. Inspect the initialize exchange to verify both sides declared what you expect

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Debugging in Claude Desktop

Claude Desktop is one of many MCP clients. It is available on macOS and Windows.

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Checking server status

Click the “Add files, connectors, and more” plus icon in the chat input, then hover over the Connectors menu to see connected servers and available tools. Available MCP tools

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Viewing logs

Log files are written to:
  • macOS: ~/Library/Logs/Claude
  • Windows: %APPDATA%\Claude\logs
tail -n 20 -F ~/Library/Logs/Claude/mcp*.log
The logs capture:
  • Server connection events
  • Configuration issues
  • Runtime errors
  • Message exchanges

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Using Chrome DevTools

Access Chrome’s developer tools inside Claude Desktop to investigate client-side errors:
  1. Create a developer_settings.json file with allowDevTools set to true:
echo '{"allowDevTools": true}' > ~/Library/Application\ Support/Claude/developer_settings.json
  1. Open DevTools: Command-Option-I (macOS) or Ctrl+Alt+I (Windows)
Note: You’ll see two DevTools windows:
  • Main content window
  • App title bar window
Use the Console panel to inspect client-side errors. Use the Network panel to inspect:
  • Message payloads
  • Connection timing

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Debugging workflow

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Development cycle

  1. Initial Development
    • Use Inspector for basic testing
    • Implement core functionality
    • Add logging points
  2. Integration Testing
    • Test in your target MCP client
    • Monitor logs
    • Check error handling

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Testing changes

To test changes efficiently:
  • Configuration changes: Restart the MCP client
  • Server code changes: Restart the client (for Claude Desktop, fully quit and reopen; closing the window is not enough)
  • Quick iteration: Use Inspector during development

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Best practices

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Logging strategy

  1. Structured Logging
    • Use consistent formats
    • Include context
    • Add timestamps
    • Track request IDs
  2. Error Handling
    • Log stack traces
    • Include error context
    • Track error patterns
    • Monitor recovery
  3. Performance Tracking
    • Log operation timing
    • Monitor resource usage
    • Track message sizes
    • Measure latency

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Security considerations

When debugging:
  1. Sensitive Data
    • Sanitize logs
    • Protect credentials
    • Mask personal information
  2. Access Control
    • Verify permissions
    • Check authentication
    • Monitor access patterns
For a full treatment of MCP attack vectors and mitigations, see Security Best Practices.

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Getting help

When encountering issues:
  1. First Steps
    • Check server logs
    • Test with Inspector
    • Review configuration
    • Verify environment
  2. Support Channels
  3. Providing Information
    • Log excerpts
    • Configuration files
    • Steps to reproduce
    • Environment details

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Next steps

MCP Inspector

Learn to use the MCP Inspector

Build an MCP server

Walk through building a server from scratch

Connect local servers

Full claude_desktop_config.json reference and troubleshooting