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OPAM MCP Server - OCaml Package Manager Integration

Overview

Create an MCP server that provides comprehensive integration with OPAM (OCaml Package Manager), enabling AI assistants to manage OCaml/ReasonML/Melange dependencies, analyze package information, and assist with OPAM-based development workflows.

Use Cases

Primary Use Cases

  1. Dependency Management: Install, update, and remove OPAM packages with version resolution
  2. Package Discovery: Search and explore OPAM packages with metadata analysis
  3. Environment Management: Switch between OPAM switches and manage compiler versions
  4. Dependency Analysis: Analyze project dependencies, conflicts, and upgrade paths
  5. Build Integration: Support for dune + OPAM workflows in modern OCaml projects

Specific Scenarios

  • Melange + Relude Projects: Managing complex dependency chains for ReasonML → JS compilation
  • Multi-Platform Development: Managing dependencies for native, web, and mobile targets
  • CI/CD Integration: Validating dependencies and lock files in automated pipelines
  • Package Authoring: Analyzing reverse dependencies and package impact

Ideal API Structure

Tools (MCP Functions)

Package Management

// Install packages with version constraints
install_packages(packages: string[], switch?: string, dry_run?: boolean): Promise<InstallResult>

// Update packages or entire switch
update_packages(packages?: string[], switch?: string): Promise<UpdateResult>

// Remove packages with dependency cleanup
remove_packages(packages: string[], switch?: string): Promise<RemoveResult>

// Pin packages to specific versions or development repos
pin_package(package: string, version_or_url: string): Promise<PinResult>

Package Discovery & Information

// Search packages with filters
search_packages(query: string, tags?: string[], sort?: 'name'|'popularity'|'date'): Promise<PackageSearchResult[]>

// Get detailed package information
get_package_info(package: string, version?: string): Promise<PackageInfo>

// List available packages with filters
list_packages(installed_only?: boolean, switch?: string): Promise<PackageList>

// Show package dependencies and reverse dependencies
analyze_dependencies(package: string, recursive?: boolean): Promise<DependencyAnalysis>

Switch & Environment Management

// List all OPAM switches
list_switches(): Promise<Switch[]>

// Create new switch with specific compiler
create_switch(name: string, compiler?: string, packages?: string[]): Promise<SwitchResult>

// Switch to different OPAM environment
switch_to(switch_name: string): Promise<SwitchResult>

// Remove unused switches
remove_switch(switch_name: string): Promise<SwitchResult>

Project Analysis

// Analyze current project's OPAM dependencies
analyze_project(path?: string): Promise<ProjectAnalysis>

// Generate or update .opam files
generate_opam_file(path: string, template?: 'library'|'executable'|'mixed'): Promise<OpamFileResult>

// Lock dependencies for reproducible builds
lock_dependencies(path?: string): Promise<LockResult>

// Validate project configuration
validate_project(path?: string): Promise<ValidationResult>

Resources (MCP Data Sources)

Package Information

// Current switch information
opam://switch/current -> SwitchInfo

// Package database snapshot
opam://packages/installed -> InstalledPackage[]
opam://packages/available -> AvailablePackage[]

// Project dependency tree
opam://project/dependencies -> DependencyTree

// Lock file contents
opam://project/lockfile -> LockFileContents

Prompts (MCP Templates)

// Help with common OPAM workflows
"setup-melange-project" -> Guide for setting up Melange + Relude project
"resolve-dependency-conflict" -> Steps to resolve OPAM dependency conflicts  
"upgrade-project-dependencies" -> Safe upgrade path for project dependencies
"create-opam-package" -> Template for creating new OPAM package

Implementation Details

Core Technologies

  • Language: TypeScript (for consistency with MCP ecosystem)
  • OPAM Integration: Shell commands via opam CLI with JSON output parsing
  • File System: Read .opam files, dune-project files, lock files
  • Process Management: Spawn OPAM processes with proper error handling

Required OPAM Commands to Support

opam list --json                    # Package listing
opam show --json <package>          # Package details
opam search --json <query>          # Package search
opam install --json <packages>      # Installation
opam switch list --json             # Switch management  
opam switch create <name> <compiler> # Switch creation
opam lock --json                    # Dependency locking
opam pin --json <package> <source>  # Package pinning

Configuration Options

interface OpamMcpConfig {
  // Default OPAM switch to use
  default_switch?: string;
  
  // Project root for relative operations
  project_root?: string;
  
  // Whether to use OPAM's JSON output (requires opam 2.1+)
  use_json_output?: boolean;
  
  // Custom OPAM repository URLs
  custom_repositories?: { name: string; url: string }[];
  
  // Whether to automatically create switches for projects
  auto_create_switches?: boolean;
}

Error Handling Requirements

  • Network Issues: Graceful handling of repository update failures
  • Permission Issues: Clear messages for OPAM root permission problems
  • Version Conflicts: Detailed conflict resolution suggestions
  • Missing Dependencies: System dependency installation guidance
  • Switch Isolation: Proper error context for switch-specific operations

Example Usage Scenarios

Melange Project Setup

// AI assistant helping set up new Melange project
const result = await tools.create_switch("melange-project", "5.1.0");
await tools.install_packages(["melange", "relude", "dune"], "melange-project");
await tools.switch_to("melange-project");
await tools.generate_opam_file("./", "mixed");

Dependency Conflict Resolution

// AI helping resolve dependency conflicts
const conflicts = await tools.analyze_dependencies("reason-react");
const available = await tools.search_packages("react", ["reason", "melange"]);
const resolution = await tools.install_packages(["reason-react@0.11.0"], undefined, true);

CI/CD Validation

// Validating project in CI pipeline
const validation = await tools.validate_project("./");
const locks = await tools.lock_dependencies("./");
// Ensure reproducible builds

Testing Requirements

Unit Tests

  • OPAM command parsing and JSON output handling
  • Error condition handling (network failures, conflicts, etc.)
  • Switch isolation and environment management
  • File system operations (.opam, dune-project parsing)

Integration Tests

  • Real OPAM operations against test repositories
  • Multi-switch scenarios and compiler versions
  • Complex dependency resolution scenarios
  • Melange-specific package workflows

Mock Test Data

  • Sample .opam files for different project types
  • Mock OPAM JSON output for various commands
  • Dependency conflict scenarios
  • Different OPAM repository configurations

Documentation Requirements

User Documentation

  • Setup guide for different operating systems
  • Common workflows and examples
  • Integration with popular OCaml/ReasonML IDEs
  • Troubleshooting guide for common OPAM issues

Developer Documentation

  • API reference with TypeScript types
  • Extension points for custom OPAM workflows
  • Integration patterns with other MCP servers
  • Performance optimization guidelines

Success Criteria

Core Functionality

  • All basic OPAM operations (install, remove, update, search)
  • Switch management and compiler version handling
  • Dependency analysis and conflict resolution
  • Project-level operations (.opam file generation, locking)

Advanced Features

  • Integration with dune build system
  • Support for Melange/ReasonML specific workflows
  • Custom repository management
  • Performance optimization for large dependency trees

Quality Standards

  • Comprehensive error handling and user-friendly messages
  • Full TypeScript type coverage
  • Integration test suite covering real OPAM scenarios
  • Documentation with examples for all major use cases

Related Resources

Implementation Priority: HIGH

This server is critical for OCaml/ReasonML/Melange development workflows and would fill a significant gap in the MCP ecosystem for functional programming languages.