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Supports both self-hosted and GitLab.com with flexible authentication for read and write operations.","displayName","GitLab MCP Server","readme","# GitLab MCP Server\n\nA Model Context Protocol (MCP) server for GitLab that leverages GraphQL with automatic schema discovery and supports self-hosted GitLab instances. **Perfect for LLM-powered GitLab exploration and analysis.**\n\n## 🚀 **Recent Updates (2025-10-22)**\n\n**Major refactor for LibreChat compatibility:**\n- ✅ **Streamable HTTP transport** (MCP spec 2025-03-26) - Removed deprecated SSE\n- ✅ **Per-session credential isolation** - Fixed credential bleeding between users\n- ✅ **Proper session management** - Added HTTP 404/400 handling and DELETE support\n- ✅ **Accept header validation** - Full compliance with MCP specification\n- ✅ **Connection resilience** - Improved error handling and reconnection logic\n- ✅ **Consolidated endpoints** - Removed duplicate code, cleaner architecture\n\n**These changes resolve LibreChat disconnection issues and improve overall stability.**\n\n## ✨ **Key Features for LLMs**\n\n- 🔍 **Comprehensive Search**: Global search across projects, issues, merge requests, users, and groups\n- 📂 **Code Exploration**: Browse repository structure and read file contents\n- 🤝 **Dual Authentication**: Shared read-only access + per-user authentication for write operations\n- 🧠 **LLM-Optimized**: Tools designed specifically for AI analysis and exploration\n- 🔄 **GraphQL Discovery**: Automatic schema introspection for dynamic capabilities\n- 🔒 **Session Isolation**: Per-session credential management prevents cross-user data leaks\n\n## Features\n\n- **Search & Discovery**: Global search, project search, issue/MR search, code browsing\n- **GraphQL-first approach** with automatic schema introspection\n- **Self-hosted GitLab support** with configurable base URLs\n- **Comprehensive GitLab operations** (projects, issues, merge requests)\n- **Custom query execution** for advanced use cases\n- **Docker & LibreChat integration** ready\n- **Smithery install support** for easy deployment\n\n## Installation\n\n### 📁 **File Structure Note**\n- **`Dockerfile`** - Standard Dockerfile (copy as `Dockerfile.mcp-gitlab` for LibreChat integration)\n- **`smithery.yaml`** - Smithery.ai configuration with both stdio and Docker integration options\n\n### Docker (Recommended for LibreChat)\n\nThe Dockerfile automatically clones and builds the GitLab MCP server from this repository, so you don't need to copy any source files - just the Dockerfile itself.\n\n1. **Copy Dockerfile to your LibreChat directory:**\n```bash\n# Copy the Dockerfile for LibreChat integration\ncp Dockerfile /path/to/librechat/Dockerfile.mcp-gitlab\n```\n\n**Note:** The Dockerfile uses `git clone` to fetch the source code, so it won't accidentally copy LibreChat files. You can specify which version to build using the `GITLAB_MCP_VERSION` build arg (defaults to `main`).\n\n2. **Add GitLab environment variables to your LibreChat `.env` file:**\n```bash\n# GitLab MCP Configuration\nGITLAB_URL=https://gitlab.com\nGITLAB_AUTH_MODE=hybrid\nGITLAB_SHARED_ACCESS_TOKEN=your-optional-shared-token\nGITLAB_MAX_PAGE_SIZE=50\nGITLAB_TIMEOUT=30000\nGITLAB_MCP_PORT=8008\nMCP_TRANSPORT=http\n```\n\n3. **Add service to your LibreChat `docker-compose.override.yml`:**\n```yaml\nservices:\n gitlab-mcp:\n build:\n context: .\n dockerfile: Dockerfile.mcp-gitlab\n env_file:\n - .env\n ports:\n - \"8008:8008\"\n networks:\n - librechat\n restart: unless-stopped\n```\n\n4. **Configure in your LibreChat `librechat.yml`:**\n```yaml\nmcpServers:\n gitlab:\n type: streamable-http\n url: \"http://localhost:8008/\"\n headers:\n Authorization: \"Bearer {{GITLAB_PAT}}\"\n X-GitLab-Url: \"{{GITLAB_URL_OVERRIDE}}\"\n customUserVars:\n GITLAB_PAT:\n title: \"GitLab Personal Access Token\"\n description: \"PAT with api scope\"\n GITLAB_URL_OVERRIDE:\n title: \"GitLab URL (optional)\"\n description: \"e.g., https://gitlab.yourdomain.com\"\n```\n\n5. **Restart LibreChat:**\n```bash\ndocker compose down && docker compose -f docker-compose.yml -f docker-compose.override.yml up -d\n```\n\n### Smithery.ai (Recommended for Easy Installation)\n\n1. **Visit [smithery.ai](https://smithery.ai)**\n2. **Search for \"gitlab-mcp-server\"**\n3. **Select the server** from search results\n4. **Navigate to the \"Auto\" tab** and select \"LibreChat\"\n5. **Copy and run** the generated installation command:\n ```bash\n # Example command (actual command from Smithery)\n npx @smithery/cli install gitlab-mcp-server\n ```\n6. **Configure in your `librechat.yml`** (Smithery will provide the exact configuration):\n ```yaml\n mcpServers:\n gitlab:\n command: npx\n args: [\"gitlab-mcp-server\"]\n type: stdio\n env:\n GITLAB_URL: \"https://gitlab.com\"\n GITLAB_AUTH_MODE: \"hybrid\"\n GITLAB_SHARED_ACCESS_TOKEN: \"${GITLAB_SHARED_ACCESS_TOKEN:-}\"\n customUserVars:\n GITLAB_ACCESS_TOKEN:\n title: \"GitLab Personal Access Token\"\n description: \"Your GitLab PAT with 'api' or 'read_api' scope\"\n type: password\n required: false\n ```\n7. **Restart LibreChat** to initialize the server connection\n\n### Manual Installation\n\n1. Clone and build:\n```bash\ngit clone \ncd gitlab-mcp\nnpm install\nnpm run build\n```\n\n2. Run the server:\n```bash\nGITLAB_URL=https://your-gitlab.com GITLAB_ACCESS_TOKEN=your-token npm start\n```\n\n## Configuration\n\n### Authentication Modes\n\nThe server supports three authentication modes:\n\n#### 1. **Hybrid Mode (Recommended)**\n- **Shared token**: Optional read-only token for public operations\n- **Per-user auth**: Users provide their own tokens for private data and write operations\n- **Best for**: LibreChat deployments where you want to provide basic GitLab access but allow users to authenticate for full functionality\n\n#### 2. **Per-User Only Mode**\n- All operations require user authentication\n- **Best for**: High-security environments where no shared credentials are allowed\n\n#### 3. **Shared Only Mode**\n- Uses only the shared token for all operations\n- No per-user authentication supported\n- **Best for**: Single-user or trusted environments\n\n### Environment Variables\n\n| Variable | Description | Default | Auth Mode |\n|----------|-------------|---------|-----------|\n| `GITLAB_URL` | GitLab instance URL | `https://gitlab.com` | All |\n| `GITLAB_AUTH_MODE` | Authentication mode | `hybrid` | All |\n| `GITLAB_SHARED_ACCESS_TOKEN` | Shared token for read operations | - | Shared/Hybrid |\n| `GITLAB_MAX_PAGE_SIZE` | Maximum items per page (1-100) | `50` | All |\n| `GITLAB_TIMEOUT` | Request timeout in milliseconds | `30000` | All |\n\n### GitLab Access Token Setup\n\n#### For Shared/System Tokens\n1. Go to your GitLab instance → **User Settings** → **Access Tokens**\n2. Create a new token with **read_api** scope (read-only access)\n3. Set as `GITLAB_SHARED_ACCESS_TOKEN`\n\n#### For User Tokens (LibreChat Integration)\nUsers will be prompted to provide their own tokens with:\n- **api** scope (full access for write operations)\n- **read_api** scope (read-only access)\n\nLibreChat will handle user credential collection and management automatically.\n\n## Available Tools\n\n### 🔍 **Search & Discovery Tools (Perfect for LLMs)**\nComprehensive search capabilities across your GitLab instance:\n- `search_gitlab` - Global search across projects, issues, and merge requests\n- `search_projects` - Find repositories by name or description\n- `search_issues` - Search issues globally or within specific projects\n- `search_merge_requests` - Find merge requests and code changes\n- `search_users` - Locate team members and contributors\n- `search_groups` - Discover groups and organizations\n- `browse_repository` - Explore codebase structure and files\n- `get_file_content` - Read specific files for code analysis\n\n### 🔓 Read-Only Operations (Optional Authentication)\nCan use shared token if available, or user credentials for private data:\n- `get_project` - Get detailed project information\n- `get_issues` - List project issues with pagination \n- `get_merge_requests` - List project merge requests with pagination\n- `execute_custom_query` - Run custom GraphQL queries\n- `get_available_queries` - Discover available GraphQL operations\n\n### 🔒 User Authentication Required\nAlways require user-provided credentials:\n- `get_current_user` - Get authenticated user information\n- `get_projects` - List accessible projects (includes private projects)\n\n### ✏️ Write Operations (User Authentication Required)\nAlways require user credentials with write permissions:\n- `create_issue` - Create new issues\n- `create_merge_request` - Create new merge requests\n - `update_issue` - Update issue title/description/assignees/labels/due date (schema-aware)\n - `update_merge_request` - Update MR title/description/assignees/reviewers/labels (schema-aware)\n\n### Authentication Behavior by Mode\n\n| Tool | Shared Mode | Per-User Mode | Hybrid Mode |\n|------|-------------|---------------|-------------|\n| Read-only tools | Uses shared token | Requires user auth | Uses shared token, falls back to user auth |\n| User auth tools | Uses shared token | Requires user auth | Requires user auth |\n| Write tools | Uses shared token | Requires user auth | Requires user auth |\n\n## Usage Examples\n\n### 🔍 **Search & Discovery (Perfect for LLMs)**\n\n```typescript\n// Global search across everything - ideal for LLM exploration\nawait callTool('search_gitlab', { \n searchTerm: 'authentication bug'\n // Searches projects, issues, and merge requests simultaneously\n})\n\n// Search for specific projects\nawait callTool('search_projects', { \n searchTerm: 'api gateway',\n first: 10\n})\n\n// Find issues related to a topic (globally or in specific project)\nawait callTool('search_issues', { \n searchTerm: 'login error',\n state: 'opened',\n projectPath: 'backend/auth-service' // Optional: limit to specific project\n})\n\n// Search merge requests for code changes\nawait callTool('search_merge_requests', { \n searchTerm: 'database migration',\n state: 'merged',\n first: 20\n})\n\n// Find team members\nawait callTool('search_users', { \n searchTerm: 'john smith'\n})\n\n// Explore codebase structure\nawait callTool('browse_repository', { \n projectPath: 'frontend/web-app',\n path: 'src/components', // Browse specific directory\n ref: 'main'\n})\n\n// Get file content for analysis\nawait callTool('get_file_content', { \n projectPath: 'backend/api',\n filePath: 'src/auth/login.js',\n ref: 'develop'\n})\n```\n\n### Basic Project Information\n```typescript\n// Get public project info (uses shared token if available)\nawait callTool('get_project', { \n fullPath: 'group/project' \n})\n\n// Get project with user authentication (for private projects)\nawait callTool('get_project', { \n fullPath: 'group/private-project',\n userCredentials: {\n accessToken: 'your-personal-access-token'\n }\n})\n\n// Get current user (always requires user auth)\nawait callTool('get_current_user', {\n userCredentials: {\n accessToken: 'your-personal-access-token'\n }\n})\n```\n\n### Issues and Merge Requests\n```typescript\n// List issues (uses shared token if available)\nawait callTool('get_issues', { \n projectPath: 'group/project',\n first: 20 \n})\n\n// Create an issue (requires user authentication)\nawait callTool('create_issue', {\n projectPath: 'group/project',\n title: 'New feature request',\n description: 'Detailed description...',\n userCredentials: {\n accessToken: 'your-personal-access-token'\n }\n})\n```\n\n### 🤖 **LLM Use Cases & Examples**\n\nPerfect for AI-powered GitLab analysis and automation:\n\n```typescript\n// \"Find all recent authentication-related issues\"\nawait callTool('search_issues', { \n searchTerm: 'auth login password',\n state: 'opened'\n})\n\n// \"Show me the structure of the payment processing service\"\nawait callTool('browse_repository', { \n projectPath: 'backend/payment-service',\n path: 'src'\n})\n\n// \"What's in the main configuration file?\"\nawait callTool('get_file_content', { \n projectPath: 'infrastructure/config',\n filePath: 'production.yml'\n})\n\n// \"Find all projects related to machine learning\"\nawait callTool('search_projects', { \n searchTerm: 'ml machine learning AI'\n})\n\n// \"Who worked on the database migration?\"\nawait callTool('search_merge_requests', { \n searchTerm: 'database migration',\n state: 'merged'\n})\n```\n\n### LibreChat Integration\nWhen using with LibreChat, users will be prompted for their credentials automatically:\n\n```typescript\n// LibreChat stores PAT in creds UI; server reads Authorization header\nawait callTool('create_merge_request', {\n projectPath: 'group/project',\n title: 'Feature: Add new functionality',\n sourceBranch: 'feature-branch',\n targetBranch: 'main',\n description: 'Implementation details...'\n})\n\n// Schema-aware issue update (IDs resolved automatically)\nawait callTool('update_issue', {\n projectPath: 'group/project',\n iid: '123',\n title: 'Updated title',\n assigneeUsernames: ['alice'],\n labelNames: ['High Priority'],\n dueDate: '2025-12-31'\n})\n\n// Schema-aware MR update (reviewers apply to MRs, not issues)\nawait callTool('update_merge_request', {\n projectPath: 'group/project',\n iid: '45',\n title: 'Refined MR title',\n reviewerUsernames: ['bob'],\n assigneeUsernames: ['alice'],\n labelNames: ['Backend']\n})\n```\n\n### Advanced GraphQL Queries\n```typescript\n// Discover available operations\nawait callTool('get_available_queries', {})\n\n// Execute custom query\nawait callTool('execute_custom_query', {\n query: `\n query GetProjectStatistics($path: ID!) {\n project(fullPath: $path) {\n statistics {\n commitCount\n storageSize\n repositorySize\n }\n }\n }\n `,\n variables: { path: 'group/project' }\n})\n```\n\n## LibreChat Integration\n\nThe GitLab MCP server uses **Streamable HTTP** transport (MCP spec 2025-03-26) for optimal compatibility with LibreChat and modern MCP clients.\n\n### **Docker Integration (Recommended)**\n\n1. **Copy the Dockerfile** to your LibreChat root directory\n2. **Add GitLab environment variables** to your LibreChat `.env`\n3. **Add the service** to your `docker-compose.override.yml`\n4. **Configure the MCP server** in your `librechat.yml`\n5. **Restart LibreChat** with the override file\n\n### **Environment Variables**\nAdd these to your LibreChat `.env` file:\n```bash\n# GitLab MCP Server Configuration\nGITLAB_URL=https://your-gitlab.com # Your GitLab instance\nGITLAB_AUTH_MODE=hybrid # Authentication mode\nGITLAB_SHARED_ACCESS_TOKEN= # Optional shared token\nGITLAB_MCP_PORT=8008 # Server port (do NOT set PORT in LibreChat)\nMCP_TRANSPORT=http # Use HTTP transport\n```\n\n### **LibreChat Configuration**\nThe server uses **Streamable HTTP** transport on port 8008:\n```yaml\nmcpServers:\n gitlab:\n type: streamable-http\n url: \"http://gitlab-mcp:8008/\"\n headers:\n Authorization: \"Bearer {{GITLAB_PAT}}\"\n X-GitLab-Url: \"{{GITLAB_URL_OVERRIDE}}\"\n customUserVars:\n GITLAB_PAT:\n title: \"GitLab Personal Access Token\"\n description: \"PAT with api scope\"\n GITLAB_URL_OVERRIDE:\n title: \"GitLab URL (optional)\"\n description: \"e.g., https://gitlab.yourdomain.com\"\n```\n\n### **Transport Features**\n- ✅ **Streamable HTTP** (MCP spec 2025-03-26)\n- ✅ **Session management** with per-session credential isolation\n- ✅ **Connection resilience** with proper error handling\n- ✅ **Accept header validation** per MCP specification\n- ✅ **DELETE support** for explicit session termination\n- ✅ **Bidirectional communication** with streaming support\n\n### **User Authentication Flow**\n- **Read operations**: Use shared token (if configured) or prompt for user token\n- **Write operations**: Always prompt for user Personal Access Token\n- **Private data**: Requires user authentication for access\n- **LibreChat handles**: Automatic credential prompts and management\n- **Session isolation**: Each user's credentials are stored per-session (never shared between users)\n\n## GraphQL Schema Discovery\n\nThe server automatically introspects the GitLab GraphQL schema on startup, enabling:\n\n- **Dynamic query discovery** - Find available operations\n- **Schema-aware querying** - Leverage full GitLab API capabilities\n- **Future-proof design** - Automatically supports new GitLab features\n\n## Self-Hosted GitLab Support\n\nWorks with any GitLab instance:\n- **GitLab.com** (default)\n- **GitLab CE/EE** self-hosted instances\n- **GitLab SaaS** custom domains\n\nSimply set `GITLAB_URL` to your instance URL.\n\n## Error Handling\n\nThe server includes comprehensive error handling:\n- **Authentication errors** - Clear token validation messages\n- **Rate limiting** - Respects GitLab API limits\n- **Network issues** - Timeout and retry logic\n- **GraphQL errors** - Detailed query error reporting\n\n## Security Considerations\n\n### Authentication Security\n- **Per-user tokens** are never stored or logged by the server\n- **Shared tokens** are only used for read-only operations when configured\n- **Credential isolation** - Each user's credentials are handled separately\n- **Scope separation** - Shared tokens should only have `read_api` scope\n\n### Token Management\n- **Shared Token**: \n - Should have minimal `read_api` scope only\n - Used for public/read-only operations\n - Stored as environment variable on server\n- **User Tokens**:\n - Can have `api` scope for full functionality \n - Provided by users through LibreChat interface\n - Never persisted by the MCP server\n - Automatically handled by LibreChat's authentication system\n\n### Deployment Security\n- **Container security** - Runs as non-root user\n- **Network isolation** - Docker network segmentation supported\n- **Environment variables** - Use Docker secrets or secure environment management\n- **HTTPS required** - Always use HTTPS for GitLab connections\n\n### Recommended Security Practices\n1. **Use hybrid mode** for LibreChat deployments\n2. **Limit shared token scope** to `read_api` only\n3. **Enable user authentication** for all write operations\n4. **Use Docker secrets** for shared token storage\n5. **Monitor token usage** through GitLab audit logs\n6. **Rotate tokens regularly** according to your security policy\n\n## Troubleshooting\n\n### Common Issues\n\n1. **LibreChat Connection Drops / Reconnecting**\n - ✅ **Fixed in v1.0.0+**: Updated to Streamable HTTP transport\n - Check that LibreChat config uses `type: streamable-http`\n - Verify URL points to `http://gitlab-mcp:8008/` (not `/sse`)\n - Check Docker logs: `docker logs librechat` and `docker logs gitlab-mcp`\n - Ensure both containers are on the same network\n\n2. **Authentication Failed**\n - Verify `GITLAB_ACCESS_TOKEN` is correct\n - Ensure token has `read_api` or `api` scope\n - Check token hasn't expired\n - For LibreChat: Verify user provided valid PAT in credentials UI\n\n3. **Session Not Found / 404 Errors**\n - This is normal behavior when sessions expire\n - LibreChat will automatically reinitialize\n - Check `activeSessions` in health endpoint: `curl http://localhost:8008/health`\n\n4. **Connection Issues**\n - Verify `GITLAB_URL` is accessible from container\n - Check firewall/proxy settings\n - Confirm SSL certificates are valid\n - Test connectivity: `docker exec gitlab-mcp curl -I https://gitlab.com`\n\n5. **Schema Introspection Failed**\n - Ensure GitLab instance supports GraphQL\n - Verify API endpoint is `/api/graphql`\n - Check GitLab version compatibility (GitLab 12.0+)\n\n### Debug Logging\n\nSet `NODE_ENV=development` for detailed logging:\n```bash\nNODE_ENV=development GITLAB_URL=https://your-gitlab.com npm start\n```\n\n### Health Check\n\nTest server health and active sessions:\n```bash\ncurl http://localhost:8008/health\n```\n\nExpected response:\n```json\n{\n \"status\": \"healthy\",\n \"timestamp\": \"2025-10-22T12:00:00.000Z\",\n \"activeSessions\": 2,\n \"transport\": \"streamable-http\",\n \"protocol\": \"2025-03-26\"\n}\n```\n\n## Contributing\n\n1. Fork the repository\n2. Create a feature branch\n3. Add tests for new functionality\n4. 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