{"id":35765278,"url":"https://github.com/githubnext/gh-aw-mcpg","last_synced_at":"2026-02-02T06:24:15.098Z","repository":{"id":328049705,"uuid":"1114078059","full_name":"githubnext/gh-aw-mcpg","owner":"githubnext","description":"Github Agentic Workflows MCP Gateway","archived":false,"fork":false,"pushed_at":"2026-01-28T12:12:50.000Z","size":12558,"stargazers_count":5,"open_issues_count":31,"forks_count":3,"subscribers_count":1,"default_branch":"main","last_synced_at":"2026-01-28T19:12:23.189Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Go","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/githubnext.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":"AGENTS.md","dco":null,"cla":null}},"created_at":"2025-12-10T21:43:52.000Z","updated_at":"2026-01-28T13:52:00.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/githubnext/gh-aw-mcpg","commit_stats":null,"previous_names":["githubnext/gh-aw-mcpg"],"tags_count":75,"template":false,"template_full_name":null,"purl":"pkg:github/githubnext/gh-aw-mcpg","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/githubnext%2Fgh-aw-mcpg","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/githubnext%2Fgh-aw-mcpg/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/githubnext%2Fgh-aw-mcpg/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/githubnext%2Fgh-aw-mcpg/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/githubnext","download_url":"https://codeload.github.com/githubnext/gh-aw-mcpg/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/githubnext%2Fgh-aw-mcpg/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28927763,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-31T02:59:34.861Z","status":"ssl_error","status_checked_at":"2026-01-31T02:59:05.369Z","response_time":128,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-01-07T01:12:44.133Z","updated_at":"2026-01-31T03:00:47.782Z","avatar_url":"https://github.com/githubnext.png","language":"Go","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MCP Gateway\n\nA gateway for Model Context Protocol (MCP) servers.\n\nThis gateway is used with [GitHub Agentic Workflows](https://github.com/githubnext/gh-aw) via the `sandbox.mcp` configuration to provide MCP server access to AI agents running in sandboxed environments.\n\n📖 **[Full Configuration Specification](https://github.com/githubnext/gh-aw/blob/main/docs/src/content/docs/reference/mcp-gateway.md)** - Complete reference for all configuration options and validation rules.\n\n## Features\n\n- **Configuration Modes**: Supports both TOML files and JSON stdin configuration\n  - **Spec-Compliant Validation**: Fail-fast validation with detailed error messages\n  - **Variable Expansion**: Environment variable substitution with `${VAR_NAME}` syntax\n  - **Type Normalization**: Automatic conversion of legacy `\"local\"` type to `\"stdio\"`\n- **Schema Normalization**: Automatic fixing of malformed JSON schemas from backend MCP servers\n  - Adds missing `properties` field to object schemas\n  - Prevents downstream validation errors\n  - Transparent to both backends and clients\n- **Routing Modes**: \n  - **Routed**: Each backend server accessible at `/mcp/{serverID}`\n  - **Unified**: Single endpoint `/mcp` that routes to configured servers\n- **Docker Support**: Launch backend MCP servers as Docker containers\n- **Stdio Transport**: JSON-RPC 2.0 over stdin/stdout for MCP communication\n- **Container Detection**: Automatic detection of containerized environments with security warnings\n- **Enhanced Debugging**: Detailed error context and troubleshooting suggestions for command failures\n\n## Getting Started\n\nFor detailed setup instructions, building from source, and local development, see [CONTRIBUTING.md](CONTRIBUTING.md).\n\n### Quick Start with Docker\n\n1. **Pull the Docker image** (when available):\n   ```bash\n   docker pull ghcr.io/githubnext/gh-aw-mcpg:latest\n   ```\n\n2. **Create a configuration file** (`config.json`):\n   ```json\n   {\n     \"mcpServers\": {\n       \"github\": {\n         \"type\": \"stdio\",\n         \"container\": \"ghcr.io/github/github-mcp-server:latest\",\n         \"env\": {\n           \"GITHUB_PERSONAL_ACCESS_TOKEN\": \"\"\n         }\n       }\n     }\n   }\n   ```\n\n3. **Run the container**:\n   ```bash\n   docker run --rm -i \\\n     -e MCP_GATEWAY_PORT=8000 \\\n     -e MCP_GATEWAY_DOMAIN=localhost \\\n     -e MCP_GATEWAY_API_KEY=your-secret-key \\\n     -v /var/run/docker.sock:/var/run/docker.sock \\\n     -v /path/to/logs:/tmp/gh-aw/mcp-logs \\\n     -p 8000:8000 \\\n     ghcr.io/githubnext/gh-aw-mcpg:latest \u003c config.json\n   ```\n\n**Required flags:**\n- `-i`: Enables stdin for passing JSON configuration\n- `-e MCP_GATEWAY_*`: Required environment variables\n- `-v /var/run/docker.sock`: Required for spawning backend MCP servers\n- `-v /path/to/logs:/tmp/gh-aw/mcp-logs`: Mount for persistent gateway logs (or use `-e MCP_GATEWAY_LOG_DIR=/custom/path` with matching volume mount)\n- `-p 8000:8000`: Port mapping must match `MCP_GATEWAY_PORT`\n\nMCPG will start in routed mode on `http://0.0.0.0:8000` (using `MCP_GATEWAY_PORT`), proxying MCP requests to your configured backend servers.\n\n## Configuration\n\n### TOML Format (`config.toml`)\n\n```toml\n[servers]\n\n[servers.github]\ncommand = \"docker\"\nargs = [\"run\", \"--rm\", \"-e\", \"GITHUB_PERSONAL_ACCESS_TOKEN\", \"-i\", \"ghcr.io/github/github-mcp-server:latest\"]\n\n[servers.filesystem]\ncommand = \"node\"\nargs = [\"/path/to/filesystem-server.js\"]\n```\n\n### JSON Stdin Format\n\nFor the complete JSON configuration specification with all validation rules, see the **[MCP Gateway Configuration Reference](https://github.com/githubnext/gh-aw/blob/main/docs/src/content/docs/reference/mcp-gateway.md)**.\n\n```json\n{\n  \"mcpServers\": {\n    \"github\": {\n      \"type\": \"stdio\",\n      \"container\": \"ghcr.io/github/github-mcp-server:latest\",\n      \"entrypoint\": \"/custom/entrypoint.sh\",\n      \"entrypointArgs\": [\"--verbose\"],\n      \"mounts\": [\n        \"/host/config:/app/config:ro\",\n        \"/host/data:/app/data:rw\"\n      ],\n      \"env\": {\n        \"GITHUB_PERSONAL_ACCESS_TOKEN\": \"\",\n        \"EXPANDED_VAR\": \"${MY_HOME}/config\"\n      }\n    }\n  },\n  \"gateway\": {\n    \"port\": 8080,\n    \"apiKey\": \"your-api-key\",\n    \"domain\": \"example.com\",\n    \"startupTimeout\": 30,\n    \"toolTimeout\": 60\n  }\n}\n```\n\n#### Server Configuration Fields\n\n- **`type`** (optional): Server transport type\n  - `\"stdio\"` - Standard input/output transport (default)\n  - `\"http\"` - HTTP transport (not yet implemented)\n  - `\"local\"` - Alias for `\"stdio\"` (backward compatibility)\n\n- **`container`** (required for stdio): Docker container image (e.g., `\"ghcr.io/github/github-mcp-server:latest\"`)\n  - Automatically wraps as `docker run --rm -i \u003ccontainer\u003e`\n  - **Note**: The `command` field is NOT supported per the specification\n\n- **`entrypoint`** (optional): Custom entrypoint for the container\n  - Overrides the default container entrypoint\n  - Applied as `--entrypoint` flag to Docker\n\n- **`entrypointArgs`** (optional): Arguments passed to container entrypoint\n  - Array of strings passed after the container image\n\n- **`mounts`** (optional): Volume mounts for the container\n  - Array of strings in format `\"source:dest:mode\"`\n  - `source` - Host path to mount (can use environment variables with `${VAR}` syntax)\n  - `dest` - Container path where the volume is mounted\n  - `mode` - Either `\"ro\"` (read-only) or `\"rw\"` (read-write)\n  - Example: `[\"/host/config:/app/config:ro\", \"/host/data:/app/data:rw\"]`\n\n- **`env`** (optional): Environment variables\n  - Set to `\"\"` (empty string) for passthrough from host environment\n  - Set to `\"value\"` for explicit value\n  - Use `\"${VAR_NAME}\"` for environment variable expansion (fails if undefined)\n\n- **`url`** (required for http): HTTP endpoint URL for `type: \"http\"` servers\n\n**Validation Rules:**\n\n- **Stdio servers** must specify `container` (required)\n- **HTTP servers** must specify `url` (required)\n- Empty/\"local\" type automatically normalized to \"stdio\"\n- Variable expansion with `${VAR_NAME}` fails fast on undefined variables\n- All validation errors include JSONPath and helpful suggestions\n- **The `command` field is not supported** - stdio servers must use `container`\n- **Mount specifications** must follow `\"source:dest:mode\"` format\n  - `mode` must be either `\"ro\"` or `\"rw\"`\n  - Both source and destination paths are required (cannot be empty)\n\nSee **[Configuration Specification](https://github.com/githubnext/gh-aw/blob/main/docs/src/content/docs/reference/mcp-gateway.md)** for complete validation rules.\n\n#### Gateway Configuration Fields (Reserved)\n\n- **`port`** (optional): Gateway HTTP port (default: from `--listen` flag)\n  - Valid range: 1-65535\n- **`apiKey`** (optional): API key for authentication\n- **`domain`** (optional): Domain name for the gateway\n- **`startupTimeout`** (optional): Seconds to wait for backend startup (default: 30)\n  - Must be positive integer\n- **`toolTimeout`** (optional): Seconds to wait for tool execution (default: 60)\n  - Must be positive integer\n\n**Note**: Gateway configuration fields are validated and parsed but not yet fully implemented.\n\n**Environment Variable Features**:\n- **Passthrough**: Set value to empty string (`\"\"`) to pass through from host\n- **Expansion**: Use `${VAR_NAME}` syntax for dynamic substitution (fails if undefined)\n\n## Usage\n\n```\nMCPG is a proxy server for Model Context Protocol (MCP) servers.\nIt provides routing, aggregation, and management of multiple MCP backend servers.\n\nUsage:\n  awmg [flags]\n\nFlags:\n  -c, --config string   Path to config file (default \"config.toml\")\n      --config-stdin    Read MCP server configuration from stdin (JSON format). When enabled, overrides --config\n      --env string      Path to .env file to load environment variables\n  -h, --help            help for awmg\n  -l, --listen string   HTTP server listen address (default \"127.0.0.1:3000\")\n      --log-dir string  Directory for log files (falls back to stdout if directory cannot be created) (default \"/tmp/gh-aw/mcp-logs\")\n      --routed          Run in routed mode (each backend at /mcp/\u003cserver\u003e)\n      --unified         Run in unified mode (all backends at /mcp)\n      --validate-env    Validate execution environment (Docker, env vars) before starting\n```\n\n## Environment Variables\n\nThe following environment variables are used by the MCP Gateway:\n\n### Required for Production (Containerized Mode)\n\nWhen running in a container (`run_containerized.sh`), these variables **must** be set:\n\n| Variable | Description | Example |\n|----------|-------------|---------|\n| `MCP_GATEWAY_PORT` | The port the gateway listens on (used for `--listen` address) | `8080` |\n| `MCP_GATEWAY_DOMAIN` | The domain name for the gateway | `localhost` |\n| `MCP_GATEWAY_API_KEY` | API key for authentication | `your-secret-key` |\n\n### Optional (Non-Containerized Mode)\n\nWhen running locally (`run.sh`), these variables are optional (warnings shown if missing):\n\n| Variable | Description | Default |\n|----------|-------------|---------|\n| `MCP_GATEWAY_PORT` | Gateway listening port | `8000` |\n| `MCP_GATEWAY_DOMAIN` | Gateway domain | `localhost` |\n| `MCP_GATEWAY_API_KEY` | API authentication key | (disabled) |\n| `MCP_GATEWAY_HOST` | Gateway bind address | `0.0.0.0` |\n| `MCP_GATEWAY_MODE` | Gateway mode | `--routed` |\n| `MCP_GATEWAY_LOG_DIR` | Log file directory (sets default for `--log-dir` flag) | `/tmp/gh-aw/mcp-logs` |\n\n### Docker Configuration\n\n| Variable | Description | Default |\n|----------|-------------|---------|\n| `DOCKER_HOST` | Docker daemon socket path | `/var/run/docker.sock` |\n| `DOCKER_API_VERSION` | Docker API version | Auto-detected (1.43 for arm64, 1.44 for amd64) |\n\n## Containerized Mode\n\n### Running in Docker\n\nFor production deployments in Docker containers, use `run_containerized.sh` which:\n\n1. **Validates the container environment** before starting\n2. **Requires** all essential environment variables\n3. **Requires** stdin input (`-i` flag) for JSON configuration\n4. **Validates** Docker socket accessibility\n5. **Validates** port mapping configuration\n\n```bash\n# Correct way to run the gateway in a container:\ndocker run -i \\\n  -e MCP_GATEWAY_PORT=8080 \\\n  -e MCP_GATEWAY_DOMAIN=localhost \\\n  -e MCP_GATEWAY_API_KEY=your-key \\\n  -v /var/run/docker.sock:/var/run/docker.sock \\\n  -v /path/to/logs:/tmp/gh-aw/mcp-logs \\\n  -p 8080:8080 \\\n  ghcr.io/githubnext/gh-aw-mcpg:latest \u003c config.json\n```\n\n**Important flags:**\n- `-i`: Required for passing configuration via stdin\n- `-v /var/run/docker.sock:/var/run/docker.sock`: Required for spawning backend MCP servers\n- `-v /path/to/logs:/tmp/gh-aw/mcp-logs`: Optional but recommended for persistent logs (path matches default or `MCP_GATEWAY_LOG_DIR`)\n- `-p \u003chost\u003e:\u003ccontainer\u003e`: Port mapping must match `MCP_GATEWAY_PORT`\n\n### Validation Checks\n\nThe containerized startup script performs these validations:\n\n| Check | Description | Action on Failure |\n|-------|-------------|-------------------|\n| Docker Socket | Verifies Docker daemon is accessible | Exit with error |\n| Environment Variables | Checks required env vars are set | Exit with error |\n| Port Mapping | Verifies container port is mapped to host | Exit with error |\n| Stdin Interactive | Ensures `-i` flag was used | Exit with error |\n| Log Directory Mount | Verifies log directory is mounted to host | Warning (logs won't persist) |\n\n### Non-Containerized Mode\n\nFor local development, use `run.sh` which:\n\n1. **Warns** about missing environment variables (but continues)\n2. **Provides** default configuration if no config file specified\n3. **Auto-detects** containerized environments and redirects to `run_containerized.sh`\n\n```bash\n# Run locally with defaults:\n./run.sh\n\n# Run with custom config:\nCONFIG=my-config.toml ./run.sh\n\n# Run with environment variables:\nMCP_GATEWAY_PORT=3000 ./run.sh\n```\n\n## Logging\n\nMCPG provides comprehensive logging of all gateway operations to help diagnose issues and monitor activity.\n\n### Log File Location\n\nBy default, logs are written to `/tmp/gh-aw/mcp-logs/mcp-gateway.log`. This location can be configured using either:\n\n1. **`MCP_GATEWAY_LOG_DIR` environment variable** - Sets the default log directory\n2. **`--log-dir` flag** - Overrides the environment variable and default\n\nThe precedence order is: `--log-dir` flag → `MCP_GATEWAY_LOG_DIR` env var → default (`/tmp/gh-aw/mcp-logs`)\n\n**Using the environment variable:**\n```bash\nexport MCP_GATEWAY_LOG_DIR=/var/log/mcp-gateway\n./awmg --config config.toml\n```\n\n**Using the command-line flag:**\n```bash\n./awmg --config config.toml --log-dir /var/log/mcp-gateway\n```\n\n**Important for containerized mode:** Mount the log directory to persist logs outside the container:\n```bash\ndocker run -v /path/on/host:/tmp/gh-aw/mcp-logs ...\n```\n\nIf the log directory cannot be created or accessed, MCPG automatically falls back to logging to stdout.\n\n### What Gets Logged\n\nMCPG logs all important gateway events including:\n\n- **Startup and Shutdown**: Gateway initialization, configuration loading, and graceful shutdown\n- **MCP Client Interactions**: Client connection events, request/response details, session management\n- **Backend Server Interactions**: Backend server launches, connection establishment, communication events\n- **Authentication Events**: Successful authentications and authentication failures (missing/invalid tokens)\n- **Connectivity Errors**: Connection failures, timeouts, protocol errors, and command execution issues\n- **Debug Information**: Optional detailed debugging via the `DEBUG` environment variable\n\n### Log Format\n\nEach log entry includes:\n- **Timestamp** (RFC3339 format)\n- **Log Level** (INFO, WARN, ERROR, DEBUG)\n- **Category** (startup, client, backend, auth, shutdown)\n- **Message** with contextual details\n\nExample log entries:\n```\n[2026-01-08T23:00:00Z] [INFO] [startup] Starting MCPG with config: config.toml, listen: 127.0.0.1:3000, log-dir: /tmp/gh-aw/mcp-logs\n[2026-01-08T23:00:01Z] [INFO] [backend] Launching MCP backend server: github, command=docker, args=[run --rm -i ghcr.io/github/github-mcp-server:latest]\n[2026-01-08T23:00:02Z] [INFO] [client] New MCP client connection, remote=127.0.0.1:54321, method=POST, path=/mcp/github, backend=github, session=abc123\n[2026-01-08T23:00:03Z] [ERROR] [auth] Authentication failed: invalid API key, remote=127.0.0.1:54322, path=/mcp/github\n```\n\n### Debug Logging\n\nFor development and troubleshooting, enable debug logging using the `DEBUG` environment variable:\n\n```bash\n# Enable all debug logs\nDEBUG=* ./awmg --config config.toml\n\n# Enable specific categories\nDEBUG=server:*,launcher:* ./awmg --config config.toml\n```\n\nDebug logs are written to stderr and follow the same pattern-matching syntax as the file logger.\n## API Endpoints\n\n### Routed Mode (default)\n\n- `POST /mcp/{serverID}` - Send JSON-RPC request to specific server\n  - Example: `POST /mcp/github` with body `{\"jsonrpc\": \"2.0\", \"method\": \"tools/list\", \"id\": 1}`\n\n### Unified Mode\n\n- `POST /mcp` - Send JSON-RPC request (routed to first configured server)\n\n### Health Check\n\n- `GET /health` - Returns `OK`\n\n## MCP Methods\n\nSupported JSON-RPC 2.0 methods:\n\n- `tools/list` - List available tools\n- `tools/call` - Call a tool with parameters\n- Any other MCP method (forwarded as-is)\n\n## Security Features\n\n### Authentication\n\nMCPG implements MCP specification 7.1 for API key authentication.\n\n**Authentication Header Format:**\n- Per MCP spec 7.1: Authorization header MUST contain the API key directly\n- Format: `Authorization: \u003capi-key\u003e` (plain API key, NOT Bearer scheme)\n- Example: `Authorization: my-secret-api-key-123`\n\n**Configuration:**\n- Set via `MCP_GATEWAY_API_KEY` environment variable\n- When configured, all endpoints except `/health` require authentication\n- When not configured, authentication is disabled\n\n**Implementation:**\n- The `internal/auth` package provides centralized authentication logic\n- `auth.ParseAuthHeader()` - Parses Authorization headers per MCP spec 7.1\n- `auth.ValidateAPIKey()` - Validates provided API keys\n- Backward compatibility for Bearer tokens is maintained\n\n**Example Request:**\n```bash\ncurl -X POST http://localhost:8000/mcp/github \\\n  -H \"Authorization: my-api-key\" \\\n  -H \"Content-Type: application/json\" \\\n  -d '{\"jsonrpc\": \"2.0\", \"method\": \"tools/list\", \"id\": 1}'\n```\n\n### Enhanced Error Debugging\n\nCommand failures now include extensive debugging information:\n\n- Full command, arguments, and environment variables\n- Context-specific troubleshooting suggestions:\n  - Docker daemon connectivity checks\n  - Container image availability\n  - Network connectivity issues\n  - MCP protocol compatibility checks\n\n## Architecture\n\nThis Go port focuses on core MCP proxy functionality with optional security features:\n\n### Core Features (Enabled)\n\n- ✅ TOML and JSON stdin configuration with spec-compliant validation\n- ✅ Environment variable expansion (`${VAR_NAME}`) with fail-fast behavior\n- ✅ Stdio transport for backend servers (containerized execution only)\n- ✅ Docker container launching\n- ✅ Routed and unified modes\n- ✅ Basic request/response proxying\n- ✅ Enhanced error debugging and troubleshooting\n\n## MCP Server Compatibility\n\n**The gateway supports MCP servers via stdio transport using Docker containers.** All properly configured MCP servers work through direct stdio connections.\n\n### Test Results\n\nBoth GitHub MCP and Serena MCP servers pass comprehensive test suites including gateway tests:\n\n| Server | Transport | Direct Tests | Gateway Tests | Status |\n|--------|-----------|--------------|---------------|--------|\n| **GitHub MCP** | Stdio (Docker) | ✅ All passed | ✅ All passed | Production ready |\n| **Serena MCP** | Stdio (Docker) | ✅ 68/68 passed (100%) | ✅ All passed | Production ready |\n\n**Configuration:**\n```bash\n# Both servers use stdio transport via Docker containers\ndocker run -i ghcr.io/github/github-mcp-server          # GitHub MCP\ndocker run -i ghcr.io/githubnext/serena-mcp-server     # Serena MCP\n```\n\n### Using MCP Servers with the Gateway\n\n**Direct Connection (Recommended):**\nConfigure MCP servers to connect directly via stdio transport for optimal performance and full feature support:\n\n```json\n{\n  \"mcpServers\": {\n    \"serena\": {\n      \"type\": \"stdio\",\n      \"container\": \"ghcr.io/githubnext/serena-mcp-server:latest\"\n    },\n    \"github\": {\n      \"type\": \"stdio\",\n      \"container\": \"ghcr.io/github/github-mcp-server:latest\"\n    }\n  }\n}\n```\n\n**Architecture Considerations:**\n- The gateway manages backend MCP servers using stdio transport via Docker containers\n- Session connection pooling ensures efficient resource usage\n- Backend processes are reused across multiple requests per session\n- All MCP protocol features are fully supported\n\n### Test Coverage\n\n**Serena MCP Server Testing:**\n- ✅ **Direct Connection Tests:** 68/68 tests passed (100%)\n- ✅ **Gateway Tests:** All tests passed via `make test-serena-gateway`\n- ✅ Multi-language support (Go, Java, JavaScript, Python)\n- ✅ File operations, symbol operations, memory management\n- ✅ Error handling and protocol compliance\n- ✅ See [SERENA_TEST_RESULTS.md](SERENA_TEST_RESULTS.md) for detailed results\n\n**GitHub MCP Server Testing:**\n- ✅ Full test suite validation (direct and gateway)\n- ✅ Repository operations, issue management, search functionality\n- ✅ Production deployment validated\n\n## Contributing\n\nFor development setup, build instructions, testing guidelines, and project architecture details, see [CONTRIBUTING.md](CONTRIBUTING.md).\n\n## License\n\nMIT License\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgithubnext%2Fgh-aw-mcpg","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgithubnext%2Fgh-aw-mcpg","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgithubnext%2Fgh-aw-mcpg/lists"}