search_projects
Find GitLab projects matching your search query to quickly locate and access repositories.
Instructions
Search for projects.
Args:
query: Search query
token: GitLab Personal Access Token (optional)
ctx: MCP context (automatically injected)Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | ||
| token | No | ||
| ctx | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |
Implementation Reference
- The search_projects tool handler function. It accepts a query string, encodes it, makes a GET request to /projects?search=<query> on the GitLab API, and returns a formatted list of matching projects (up to 10). It is registered via the @mcp.tool() decorator.
@mcp.tool() async def search_projects(query: str, token: str = None, ctx=None) -> str: """Search for projects. Args: query: Search query token: GitLab Personal Access Token (optional) ctx: MCP context (automatically injected) """ import urllib.parse encoded_query = urllib.parse.quote(query) endpoint = f"/projects?search={encoded_query}" data = await make_gitlab_request(endpoint, ctx=ctx, token=token) if isinstance(data, dict) and "error" in data: return f"Error: {data['error']}" if not data: return "No projects found." projects = [] for project in data[:10]: projects.append(f"• {project['name']} ({project['path_with_namespace']}) - ID: {project['id']}") return "\n".join(projects) - gitlab_clone_mcp_server/server.py:570-570 (registration)The tool is registered via the @mcp.tool() decorator on line 570, applied to the search_projects async function.
@mcp.tool() - The make_gitlab_request helper function used by search_projects (and all other tools) to make authenticated HTTP requests to the GitLab API.
async def make_gitlab_request(endpoint: str, method: str = "GET", data: dict = None, ctx=None, token: str = None) -> dict[str, Any] | None: """Make a request to GitLab API with proper error handling.""" # Priority: 1. Explicit token parameter, 2. Context headers, 3. Environment variable # If no explicit token provided, try to get from context if not token and ctx and hasattr(ctx, 'request_context') and ctx.request_context: # Try to get from request headers if hasattr(ctx.request_context, 'headers'): token = ctx.request_context.headers.get('GITLAB_TOKEN') # Fallback to environment variable if not token: token = os.getenv("GITLAB_TOKEN") if not token: return {"error": "GitLab token not provided. Please provide a token parameter, GITLAB_TOKEN in the request headers, or set the environment variable."} # Get GitLab URL (from context or environment) gitlab_url = os.getenv("GITLAB_URL", "https://gitlab.com") headers = { "PRIVATE-TOKEN": token, "Content-Type": "application/json" } url = f"{gitlab_url}/api/v4{endpoint}" async with httpx.AsyncClient() as client: try: if method == "GET": response = await client.get(url, headers=headers, timeout=30.0) elif method == "POST": response = await client.post(url, headers=headers, json=data, timeout=30.0) elif method == "PUT": response = await client.put(url, headers=headers, json=data, timeout=30.0) elif method == "DELETE": response = await client.delete(url, headers=headers, timeout=30.0) response.raise_for_status() return response.json() if response.content else {"success": True} except Exception as e: return {"error": str(e)}