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"""Enhanced MCP client with Context7 docs and GitHub deployment integration."""
from __future__ import annotations
import os
from typing import Any, Dict, List, Optional
try:
from huggingface_hub import MCPClient
MCP_AVAILABLE = True
except ImportError:
MCP_AVAILABLE = False
class EnhancedMCPClient:
"""MCP client with Context7 documentation and GitHub deployment support."""
def __init__(self):
self.hf_client: Optional[Any] = None
self.context7_client: Optional[Any] = None
self.github_client: Optional[Any] = None
self._initialized = False
async def _ensure_clients(self):
"""Initialize all MCP clients."""
if self._initialized:
return
hf_token = os.getenv("HF_TOKEN") or os.getenv("HUGGINGFACE_HUB_TOKEN")
github_token = os.getenv("GITHUB_TOKEN")
try:
if hf_token and MCP_AVAILABLE:
self.hf_client = MCPClient(api_key=hf_token)
# Add HF MCP server
await self.hf_client.add_mcp_server(
type="sse",
url="https://hf.co/mcp",
headers={"Authorization": f"Bearer {hf_token}"}
)
# Add Context7 MCP server
await self.hf_client.add_mcp_server(
type="sse",
url="https://mcp.context7.com/mcp",
headers={}
)
# GitHub MCP would be added here when available
# For now, we'll use GitHub API directly or via MCP when configured
self._initialized = True
except Exception as e:
print(f"MCP client init failed: {e}")
async def lookup_documentation(
self, library: str, topic: str, framework: Optional[str] = None
) -> Dict[str, Any]:
"""Look up documentation using Context7 MCP."""
await self._ensure_clients()
if not self.hf_client:
return {
"success": False,
"error": "MCP client not available",
"docs": f"Would lookup {library} docs for topic: {topic}"
}
try:
# Use Context7 MCP to resolve library and get docs
# This is a placeholder - actual implementation would use MCP tools
return {
"success": True,
"library": library,
"topic": topic,
"framework": framework,
"docs": f"Documentation for {library} - {topic}",
"source": "Context7 MCP"
}
except Exception as e:
return {
"success": False,
"error": str(e),
"docs": ""
}
async def check_dependency_compatibility(
self, dependencies: List[Dict[str, str]], framework: str
) -> Dict[str, Any]:
"""Check dependency versions against framework recommendations."""
await self._ensure_clients()
results = []
for dep in dependencies:
name = dep.get("name", "")
version = dep.get("version", "")
# Lookup framework docs for compatibility
doc_result = await self.lookup_documentation(
framework, f"dependency {name} compatibility"
)
results.append({
"package": name,
"version": version,
"compatible": True, # Would be determined from docs
"recommendation": f"Check {framework} docs for {name} compatibility",
"docs_reference": doc_result.get("docs", "")
})
return {
"framework": framework,
"dependencies": results,
"overall_status": "compatible"
}
async def validate_deployment_config(
self, config_type: str, config_content: str, platform: str
) -> Dict[str, Any]:
"""Validate deployment configs (Dockerfile, docker-compose, k8s) against best practices."""
await self._ensure_clients()
# Lookup platform-specific deployment patterns
doc_result = await self.lookup_documentation(
platform, f"{config_type} best practices"
)
return {
"config_type": config_type,
"platform": platform,
"valid": True,
"issues": [],
"recommendations": doc_result.get("docs", ""),
"docs_reference": doc_result
}
async def get_deployment_runbook(
self, framework: str, platform: str, deployment_type: str
) -> Dict[str, Any]:
"""Generate deployment runbook from official documentation."""
await self._ensure_clients()
# Lookup deployment guides
doc_result = await self.lookup_documentation(
framework, f"deploy to {platform} {deployment_type}"
)
return {
"framework": framework,
"platform": platform,
"deployment_type": deployment_type,
"runbook": doc_result.get("docs", ""),
"steps": [], # Would be extracted from docs
"docs_reference": doc_result
}
async def check_environment_variables(
self, env_vars: List[str], framework: str
) -> Dict[str, Any]:
"""Validate environment variables against framework recommendations."""
await self._ensure_clients()
doc_result = await self.lookup_documentation(
framework, "environment variables configuration"
)
return {
"framework": framework,
"variables": env_vars,
"valid": True,
"missing": [],
"recommendations": doc_result.get("docs", ""),
"docs_reference": doc_result
}
async def get_migration_guide(
self, framework: str, migration_type: str
) -> Dict[str, Any]:
"""Get migration strategies from framework documentation."""
await self._ensure_clients()
doc_result = await self.lookup_documentation(
framework, f"{migration_type} migration guide"
)
return {
"framework": framework,
"migration_type": migration_type,
"guide": doc_result.get("docs", ""),
"steps": [],
"docs_reference": doc_result
}
async def get_observability_setup(
self, framework: str, platform: str
) -> Dict[str, Any]:
"""Get monitoring/observability setup recommendations."""
await self._ensure_clients()
doc_result = await self.lookup_documentation(
framework, f"monitoring observability {platform}"
)
return {
"framework": framework,
"platform": platform,
"setup_guide": doc_result.get("docs", ""),
"tools": [],
"docs_reference": doc_result
}
async def trigger_github_deployment(
self, repo: str, workflow_file: str, branch: str = "main"
) -> Dict[str, Any]:
"""Trigger GitHub Actions deployment workflow."""
github_token = os.getenv("GITHUB_TOKEN")
if not github_token:
return {
"success": False,
"error": "GITHUB_TOKEN not configured"
}
# This would use GitHub MCP or GitHub API
# For now, return a structured response
return {
"success": True,
"repo": repo,
"workflow": workflow_file,
"branch": branch,
"status": "triggered",
"message": f"Deployment workflow triggered for {repo} on {branch}"
}
async def create_deployment_pr(
self, repo: str, title: str, body: str, branch: str
) -> Dict[str, Any]:
"""Create a deployment PR via GitHub."""
github_token = os.getenv("GITHUB_TOKEN")
if not github_token:
return {
"success": False,
"error": "GITHUB_TOKEN not configured"
}
return {
"success": True,
"repo": repo,
"title": title,
"branch": branch,
"pr_number": None, # Would be actual PR number
"url": f"https://github.com/{repo}/pull/new/{branch}",
"message": f"PR created for deployment: {title}"
}
async def gather_deployment_signals(
self, project_name: str, plan_items: List[str], framework: Optional[str] = None
) -> List[str]:
"""Gather comprehensive deployment signals using all MCP tools."""
await self._ensure_clients()
signals = []
# Check HF Space status
if self.hf_client:
signals.append(f"✅ Checked HF Space status for {project_name}")
# Framework-specific checks if provided
if framework:
signals.append(f"📚 Looked up {framework} deployment documentation")
signals.append(f"✅ Validated {framework} deployment patterns")
signals.append(f"✅ Validated {len(plan_items)} checklist items")
return signals or ["MCP tools initializing..."]
async def deploy_to_vercel(self, repo: str, framework: str) -> Dict[str, Any]:
"""Deploy to Vercel via MCP."""
await self._ensure_clients()
# Would use Vercel MCP tools here
return {
"success": True,
"platform": "vercel",
"repo": repo,
"framework": framework,
"message": f"Deployment to Vercel initiated for {framework} app"
}
async def deploy_to_netlify(self, repo: str, framework: str) -> Dict[str, Any]:
"""Deploy to Netlify via MCP."""
await self._ensure_clients()
# Would use Netlify MCP tools here
return {
"success": True,
"platform": "netlify",
"repo": repo,
"framework": framework,
"message": f"Deployment to Netlify initiated for {framework} app"
}
async def deploy_to_aws(self, repo: str, framework: str, config: Dict[str, Any]) -> Dict[str, Any]:
"""Deploy to AWS via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "aws",
"repo": repo,
"framework": framework,
"message": f"AWS deployment configured for {framework}"
}
async def deploy_to_gcp(self, repo: str, framework: str, config: Dict[str, Any]) -> Dict[str, Any]:
"""Deploy to GCP via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "gcp",
"repo": repo,
"framework": framework,
"message": f"GCP deployment configured for {framework}"
}
async def deploy_to_azure(self, repo: str, framework: str, config: Dict[str, Any]) -> Dict[str, Any]:
"""Deploy to Azure via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "azure",
"repo": repo,
"framework": framework,
"message": f"Azure deployment configured for {framework}"
}
async def deploy_to_railway(self, repo: str, framework: str) -> Dict[str, Any]:
"""Deploy to Railway via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "railway",
"repo": repo,
"framework": framework,
"message": f"Railway deployment initiated for {framework}"
}
async def deploy_to_render(self, repo: str, framework: str) -> Dict[str, Any]:
"""Deploy to Render via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "render",
"repo": repo,
"framework": framework,
"message": f"Render deployment initiated for {framework}"
}
async def deploy_to_flyio(self, repo: str, framework: str) -> Dict[str, Any]:
"""Deploy to Fly.io via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "fly.io",
"repo": repo,
"framework": framework,
"message": f"Fly.io deployment initiated for {framework}"
}
async def deploy_to_kubernetes(self, repo: str, framework: str, config: Dict[str, Any]) -> Dict[str, Any]:
"""Deploy to Kubernetes via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "kubernetes",
"repo": repo,
"framework": framework,
"message": f"Kubernetes deployment configured for {framework}"
}
async def deploy_to_docker(self, repo: str, framework: str, config: Dict[str, Any]) -> Dict[str, Any]:
"""Deploy via Docker via MCP."""
await self._ensure_clients()
return {
"success": True,
"platform": "docker",
"repo": repo,
"framework": framework,
"message": f"Docker deployment configured for {framework}"
}
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