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Update mcp_server.py
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mcp_server.py
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#!/usr/bin/env python3
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"""
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Simplified MCP Server for HuggingFace Hub Tagging Operations using FastMCP
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"""
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import os
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import json
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from fastmcp import FastMCP
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from huggingface_hub import HfApi, model_info, ModelCard, ModelCardData
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from huggingface_hub.utils import HfHubHTTPError
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from dotenv import load_dotenv
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load_dotenv()
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# Configuration
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HF_TOKEN = os.getenv("HF_TOKEN")
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info
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info
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if
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card
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card
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card_dict
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**
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""
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print(f"β Error
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#!/usr/bin/env python3
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"""
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Simplified MCP Server for HuggingFace Hub Tagging Operations using FastMCP
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"""
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import os
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import json
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from fastmcp import FastMCP
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from huggingface_hub import HfApi, model_info, ModelCard, ModelCardData
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from huggingface_hub.utils import HfHubHTTPError
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from dotenv import load_dotenv
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load_dotenv()
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# Configuration
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HF_TOKEN = os.getenv("HF_TOKEN")
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if HF_TOKEN:
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HF_TOKEN = HF_TOKEN.strip()
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# Initialize HF API client
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hf_api = HfApi(token=HF_TOKEN) if HF_TOKEN else None
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# Create the FastMCP server
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mcp = FastMCP("hf-tagging-bot")
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@mcp.tool()
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def get_current_tags(repo_id: str) -> str:
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"""Get current tags from a HuggingFace model repository"""
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print(f"π§ get_current_tags called with repo_id: {repo_id}")
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if not hf_api:
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error_result = {"error": "HF token not configured"}
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json_str = json.dumps(error_result)
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print(f"β No HF API token - returning: {json_str}")
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return json_str
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try:
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print(f"π‘ Fetching model info for: {repo_id}")
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info = model_info(repo_id=repo_id, token=HF_TOKEN)
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current_tags = info.tags if info.tags else []
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print(f"π·οΈ Found {len(current_tags)} tags: {current_tags}")
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result = {
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"status": "success",
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"repo_id": repo_id,
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"current_tags": current_tags,
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"count": len(current_tags),
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}
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json_str = json.dumps(result)
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print(f"β
get_current_tags returning: {json_str}")
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return json_str
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except Exception as e:
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print(f"β Error in get_current_tags: {str(e)}")
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error_result = {"status": "error", "repo_id": repo_id, "error": str(e)}
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json_str = json.dumps(error_result)
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print(f"β get_current_tags error returning: {json_str}")
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return json_str
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@mcp.tool()
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def add_new_tag(repo_id: str, new_tag: str) -> str:
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"""Add a new tag to a HuggingFace model repository via PR"""
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print(f"π§ add_new_tag called with repo_id: {repo_id}, new_tag: {new_tag}")
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if not hf_api:
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error_result = {"error": "HF token not configured"}
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json_str = json.dumps(error_result)
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print(f"β No HF API token - returning: {json_str}")
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return json_str
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try:
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# Get current model info and tags
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print(f"π‘ Fetching current model info for: {repo_id}")
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info = model_info(repo_id=repo_id, token=HF_TOKEN)
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current_tags = info.tags if info.tags else []
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print(f"π·οΈ Current tags: {current_tags}")
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# Check if tag already exists
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if new_tag in current_tags:
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print(f"β οΈ Tag '{new_tag}' already exists in {current_tags}")
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result = {
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"status": "already_exists",
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"repo_id": repo_id,
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"tag": new_tag,
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"message": f"Tag '{new_tag}' already exists",
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}
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json_str = json.dumps(result)
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print(f"π·οΈ add_new_tag (already exists) returning: {json_str}")
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return json_str
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# Add the new tag to existing tags
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updated_tags = current_tags + [new_tag]
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print(f"π Will update tags from {current_tags} to {updated_tags}")
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# Create model card content with updated tags
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try:
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# Load existing model card
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print(f"π Loading existing model card...")
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card = ModelCard.load(repo_id, token=HF_TOKEN)
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if not hasattr(card, "data") or card.data is None:
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card.data = ModelCardData()
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except HfHubHTTPError:
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# Create new model card if none exists
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print(f"π Creating new model card (none exists)")
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card = ModelCard("")
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card.data = ModelCardData()
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# Update tags - create new ModelCardData with updated tags
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card_dict = card.data.to_dict()
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card_dict["tags"] = updated_tags
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card.data = ModelCardData(**card_dict)
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# Create a pull request with the updated model card
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pr_title = f"Add '{new_tag}' tag"
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pr_description = f"""
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## Add tag: {new_tag}
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This PR adds the `{new_tag}` tag to the model repository.
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**Changes:**
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- Added `{new_tag}` to model tags
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- Updated from {len(current_tags)} to {len(updated_tags)} tags
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**Current tags:** {", ".join(current_tags) if current_tags else "None"}
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**New tags:** {", ".join(updated_tags)}
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"""
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print(f"π Creating PR with title: {pr_title}")
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# Create commit with updated model card using CommitOperationAdd
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from huggingface_hub import CommitOperationAdd
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commit_info = hf_api.create_commit(
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repo_id=repo_id,
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operations=[
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CommitOperationAdd(
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path_in_repo="README.md", path_or_fileobj=str(card).encode("utf-8")
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)
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],
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commit_message=pr_title,
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commit_description=pr_description,
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token=HF_TOKEN,
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create_pr=True,
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)
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# Extract PR URL from commit info
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pr_url_attr = commit_info.pr_url
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pr_url = pr_url_attr if hasattr(commit_info, "pr_url") else str(commit_info)
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print(f"β
PR created successfully! URL: {pr_url}")
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result = {
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"status": "success",
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"repo_id": repo_id,
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"tag": new_tag,
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"pr_url": pr_url,
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"previous_tags": current_tags,
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"new_tags": updated_tags,
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"message": f"Created PR to add tag '{new_tag}'",
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}
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json_str = json.dumps(result)
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print(f"β
add_new_tag success returning: {json_str}")
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return json_str
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except Exception as e:
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print(f"β Error in add_new_tag: {str(e)}")
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print(f"β Error type: {type(e)}")
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import traceback
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print(f"β Traceback: {traceback.format_exc()}")
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error_result = {
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"status": "error",
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"repo_id": repo_id,
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"tag": new_tag,
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"error": str(e),
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}
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json_str = json.dumps(error_result)
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print(f"β add_new_tag error returning: {json_str}")
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return json_str
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if __name__ == "__main__":
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mcp.run()
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