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import logging, os, json, sys
from typing import Any, Literal, Optional
from pathlib import Path
import subprocess
from dotenv import load_dotenv
load_dotenv()
# -----------
# Logging
# ------------
logger = logging.getLogger(__name__)
logger.setLevel(logging.DEBUG)
fmt = "%(asctime)s -- %(levelname)s -- %(name)s -- %(message)s"
file_handler = logging.FileHandler("multitools-server.log")
file_handler.setFormatter(logging.Formatter(fmt))
logger.addHandler(file_handler)
# Now import neccessary Packages
try:
from mcp.server.fastmcp import FastMCP
from bs4 import BeautifulSoup
import httpx
except ImportError as e:
logger.error("Got Error when Importing Packages: \n%s", e)
sys.exit(1)
except Exception as e:
logger.error("Got UnExcepted Error when Importing Packages: \n%s", e)
sys.exit(1)
# -------------------------
# Initiating FastMCP server
# -------------------------
mcp = FastMCP("multitools-server")
# --------------
# Configuration
#---------------
BASE_CRICKET_URL = os.environ.get("BASE_CRICKET_URL")
logger.warning("Env variable BASE_CRICKET_URL Not-Found may cause error...") if not BASE_CRICKET_URL else logger.info("")
# PR template directory
TEMPLATES_DIR = Path(__file__).parent / "templates"
logger.warning("TEMPLATES_DIR Not-Found may cause Error...") if not TEMPLATES_DIR else logger.info("TEMPLATES_DIR: \n%s", TEMPLATES_DIR)
# Default PR templates
DEFAULT_TEMPLATES = {
"bug.md": "Bug Fix",
"feature.md": "Feature",
"docs.md": "Documentation",
"refactor.md": "Refactor",
"test.md": "Test",
"performance.md": "Performance",
"security.md": "Security"
}
# Type mapping for PR templates
TYPE_MAPPING = {
"bug": "bug.md",
"fix": "bug.md",
"feature": "feature.md",
"enhancement": "feature.md",
"docs": "docs.md",
"documentation": "docs.md",
"refactor": "refactor.md",
"cleanup": "refactor.md",
"test": "test.md",
"testing": "test.md",
"performance": "performance.md",
"optimization": "performance.md",
"security": "security.md"
}
# ----------------------
# Available tools for LLM
# -----------------------
async def cricket_source(mode: str, want: str) -> str:
"""Fetches whole html from source url then extracts html container that contains necessary details"""
if mode == "live":
url = f"{BASE_CRICKET_URL}/cricket-match/live-scores"
elif mode == 'upcomming':
url = f"{BASE_CRICKET_URL}/cricket-match/live-scores/upcoming-matches"
else:
error = f"Not Implemented: Currently there's no implementation to handle {mode}. Only handels live, upcomming"
return json.dumps({"error": error})
try:
async with httpx.AsyncClient(timeout= 10.0) as client:
response = await client.get(url= url)
response.raise_for_status() # if ain't 2xx it will raise HTTP error
except httpx.HTTPError as e:
return json.dumps({'error': str(e)})
except Exception as e:
return json.dumps({'error': str(e)})
if response:
# convert htmldoc content to proper html form using bs
html = BeautifulSoup(response.content, "html.parser")
# find where the content is
container = html.find("div", class_= 'cb-col cb-col-100 cb-rank-tabs')
if mode in ['live', 'upcomming'] and want == "text":
text = container.get_text(separator=" ", strip= True)
return json.dumps({"output": str(text)})
elif mode == 'live' and want == 'herf':
herfs_list = container.find_all("a", class_ = "cb-text-link cb-mtch-lnks")
herfs_string = ",".join(str(tag) for tag in herfs_list)
return json.dumps({"output": herfs_string})
else:
return json.dumps({"error": f"Not Implemented for {mode} with {want}"})
else:
return json.dumps({"error": "No Available details right now!"})
@mcp.tool()
async def fetch_cricket_details(mode: Literal["live", "upcomming"])-> str:
""" Get cricket Live or Upcomming match details
Args:
mode : Either "live" or "upcomming"
"""
response = await cricket_source(mode.strip().lower(), want= 'text')
return response
@mcp.tool()
async def live_cricket_scorecard_herf()-> str:
"""String of comma separated anchor tags contains herf attributes that pointing to live cricket scorecards """
response = await cricket_source('live', 'herf')
return response
@mcp.tool()
async def live_cricket_scorecard(herf: str)-> str:
"""Live cricket match scorecard details for given herf.
(e.g, herf = "/live-cricket-scorecard/119495/cd-vs-hbh-7th-match-global-super-league-2025")
Args:
herf: live cricket match scorecard endpoint
"""
scorecard_url = f"{BASE_CRICKET_URL}{herf}"
try:
async with httpx.AsyncClient(timeout= 10.0) as client:
response = await client.get(url = scorecard_url)
response.raise_for_status()
except httpx.HTTPError as e:
return json.dumps({"error": str(e)})
except Exception as e:
return json.dumps({'error': str(e)})
# extract html container
if response:
html = BeautifulSoup(response.content, "html.parser")
live_scorecard = html.find("div", timeout = "30000")
details = live_scorecard.get_text(separator=" ", strip=True)
return json.dumps({'output': str(details)})
else:
return json.dumps({'error': "No Available details right now"})
@mcp.tool()
async def analyze_file_changes(
base_branch: str = "main",
include_diff: bool = True,
max_diff_lines: int = 400,
working_directory: Optional[str] = None
) -> str:
"""Get the full diff and list of changed files in the current git repository.
Args:
base_branch: Base branch to compare against (default: main)
include_diff: Include the full diff content (default: true)
max_diff_lines: Maximum number of diff lines to include (default: 400)
working_directory: Directory to run git commands in (default: current directory)
"""
try:
# Try to get working directory from roots first
if working_directory is None:
try:
context = mcp.get_context()
roots_result = await context.session.list_roots()
# Get the first root - Claude Code sets this to the CWD
root = roots_result.roots[0]
# FileUrl object has a .path property that gives us the path directly
working_directory = root.uri.path
except Exception:
# If we can't get roots, fall back to current directory
pass
# Use provided working directory or current directory
cwd = working_directory if working_directory else os.getcwd()
# Debug output
debug_info = {
"provided_working_directory": working_directory,
"actual_cwd": cwd,
"server_process_cwd": os.getcwd(),
"server_file_location": str(Path(__file__).parent),
"roots_check": None
}
# Add roots debug info
try:
context = mcp.get_context()
roots_result = await context.session.list_roots()
debug_info["roots_check"] = {
"found": True,
"count": len(roots_result.roots),
"roots": [str(root.uri) for root in roots_result.roots]
}
except Exception as e:
debug_info["roots_check"] = {
"found": False,
"error": str(e)
}
# Get list of changed files
files_result = subprocess.run(
["git", "diff", "--name-status", f"{base_branch}...HEAD"],
capture_output=True,
text=True,
check=True,
cwd=cwd
)
# Get diff statistics
stat_result = subprocess.run(
["git", "diff", "--stat", f"{base_branch}...HEAD"],
capture_output=True,
text=True,
cwd=cwd
)
# Get the actual diff if requested
diff_content = ""
truncated = False
if include_diff:
diff_result = subprocess.run(
["git", "diff", f"{base_branch}...HEAD"],
capture_output=True,
text=True,
cwd=cwd
)
diff_lines = diff_result.stdout.split('\n')
# Check if we need to truncate
if len(diff_lines) > max_diff_lines:
diff_content = '\n'.join(diff_lines[:max_diff_lines])
diff_content += f"\n\n... Output truncated. Showing {max_diff_lines} of {len(diff_lines)} lines ..."
diff_content += "\n... Use max_diff_lines parameter to see more ..."
truncated = True
else:
diff_content = diff_result.stdout
# Get commit messages for context
commits_result = subprocess.run(
["git", "log", "--oneline", f"{base_branch}..HEAD"],
capture_output=True,
text=True,
cwd=cwd
)
analysis = {
"base_branch": base_branch,
"files_changed": files_result.stdout,
"statistics": stat_result.stdout,
"commits": commits_result.stdout,
"diff": diff_content if include_diff else "Diff not included (set include_diff=true to see full diff)",
"truncated": truncated,
"total_diff_lines": len(diff_lines) if include_diff else 0,
"_debug": debug_info
}
return json.dumps(analysis, indent=2)
except subprocess.CalledProcessError as e:
return json.dumps({"error": f"Git error: {e.stderr}"})
except Exception as e:
return json.dumps({"error": str(e)})
@mcp.tool()
async def get_pr_templates() -> str:
"""List available PR templates with their content."""
templates = [
{
"filename": filename,
"type": template_type,
"content": (TEMPLATES_DIR / filename).read_text()
}
for filename, template_type in DEFAULT_TEMPLATES.items()
]
return json.dumps(templates, indent=2)
@mcp.tool()
async def suggest_template(changes_summary: str, change_type: str) -> str:
"""Let LLM analyze the changes and suggest the most appropriate PR template.
Args:
changes_summary: Your analysis of what the changes do
change_type: The type of change you've identified (bug, feature, docs, refactor, test, etc.)
"""
# Get available templates
templates_response = await get_pr_templates()
templates = json.loads(templates_response)
# Find matching template
template_file = TYPE_MAPPING.get(change_type.lower(), "feature.md")
selected_template = next(
(t for t in templates if t["filename"] == template_file),
templates[0] # Default to first template if no match
)
suggestion = {
"recommended_template": selected_template,
"reasoning": f"Based on your analysis: '{changes_summary}', this appears to be a {change_type} change.",
"template_content": selected_template["content"],
"usage_hint": "LLM can help you fill out this template based on the specific changes in your PR."
}
return json.dumps(suggestion, indent=2)
if __name__ == "__main__":
logger.info("multitools-server is started πππ")
mcp.run(transport = 'stdio') |