mcp-python-server / server.py
SURIAPRAKASH1
server -> bug fix
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from mcp.server.fastmcp import FastMCP
import httpx
from pathlib import Path
import subprocess
from typing import Any, Literal, Optional
from bs4 import BeautifulSoup
import logging, os, json, sys
from dotenv import load_dotenv
load_dotenv()
# -----------
# Logging
# ------------
logger = logging.getLogger(__name__)
logger.setLevel("DEBUG")
# formatter
fmt = logging.Formatter("%(asctime)s -- %(name)s -- %(levelname)s -- %(message)s")
# handler
file_handler = logging.FileHandler(filename= "multitools-server.log")
file_handler.setFormatter(fmt)
# add to logger
logger.addHandler(file_handler)
# -------------------------
# Initiating FastMCP server
# -------------------------
mcp = FastMCP("multitools-server")
# --------------
# Configuration
#---------------
BASE_CRICKET_URL = os.environ.get("BASE_CRICKET_URI", "False")
# PR template directory (shared across all modules)
TEMPLATES_DIR = Path(__file__).parent / "templates"
# 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"
logger.error(msg= error)
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 not 2xx it will raise HTTP error
except httpx.HTTPError as e:
logger.error("\n%s", e)
return json.dumps({'error': str(e)})
except Exception as e:
logger.error("\n%s", 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_live_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 (str): herf for scorescard 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:
logger.error("\n%s", e)
return json.dumps({"error": str(e)})
except Exception as e:
logger.error("\n%s", 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="\n", 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__":
print("multitools-server is running πŸš€πŸš€πŸš€", file = sys.stderr)
mcp.run(transport = 'stdio')