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# SPDX-FileCopyrightText: 2025 GitHub
# SPDX-License-Identifier: MIT
import logging
logging.basicConfig(
level=logging.DEBUG,
format='%(asctime)s - %(levelname)s - %(message)s',
filename='logs/mcp_codeql_python.log',
filemode='a'
)
from seclab_taskflow_agent.mcp_servers.codeql.client import run_query, file_from_uri, list_src_files, _debug_log, search_in_src_archive
from pydantic import Field
#from mcp.server.fastmcp import FastMCP, Context
from fastmcp import FastMCP # use FastMCP 2.0
from pathlib import Path
import os
import csv
import json
from sqlalchemy import create_engine
from sqlalchemy.orm import Session
from .codeql_sqlite_models import Base, Source
MEMORY = Path(os.getenv('CODEQL_SQLITE_DIR', default='/app/my_data'))
mcp = FastMCP("CodeQL-Python")
CODEQL_DBS_BASE_PATH = Path(os.getenv('CODEQL_DBS_BASE_PATH', default='/workspaces/seclab-taskflow-agent/my_data'))
# tool name -> templated query lookup for supported languages
TEMPLATED_QUERY_PATHS = {
# to add a language, port the templated query pack and add its definition here
'python': {
'remote_sources': 'queries/mcp-python/remote_sources.ql'
}
}
def source_to_dict(result):
return {
"source_id": result.id,
"repo": result.repo,
"source_location": result.source_location,
"type": result.type,
"notes": result.notes
}
def _resolve_query_path(language: str, query: str) -> Path:
global TEMPLATED_QUERY_PATHS
if language not in TEMPLATED_QUERY_PATHS:
raise RuntimeError(f"Error: Language `{language}` not supported!")
query_path = TEMPLATED_QUERY_PATHS[language].get(query)
if not query_path:
raise RuntimeError(f"Error: query `{query}` not supported for `{language}`!")
return Path(query_path)
def _resolve_db_path(relative_db_path: str | Path):
global CODEQL_DBS_BASE_PATH
# path joins will return "/B" if "/A" / "////B" etc. as well
# not windows compatible and probably needs additional hardening
relative_db_path = str(relative_db_path).strip().lstrip('/')
relative_db_path = Path(relative_db_path)
absolute_path = CODEQL_DBS_BASE_PATH / relative_db_path
if not absolute_path.is_dir():
_debug_log(f"Database path not found: {absolute_path}")
raise RuntimeError(f"Error: Database not found at {absolute_path}!")
return str(absolute_path)
# This sqlite database is specifically made for CodeQL for Python MCP.
class CodeqlSqliteBackend:
def __init__(self, memcache_state_dir: str):
self.memcache_state_dir = memcache_state_dir
self.location_pattern = r'^([a-zA-Z]+)(:\d+){4}$'
if not Path(self.memcache_state_dir).exists():
db_dir = 'sqlite://'
else:
db_dir = f'sqlite:///{self.memcache_state_dir}/codeql_sqlite.db'
self.engine = create_engine(db_dir, echo=False)
Base.metadata.create_all(self.engine, tables=[Source.__table__])
def store_new_source(self, repo, source_location, type, notes, update = False):
with Session(self.engine) as session:
existing = session.query(Source).filter_by(repo = repo, source_location = source_location).first()
if existing:
existing.notes = (existing.notes or "") + notes
session.commit()
return f"Updated notes for source at {source_location} in {repo}."
else:
if update:
return f"No source exists at repo {repo}, location {source_location}"
new_source = Source(repo = repo, source_location = source_location, type = type, notes = notes)
session.add(new_source)
session.commit()
return f"Added new source for {source_location} in {repo}."
def get_sources(self, repo):
with Session(self.engine) as session:
results = session.query(Source).filter_by(repo=repo).all()
sources = [source_to_dict(source) for source in results]
return sources
# our query result format is: "human readable template {val0} {val1},'key0,key1',val0,val1"
def _csv_parse(raw):
results = []
reader = csv.reader(raw.strip().splitlines())
try:
for i, row in enumerate(reader):
if i == 0:
continue
# col1 has what we care about, but offer flexibility
keys = row[1].split(',')
this_obj = {'description': row[0].format(*row[2:])}
for j, k in enumerate(keys):
this_obj[k.strip()] = row[j + 2]
results.append(this_obj)
except (csv.Error, IndexError, ValueError) as e:
return ["Error: CSV parsing error: " + str(e)]
return results
def _run_query(query_name: str, database_path: str, language: str, template_values: dict):
"""Run a CodeQL query and return the results"""
try:
database_path = _resolve_db_path(database_path)
except RuntimeError:
return f"The database path for {database_path} could not be resolved"
try:
query_path = _resolve_query_path(language, query_name)
except RuntimeError:
return f"The query {query_name} is not supported for language: {language}"
try:
csv = run_query(Path(__file__).parent.resolve() /
query_path,
database_path,
fmt='csv',
template_values=template_values,
log_stderr=True)
return _csv_parse(csv)
except Exception as e:
return f"The query {query_name} encountered an error: {e}"
def _get_file_contents(db: str | Path, uri: str):
"""Retrieve file contents from a CodeQL database"""
db = Path(db)
return file_from_uri(uri, db)
backend = CodeqlSqliteBackend(MEMORY)
@mcp.tool()
def remote_sources(owner: str, repo: str,
database_path: str = Field(description="The CodeQL database path."),
language: str = Field(description="The language used for the CodeQL database.")):
"""List all remote sources and their locations in a CodeQL database, then store the results in a database."""
repo = f"{owner}/{repo}"
results = _run_query('remote_sources', database_path, language, {})
# Check if results is an error (list of strings) or valid data (list of dicts)
if isinstance(results, str):
return f"Error: {results}"
if results and isinstance(results[0], str):
return f"Error: {results[0]}"
# Store each result as a source
stored_count = 0
for result in results:
backend.store_new_source(
repo=repo,
source_location=result.get('location', ''),
type=result.get('source', ''),
notes='', #result.get('description', ''),
update=False
)
stored_count += 1
return f"Stored {stored_count} remote sources in {repo}."
@mcp.tool()
def fetch_sources(owner: str, repo: str):
"""
Fetch all sources from the repo
"""
repo = f"{owner}/{repo}"
return json.dumps(backend.get_sources(repo))
@mcp.tool()
def add_source_notes(owner: str, repo: str,
database_path: str = Field(description="The CodeQL database path."),
source_location: str = Field(description="The path to the file and column info that contains the source"),
notes: str = Field(description="The notes to append to this source", default="")):
"""
Add new notes to an existing source. The notes will be appended to any existing notes.
"""
repo = f"{owner}/{repo}"
try:
database_path = _resolve_db_path(database_path)
except RuntimeError:
return f"The database path for {database_path} could not be resolved"
return backend.store_new_source(repo, source_location, "", notes, update=True)
@mcp.tool()
def clear_codeql_repo(owner: str, repo: str):
"""
Clear all data for a given repo from the database
"""
repo = f"{owner}/{repo}"
with Session(backend.engine) as session:
deleted_sources = session.query(Source).filter_by(repo=repo).delete()
# deleted_apps = session.query(Application).filter_by(repo=repo).delete()
session.commit()
return f"Cleared {deleted_sources} sources from repo {repo}."
@mcp.tool()
def get_file_contents(
file_uri: str = Field(description="The file URI to get contents for. The URI scheme is defined as `file://path` and `file://path:region`. Examples of file URI: `file:///path/to/file:1:2:3:4`, `file:///path/to/file`. File URIs optionally contain a region definition that looks like `start_line:start_column:end_line:end_column` which will limit the contents returned to the specified region, for example `file:///path/to/file:1:2:3:4` indicates a file region of `1:2:3:4` which would return the content of the file starting at line 1, column 1 and ending at line 3 column 4. Line and column indices are 1-based, meaning line and column values start at 1. If the region is omitted the full contents of the file will be returned, for example `file:///path/to/file` returns the full contents of `/path/to/file`."),
database_path: str = Field(description="The path to the CodeQL database.")):
"""Get the contents of a file URI from a CodeQL database path."""
database_path = _resolve_db_path(database_path)
try:
# fix up any incorrectly formatted relative path uri
if not file_uri.startswith('file:///'):
if file_uri.startswith('file://'):
file_uri = file_uri[len('file://'):]
file_uri = 'file:///' + file_uri.lstrip('/')
results = _get_file_contents(database_path, file_uri)
except Exception as e:
results = f"Error: could not retrieve {file_uri}: {e}"
return results
@mcp.tool()
def list_source_files(database_path: str = Field(description="The path to the CodeQL database."),
regex_filter: str = Field(description="Optional Regex filter.", default = r'[\s\S]+')):
"""List the available source files in a CodeQL database using their file:// URI"""
database_path = _resolve_db_path(database_path)
results = list_src_files(database_path, as_uri=True)
return json.dumps([{'uri': item} for item in results if re.search(regex_filter, item)], indent=2)
@mcp.tool()
def search_in_source_code(database_path: str = Field(description="The path to the CodeQL database."),
search_term: str = Field(description="The term to search in the source code")):
"""
Search for a string in the source code. Returns the line number and file.
"""
resolved_database_path = _resolve_db_path(database_path)
results = search_in_src_archive(resolved_database_path, search_term)
out = []
if isinstance(results, dict):
for k,v in results.items():
out.append({"database" : database_path, "path" : k, "lines" : v})
return json.dumps(out, indent = 2)
if __name__ == "__main__":
mcp.run(show_banner=False, transport="http", host="127.0.0.1", port=9998)