MCP Observatory
1m ago Tracked 26,550 Last 1m ago 24h 1,898
github Python analyzed b0fae0b

ChrisGVE/localdata-mcp

github

MCP server giving LLM agents access to databases, files, graphs, and a full data science toolkit — 52 tools across 13 database types and 20+ file formats

maintainer
ChrisGVE
license
Apache-2.0
first seen
2026-07-20
last seen
2026-07-21
releases · 30d
0
short id

Drift inferred · capture-to-capture

  1. HIGH code analysis flagged dynamic code execution ×5 in ChrisGVE/localdata-mcp
  2. HIGH code analysis flagged dynamic code execution ×4 in ChrisGVE/localdata-mcp
capabilities 1 tools
transport stdio · http counts 1 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • get_metrics
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit b0fae0b · analyzer v28 · 2h ago

skills & prompt files 18

danger signals5

code evidence vv2.0.0 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 516

filesystem 24

  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/auth_manager.py :5 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/compatibility_manager.py :13 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/config_manager/loaders.py :5 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/config_paths.py :12 import shutil
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/disk_monitor.py :4 import shutil
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/file_processor/processors.py :138 with open(self.file_path, "r", encoding="utf-8") as f:
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/file_processor/sources_excel_json.py :182 with open(self.file_path, "rb") as f:
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/file_processor/sources_tabular.py :82 with open(self.file_path, "r", encoding="utf-8") as f:
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/localdata_mcp.py :23 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/logging_manager/config.py :6 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/mermaid_parser.py :256 with open(file_path, "r", encoding="utf-8") as fh:
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/oracle_support.py :5 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/comparison.py :9 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/models.py :9 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/reporting.py :36 with open(results_file, "w") as f:
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/suite.py :9 import shutil
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/pipeline/input.py :16 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/pipeline/integration/error_recovery/_rollback_manager.py :8 import shutil
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/server/cli.py :6 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/server/database_manager.py :12 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/server/query_execution.py :13 import shutil
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/staging_manager.py :5 import shutil
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/streaming/sources.py :8 from pathlib import Path
  • fs ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/tree_parsers.py :91 with open(file_path, "r", encoding="utf-8") as fh:

network 1

  • net ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/sparql_endpoint.py :9 from urllib.parse import urlparse

database 35

  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/_explain_parsers.py :13 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/blob_handler.py :43 from sqlalchemy.types import LargeBinary
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/connection_manager/engine_factory.py :11 from sqlalchemy import create_engine, event
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/connection_manager/health.py :11 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/connection_manager/manager.py :13 from sqlalchemy.engine import Engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/datascience_tools.py :14 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/file_processor/engine.py :10 from sqlalchemy import create_engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/geospatial_tools.py :22 from sqlalchemy.engine import Engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_edge_ops.py :10 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_manager.py :11 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_mutation_tools.py :10 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_properties.py :11 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_storage.py :15 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_tools.py :11 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/graph_validation.py :10 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/localdata_mcp.py :37 from sqlalchemy import create_engine, inspect, text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/mssql_support.py :47 from sqlalchemy import create_engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/optimization_tools.py :14 from sqlalchemy import inspect as sa_inspect
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/oracle_support.py :48 from sqlalchemy import create_engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/benchmarks.py :13 from sqlalchemy import create_engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/generators.py :9 from sqlalchemy import create_engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/performance_benchmarks/suite.py :17 from sqlalchemy import create_engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/pipeline/input.py :20 from sqlalchemy.engine import Engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/query_analyzer/analyzer.py :15 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/query_analyzer/estimation.py :12 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/sampling_tools.py :12 from sqlalchemy.engine import Engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/schema_export.py :48 from sqlalchemy import inspect as sa_inspect
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/server/database_manager.py :18 from sqlalchemy import create_engine, inspect, text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/size_estimator.py :121 from sqlalchemy import inspect as sa_inspect
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/streaming/sources.py :12 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/timeout_manager.py :18 from sqlalchemy.engine import Connection, Engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/tree_storage/manager.py :3 from sqlalchemy.engine import Engine
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/tree_storage/node_ops.py :6 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/tree_storage/property_ops.py :6 from sqlalchemy import text
  • db ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/tree_storage/schema.py :5 from sqlalchemy import text

tool registrations 1

  • get_metrics ChrisGVE-localdata-mcp-b0fae0b/src/localdata_mcp/localdata_mcp.py :292

declared dependencies 53

  • fastmcp@>=3.0.0
  • pandas@>=1.3.0
  • sqlalchemy@>=1.4.0
  • psycopg2-binary@*
  • mysql-connector-python@*
  • pyyaml@>=5.4.0
  • toml@>=0.10.0
  • psutil@>=5.8.0
  • tiktoken@>=0.5.0
  • pydantic@>=2.0.0
  • python-dotenv@>=1.0.0
  • openpyxl@>=3.0.0
  • defusedxml@>=0.7.0
  • xlrd@>=2.0.0
  • odfpy@>=1.4.0
  • pyarrow@>=10.0.0
  • lxml@>=4.6.0
  • numbers-parser@>=4.0.0
  • h5py@>=3.0.0
  • ijson@>=3.2.0
  • structlog@>=23.0.0
  • prometheus_client@>=0.17.0
  • python-json-logger@>=2.0.0
  • networkx@>=3.0
  • pydot@>=2.0.0
  • rdflib@>=7.0.0
  • SPARQLWrapper@>=2.0.0
  • scipy@>=1.9.0
  • scikit-learn@>=1.1.0
  • statsmodels@>=0.13.0
  • numpy@>=1.21.0
  • ruptures@>=1.1.0
  • geopandas@>=0.12.0
  • shapely@>=2.0.0
  • fiona@>=1.9.0
  • pyproj@>=3.4.0
  • pytest@>=6.0.0
  • pytest-cov@*
  • black@*
  • isort@*
  • flake8@*
  • mypy@*
  • pandas-stubs@*
  • types-toml@*
  • types-PyYAML@*
  • redis@>=6.0.0
  • elasticsearch@>=9.0.0
  • pymongo@>=4.0.0
  • influxdb-client@>=1.40.0
  • neo4j@>=5.0.0
  • couchdb@>=1.2.0
  • oracledb@>=2.0.0
  • pymssql@>=2.2.0