Python sandboxes for llms

An MCP server that executes Python code in isolated rootless containers with optional MCP server proxying. Implementation of Anthropic's and Cloudflare's ideas for reducing MCP tool definitions context bloat.

Adaptive Python web scraping toolkit + MCP server for AI agents. Self-healing selectors that survive site changes, TLS-fingerprint stealth to bypass anti-bot filters, CSS/XPath parsing, and 24 built-in scrapers, clean, structured, LLM-ready data from any URL.

Servidor MCP fiscal brasileiro: CNPJ, NF-e, NFS-e, CT-e, SPED, eSocial, Simples Nacional, Reforma 2026. 44 tools, zero-cadastro, tabelas offline. Python.

MCP server to give llms such as Claude, GitHub Copilot etc full PowerBI model context (from input .pbix) through tools based on PBIXRay python package.

Model Context Protocol server that packages GDAL-style geospatial workflows through Python-native libraries (Rasterio, GeoPandas, PyProj, etc.) to give AI agents catalog discovery, metadata intelligence, and raster/vector processing with built-in reasoning guidance and reference resources.

Zero-config entity resolution feeding a durable identity layer: messy records from any source become stable golden entities, a Customer 360 with provenance, merge/split and audit. Fellegi-Sunter beats hand-tuned Splink. Arrow-native/Rust, 250M rows in 11.2 min. Python + edge TypeScript (WASM), SQL-native in Postgres & DuckDB, 97 MCP tools + REST.

MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

MCP server that gives agents Yahoo Finance data and charts.

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

This project provides an Interactive Brokers (IB) API interface using the Model Context Protocol (MCP).

Apache IoTDB MCP Server

A Model Context Protocol (MCP) server that converts various file formats to Markdown using the MarkItDown utility.

MCP Server para 70 APIs públicas brasileiras

🦜✨ Chat system, MCP server, and reusable components to improve LLMs capabilities when generating SPARQL queries

The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.

Community plugin to control Blender 3D with any LLM of your choice

Alfanous is an Arabic search engine API provides the simple and advanced search in Quran , more features and many interfaces...

MaverickMCP - Personal Stock Analysis MCP Server

Control and query Home Assistant from Claude and other LLMs — a Model Context Protocol (MCP) server.

MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.

MCP server for spatial transcriptomics analysis through natural language interfaces.

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works with the Model Context Protocol (MCP) to expose ERPNext functionality to any compatible Language Model