Data Science & ML MCP Servers

Postgres

Provides read-only access to PostgreSQL databases for Large Language Models, enabling schema inspection and query execution.

LlamaIndex SQLite Bridge

Integrates Model Context Protocol (MCP) servers with SQLite databases, enabling natural language interactions via LlamaIndex and Ollama-powered clients.

Brainrot

Provides persistent memory and context management for AI coding assistants, eliminating repetitive explanations and lost information.

HexStrike AI

Provides remote network access to HexStrike AI's extensive suite of 150+ security tools for AI agents without requiring local client files.

TinyDB EMCiPi

Provides a TinyDB-backed MCP server that offers drop-in long-term memory for chatbots and small-context LLM applications.

USASpending

Researches federal contract awards and analyzes the competitive landscape using the USASpending.gov API.

LexLink

Integrates the Korean National Law Information API to provide structured access to laws, precedents, and legal interpretations for AI agents and LLM applications.

MetaTrader 5 for ChatGPT Desktop

Connects ChatGPT with MetaTrader 5, enabling AI-driven execution of trading operations and comprehensive market analysis.

Sammelsurium

Integrates diverse information retrieval tools, including web search, Wikipedia, weather, and calendar access, to enhance local language models with up-to-date data.

STDF

Enables Large Language Models to efficiently access, analyze, and extract information from STDF-V4 files used in semiconductor testing.

Blender

Empower Blender as a powerful server to control numerous tools via API for AI-driven 3D workflows and automation.

Sandbox

Isolate processes with OS-native filesystem and network controls, offering a lightweight security solution without containers or virtual machines.

SQL Bridge

Enables AI assistants to interact with MySQL databases using natural language queries via the Model Context Protocol.

MinerU

Converts PDF documents into Markdown format using the MinerU API, functioning as a Model Context Protocol server for agent-based workflows.

Ragchat

Integrate RAG-powered AI chat into any website with a local, zero-cloud dependency server.

Beodata

Provides agentic AI models with structured access to the complete Old English text of Beowulf, including its dictionary and linguistic annotations, via an MCP server.

Agent Safety

Provides a unified safety layer for AI agents, integrating cost management, prompt injection scanning, and decision tracing capabilities through an MCP server.

Homecastr

Generates probabilistic home value forecasts for any US address, providing forward-looking price predictions with confidence bands.

Service Public France Data

Provides comprehensive access to a vast array of French public administration and socio-economic data through a Model Context Protocol server.

Agent Orchestrator

Orchestrates local agentic AI systems by connecting a FastMCP Python server with a LangGraph orchestrator and Ollama.