Data Science & ML MCP Servers

Postgres

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

Django Firebase

Facilitates seamless interaction for AI agents with Firebase services through a standardized Model Context Protocol server.

Jina AI

Converts web pages into Markdown format, optimized for large language models.

Brainrot

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

Go JQ

Query JSON data using jq syntax, operating as both an MCP server and a standalone command-line tool.

USASpending

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

MetaTrader 5 for ChatGPT Desktop

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

Markdown Notes

Empowers AI assistants with tools to create, read, update, delete, and organize Markdown notes.

Chess

Play chess through conversation with an interactive board widget directly within ChatGPT.

STDF

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

FIO Bank

Enables AI assistants to access FIO Bank account transactions and financial data through a Model Context Protocol (MCP) server.

Perfecto

Enables AI agents and chatbots to manage and automate comprehensive testing workflows on Perfecto's cloud-based platform.

Ambi

Establishes a shared, local memory for AI assistants, automatically capturing ambient context from your environment to ensure consistent understanding.

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.

Reftrix

Aggregates web design patterns into a searchable knowledge base for comprehensive layout analysis, motion detection, and quality evaluation.

Harbor

Provides a unified context protocol for AI agents, enabling shared memory, data normalization, and intelligent curation across different models and sessions.

JSONDB Cloud

Connect AI agents to your JSON database, enabling natural language data creation, querying, and management.

Agent Orchestrator

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

Datagovma

Enables AI clients to discover datasets, resources, organizations, and groups from Morocco's data.gov.ma open data portal through a standardized Model Context Protocol (MCP) server.