Data Science & ML MCP Servers

DynamoDB Read-Only

Enables querying of AWS DynamoDB databases using natural language requests via the Model Context Protocol (MCP).

Go JQ

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

Rusty Memory

Provides a minimal, local-first Rust vector-memory server for AI agents, integrating seamlessly with Qdrant and Ollama.

Chess UCI

Interfaces with UCI chess engines like Stockfish to provide chess analysis and move generation.

FIO Bank

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

Fgbio

Wraps fgbio bioinformatics tools, enabling their deployment as modular MCP servers.

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.

Perfecto

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

Evo Supergateway

Interfaces with the Evolution API by setting up an stdio MCP server and exposing it as a server-sent events (SSE) endpoint.

LangChain Multi-Server

Integrates LangChain agents with diverse real-time data servers for intelligent tool calling, automated data storage, and secure AI-driven workflows.

GIMP

Integrates GIMP 3 with the Model Context Protocol, enabling external AI models and applications to remotely control the image manipulation program.

USASpending

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

Ai

Leverages AI models and resource sets for tasks like semantic search, relationship extraction, and context-aware question answering.

Python Scripting

Execute local Python code, enabling calls to other tools and bridging diverse systems for robust automation.

AI Tool Platform

Facilitates the creation and deployment of AI-powered tools and agent-based chat systems through a modular, open-source framework.

Brainrot

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

MetaTrader 5 for ChatGPT Desktop

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

Postgres

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

Skill Router

Provides AI agents with on-demand access to specialized skills through semantic matching, optimizing LLM context usage.