Data Science & ML MCP Servers

CheerLights

Enables AI tools to interact with the CheerLights API for real-time color data.

Model Context Protocol Servers

Provides a collection of specialized Model Context Protocol (MCP) servers for diverse use cases.

Ibm Informix by CData

Enables connection to IBM Informix data from Claude Desktop through CData JDBC Drivers using a read-only Model Context Protocol (MCP) server.

Lichtblick

Provides clarity and a new perspective on learning the German language through an AI-powered approach.

Upbit

Enables interaction with the Upbit cryptocurrency exchange API for real-time market data, account management, and automated trading via Server-Sent Events (SSE).

CodeToPrompt

Exposes the codetoprompt library through the Model Context Protocol (MCP), enabling LLM agents to programmatically generate prompts and analyze code.

CodeNavigator

Provides comprehensive code analysis, navigation, and quality assessment across over 25 programming languages for various development workflows.

AI Support Desk

Provides intelligent AI-driven customer support capabilities by leveraging the Model Context Protocol.

ScreenPal Video Transcriber

Transcribe ScreenPal videos using local AI models, generating comprehensive audio transcripts and visual descriptions without cloud dependencies.

GraphRAG

Delivers graph-powered semantic search over civic consultation datasets for Large Language Models via a Model Context Protocol server.

LLM Tools

Empowers AI to autonomously select and invoke diverse tools, facilitating automation from simple calculations to complex knowledge graph analysis using large language model function calling.

Agent Framework

Orchestrates AI agents at scale, enabling seamless context sharing, communication, and integration for enhanced collaboration.

Slack CLI

Exposes a Docker-wrapped Slack server as a command-line interface, enabling token-efficient interaction for large language model agents.

ITaK

Builds modular, self-healing AI agents combining advanced memory, multi-channel connectivity, and autonomous task execution.

ChemCP

Renders interactive 2D molecular structure diagrams from SMILES notation using RDKit.js, directly within a chat interface.

Image Tiler

Tiles large images and screenshots to prevent LLM vision downscaling, ensuring every detail is visible to models like Claude, GPT-4o, and Gemini.

Reflexive Thematic Analysis

Augments qualitative coding for Braun & Clarke's Reflexive Thematic Analysis, enabling structured AI-assisted interpretation while preserving researcher authority.

Binance AI Trader

Empower AI assistants to execute trades, retrieve real-time market data, and generate technical analysis on Binance Spot and Futures markets.

Wisegit

Extracts decision intent from git history to protect intentional code from AI modification by generating decision manifests.

DeFi Yield Scanner

Offers real-time DeFi analytics including token risk analysis, yield scanning, and wallet exposure checking for AI agents.