Data Science & ML MCP Servers

Meilisearch

Enables large language models to access Meilisearch's search capabilities via the Model Context Protocol.

Zerodha

Enables buying and selling stocks on a stock exchange.

Flash Cards

Manages flash card projects using OpenAI embeddings and SQLite for semantic search and storage.

RepoTools

Empowers developers with a comprehensive, AI-driven toolkit accessible directly in their browser via a Chrome extension and robust local server.

WinForm Server

Provides a comprehensive Model Context Protocol (MCP) server application demo built with Windows Forms, integrating LLM API calls, a modern chat interface, and tool management.

LM Studio

Integrates a secure Python sandbox with a Gradio web UI to facilitate tool-based code execution for Large Language Models.

Expense Tracker

Enables AI assistants like Claude to manage personal expenses and finances through natural language conversation.

Data Planning Agent

Transforms high-level business intents into structured Data Product Requirement Prompts through AI-powered conversational refinement.

Droit Français

Provides a unified interface to query public French legal APIs, offering access to legislation, jurisprudence, and official documents for integration with large language models.

Weights and Measures

Enables AI assistants to perform accurate unit conversions and access comprehensive reference tables for various measurement systems.

Bybit Announcements

Enables AI agents to efficiently fetch, track, and act on Bybit cryptocurrency exchange announcements.

Flux Protocol

Enable AI models to seamlessly interact with any external service or data source through a unified connectivity layer.

CveTracer

Analyzes Maven project dependencies for vulnerabilities by integrating authoritative data sources and empowering AI assistants.

ForgeSyte

Orchestrates pluggable AI-vision modules for precise and extensible image analysis workflows.

Hexo Blog RAG

Transforms a Hexo blog into a personalized knowledge base for large language models, enabling direct access and semantic search of blog content via the Model Context Protocol.

Bowman Prospects

Classifies Bowman Prospects Baseball cards to assess their current and future market value using image recognition, player statistics, and pricing data.

Epstein Exposed

Provides AI agents with programmatic access to the Epstein Exposed public API.

Gnosis

Transform documents into a searchable knowledge base, easily ingest and serve data for AI agents.

Ad Tech

Leverage 10 production-grade multi-agent Model Context Protocol (MCP) servers for advanced advertising technology, integrating sophisticated machine learning algorithms and LLM reasoning.

Zx

Provides a structured Z80 instruction reference dataset to AI agents and development tools.