Data Science & ML MCP Servers

Llm-Experimentations

Explores the capabilities of Large Language Models through various experiments using ChatGPT and French IGN APIs.

Couchbase by CData

Enables querying of live Couchbase data from LLMs like Claude Desktop using natural language through a read-only Model Context Protocol (MCP) server.

Salesforce Marketing by CData

Enables connection to Salesforce Marketing data from Claude Desktop using CData JDBC Drivers.

MongoDB

Enables AI systems to manage MongoDB databases, including creating, querying, and manipulating data through a standardized interface.

Vertex AI Retail Search

Exposes Google Cloud's Vertex AI Search for Commerce as an AI agent tool, facilitating natural language product queries.

Memory Tracker

Provides persistent memory capabilities for AI assistants using OpenAI's vector stores, enabling them to save and search through memories across conversations.

AIE7 Session

Establishes an MCP server leveraging the Tavily API for robust web search functionalities.

GitHub Analyzer

Enables AI assistants to analyze and read GitHub repositories, facilitating code analysis, repository exploration, and understanding project structures.

SimPy Queue Simulation

Facilitates comprehensive simulation and analysis of M/M/1 and M/M/c queuing systems through a Model Context Protocol server.

Intelligent AI Core

Empower AI systems with persistent memory, semantic understanding, and advanced task execution capabilities.

Guardrails

Provides a robust security layer for AI agents and code, implementing comprehensive input validation, output filtering, policy enforcement, audit logging, and rate limiting.

Quark

Enhances the operating system clipboard by fixing common issues, synchronizing content across devices, and providing direct access to local AI models.

CrunchTools Gemini

Offers a secure server for Google Gemini AI, providing 39 tools for multimodal AI tasks including image generation, document analysis, code execution, and research.

RemotoList

Integrates Claude Desktop with an AI-powered semantic search engine for finding tech talent using natural language queries.

Copilot Context Management

Provides local codebase indexing, impact analysis, and context management capabilities exposed as an MCP server over SSE.

Strale

Provides a trusted capability marketplace for AI agents to access verified tools and data without direct integrations.

AdMob

Provides a conversational interface for Google AdMob API data via a local Model Context Protocol server.

Investment Alternative Data

Synthesize a broad range of alternative investment data, including institutional holdings, congressional trades, and economic indicators, into actionable intelligence for financial analysis.

Property Comps

Provides AI agents with access to 4.2 million property transaction records from 11 global markets for comparable sales analysis.

TikTok Trends

Provides live TikTok hashtag trend data to AI assistants, enabling the detection of viral spikes and emerging trends.