Data Science & ML MCP Servers

Alpaca

Enables natural language trading operations by connecting AI assistants to Alpaca's Trading API.

Chromium Commits

Queries the latest commit information for specified files within the Chromium repository.

Simulacrum

Empowers AI systems with advanced mathematical modeling, system dynamics simulation, and chaos analysis to understand and predict complex real-world phenomena.

Agent Memory

Manages comprehensive memory for AI agents, implementing episodic, semantic, and procedural memory with automatic consolidation, intelligent decay, and hierarchical retrieval.

AgenticLedger Google Sheets

Provides a robust server for the AgenticLedger AI Agent Platform, integrating comprehensive Google Sheets capabilities for data management, automation, and reporting.

Google Campaign Manager 360

Enables large language models to query live Google Campaign Manager 360 data using natural language.

Codex CLI

Wraps OpenAI's Codex CLI with Ollama backend support, enabling agentic coding tasks to be routed through local or remote models.

AI Managed Shopping List

Enables an AI language model to manage a PostgreSQL database for shopping lists through natural language commands.

Colorado DWR

Facilitates AI models in accessing Colorado Division of Water Resources data, rights, permits, and administrative information through a REST API.

Mingmai

Provides a headless integrated development environment for AI agents.

Salesforce

Enables interaction with the Salesforce REST API using the Model Context Protocol.

Bybit AI Trader

Provides an interactive AI trading assistant for Bybit, offering real-time market analysis and post-confirmation trade execution.

Model Context Provider

Provides a server for managing model context during development and learning.

Model-Context-Protocol

Provides a basic implementation of a Model Context Protocol server for educational purposes.

Arke

Provides AI assistants with semantic search capabilities across the Arke Institute's extensive NARA archives and presidential libraries.

Seamless Sign-ups by Pallavi

Automates user sign-ups and data management through an intelligent, conversational AI interface.

Strava Integration

Integrates Strava API with the Model Context Protocol SDK for training analysis and recommendations.

CData Google Contacts

Enables Large Language Models (LLMs) to query live Google Contacts data via a Model Context Protocol (MCP) interface.

Empe EVDI Issuer

Enables AI agents to issue and manage verifiable credentials within a Self-Sovereign Identity (SSI) ecosystem.

FastAPI Integration

Wraps a FastAPI application as an MCP server, enabling its endpoints to be called as tools directly via Gemini CLI.