Data Science & ML MCP Servers

Grok AI Image Generator

Connects to the xAI/Grok image generation API, providing endpoints for text and image analysis using Grok models.

Gemini Server

Enables AI assistants to interact with Google's Gemini API using the Model Context Protocol.

Hex2Dec

Converts between hexadecimal and decimal numbers to mitigate language model hallucinations.

Csv Files

Exposes CSV files as relational SQL models for querying by Large Language Models using natural language.

Mailchimp by CData

Enables querying live Mailchimp data using natural language questions within LLMs like Claude Desktop.

TerminusAI

Executes terminal commands on local or remote hosts via SSH, featuring session persistence and environment variable support for efficient workflows.

Vertex

Provides AI agents with a high-performance Model Context Protocol (MCP) server, enabling deterministic solutions for Linear Programming, Scheduling, VRP, and Supply Chain Optimization.

Gravitas Core

Orchestrates a Python-native autonomous AI control plane and MCP server, providing a persistent execution core for intelligent agents with advanced state management, memory, and environmental interaction to enable scalable AI-driven workflows.

Code Review Analyst

Analyzes pull requests using Gemini AI to provide structured findings, release risk assessments, and targeted patch suggestions.

GetProspect

Integrates GetProspect with the Model Context Protocol for enhanced lead generation capabilities.

InfoMesh

Provides a fully decentralized, P2P, and free web search engine specifically designed for Large Language Models (LLMs) without the need for API keys or billing.

Sovereign Debt Crisis

Monitors key financial indicators to detect and analyze sovereign debt crisis risks.

Guardian Engine

Verifies AI-generated recipes against master recipes, catching errors like incorrect ingredients, impossible steps, and hallucinated temperatures.

Sensegrep

Perform semantic and structural code search for AI-native development by understanding code meaning rather than just text patterns.

HippoDid

Connects AI clients like Claude Desktop to persistent, cloud-based memory for AI characters.

Digital Scribe

Facilitates high-integrity ingestion and preservation of historical artifacts using the Model Context Protocol.

Mycelium

Applies bio-inspired ecosystem simulations to filter embedding vectors and text, classifying knowledge quality based on social dynamics.

Aarna

Provides AI agents with access to 138 Aarna API endpoints, enabling programmatic interaction with the Aarna vault.

AWP

Empower AI assistants with native access to the Agent Web Protocol specification, validation, and generation tools.

JSON Data Tools

Offers robust JSON and data manipulation capabilities, including validation, schema comparison, transformation, and format conversions for AI agents.