Data Science & ML MCP Servers

Exa

Enables AI assistants like Claude to perform web searches using the Exa AI Search API.

LanceDB Node

Enables vector similarity search using LanceDB and custom embedding functions within a Node.js environment.

Anti-Bullshit

Detects manipulation, validates sources, and analyzes claims using multiple epistemological frameworks.

IQA Server

Assess image quality through a server providing various analysis tools.

Perplexity

Provides Model Context Protocol (MCP) server implementations for interacting with Perplexity AI models.

Reputation Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

News

Enables AI assistants to search articles, get headlines, and browse news sources via the NewsAPI.

Multilingual Translator

Provides real-time multilingual text and audio translation using AI, supporting over 20 languages through a modular server design.

Act CRM by CData

Enables AI clients to query live Act CRM data via a Model Context Protocol interface, leveraging CData JDBC Drivers.

Avalara AvaTax

Enables querying of Avalara AvaTax data from large language models through CData JDBC Drivers.

Weather Hello

Provides a minimal MCP tool server with weather and greeting functionalities, integrated with a LangChain agent for dynamic tool discovery.

Codebase

Analyzes application codebases with real-time file watching to provide deep insights for AI assistants.

Resume Chat

Facilitates AI-powered chat about personal resumes and enables email notifications, ideal for job interviews and demonstrating Model Context Protocol capabilities.

Productivity Agent

Generates daily task lists and time blocks through the power of custom AI agents.

ZepAI Memory Layer

Automatically converts FastAPI backend services into Model Context Protocol (MCP) tools and resources, acting as a flexible protocol adapter.

Magic

Exposes a remote MATLAB service for generating magic squares as an MCP server tool.

Chiro ERP

Automates the software development workflow by orchestrating GitHub issues through a multi-stage pipeline with specialized AI agents.

MySQL Tuner

Provides AI-powered performance analysis and tuning capabilities for MySQL databases.

ScrapeBadger

Enables AI agents to access comprehensive Twitter/X data, including user profiles, tweets, trends, and communities, via the Model Context Protocol.

Regulatory Arbitrage Detection

Detects regulatory arbitrage opportunities and risks across financial jurisdictions, identifying compliance gaps and cross-border regulatory mismatches.