Data Science & ML MCP 서버

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.

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.

Ai Makerspace Event

Enables web search capabilities within an MCP environment using the Tavily API.

Avalara AvaTax

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

Topcoder

Provides core server-side functionalities to support Topcoder's AI and platform initiatives.

Codebase

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

Productivity Agent

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

AI Toolkit

Provides a production-ready server for integrating OpenAI models and custom tools with the Model Context Protocol.

Chiro ERP

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

Skill4Agent

Manages and provides access to AI skills through the Model Context Protocol (MCP) for seamless integration into AI conversation platforms.

Regulatory Arbitrage Detection

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

URDB

Integrate AI with real, sourced data on product integrity and enshittification events.

Credit Optimizer

Optimizes AI credit consumption for Manus AI agents, reducing operational costs by 30-75% without sacrificing quality.

Universal RAG

Indexes multiple internal code libraries and exposes them as distinct Model Context Protocol servers for AI assistants.

Google Sheets

Empower AI agents to interact with Google Sheets, performing reads, writes, formatting, and comprehensive data management tasks.

Solana

Provides AI agents with comprehensive access to Solana blockchain data, including wallet balances, token prices, DeFi yields, and security checks.

Property Comps

Empowers AI agents with access to government-recorded property comparable sales data across 11 global markets.

StressZero

Integrate burnout risk scoring capabilities into AI agents and productivity tools.