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.

Crawl4AI

Wraps the Crawl4AI library with a Model Context Protocol (MCP) server, providing crawling functionality via Python functions.

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.

Avalara AvaTax

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

Wikipedia

Provides Wikipedia search and content retrieval tools via a production-ready Model Context Protocol (MCP) server.

Home

Provides a local Model Context Protocol server exposing tool-based APIs for privacy-preserving LLM interactions.

Codebase

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

Hugging Face Hub

Provides programmatic access to the Hugging Face Hub API for querying models, datasets, and their associated metadata.

NTP Time Sync

Synchronizes AI assistants with accurate and secure time information from Network Time Protocol servers.

FastAPI Weather Example

Provides an example Model Context Protocol server implementation for AI agents using FastAPI.

Productivity Agent

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

Chiro ERP

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

GitHub Starred Repositories

Exposes a user's GitHub starred repositories as structured resources for large language model (LLM) applications.

Regulatory Arbitrage Detection

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

Lithuanian Law

Provides a comprehensive, AI-readable database of 12,045 Lithuanian statutes, enabling advanced legal research and cybersecurity compliance.

Seedream

Enables AI image generation and editing through ByteDance Seedream models, accessible via Ace Data Cloud's Model Context Protocol server.

Sweden Food Safety

Provides access to Swedish food safety regulations, product requirements, labelling, hygiene, and traceability data via the Model Context Protocol.

Salary.com Job Match

Enables AI systems to securely and consistently access real-time, trusted job compensation data and return it directly within AI conversation contexts.