Data Science & ML MCP 서버

Tavily Search

Enables search functionality via the Tavily API within the Model Context Protocol framework.

MotherDuckdb

Enables interaction with MotherDuck and local DuckDB databases using the Model Context Protocol.

Alibaba Cloud DMS

Provides universal multi-cloud data management and connectivity by supporting over 30 data source types.

FastMCP

Provides a production-ready server and a comprehensive client for the FastMCP protocol, equipped with essential features for robust application development and deployment.

Superprecio

Empowers AI assistants with real-time price comparison, deals, and product availability information for supermarkets in Argentina.

Yachtsy

Provides AI-powered yacht and boat marketplace intelligence, integrating with the Yachtsy Agent API to offer comprehensive listings and expert sailing advice within MCP clients.

AIE8 Session

Integrates web search capabilities into an MCP server using the Tavily API.

arXiv

Provides a programmable interface for LLMs and AI agents to fetch, filter, and summarize the latest arXiv research papers.

JSON

Query and manipulate JSON data using powerful JSONPath expressions.

DataGraph City

Connects AI clients to an urban intelligence knowledge graph for civic problem-solving through natural language queries.

CTFtime

Provides an MCP server interface to the CTFtime API, allowing AI assistants to retrieve information on CTF events, teams, and rankings.

Atlas

Transforms modern IDEs into intelligent development environments with a comprehensive suite of AI/ML-powered tools for code analysis, prediction, migration, and generation.

Sky Culture

Transforms ancient cultural sky observations into precise modern astronomical coordinates for archaeoastronomy research.

Govtenders

Provides access to over 11,000 active government contracts from CanadaBuys and SAM.gov, powered by AI and micropayments.

ReasonForge

Empowers small language models with a deterministic tool-calling framework for advanced math and safe code execution.

AstraCipher

Establishes verifiable cryptographic identities and trust protocols for AI agents, incorporating post-quantum security and W3C DID compliance.

Model Radar

Pings and ranks over 130 free coding LLM models from 17 providers in real-time to help AI agents select the fastest available option.

FactReasoner

Enables probabilistic factuality assessment of large language model responses by exposing IBM's FactReasoner as an MCP server tool.

Knowledge Base

Integrates local codebases and documentation into a knowledge base server for Model Context Protocol (MCP) clients.

Codex Memory

Indexes local Codex session history into SQLite to make past interactions searchable without a hosted vector store.