Data Science & ML MCP 서버

PostgSail

Enables AI agents with read-only access to PostgSail marine data systems for monitoring and analysis.

Walrus

Enables AI assistants to interact with the Walrus decentralized storage network for data storage and retrieval.

PubChem

Automatically retrieves toxicology, GHS safety classification, and chemical property information from compound names or CIDs using the PubChem REST API.

PDFtotext

Extracts text from PDF documents using the robust `pdftotext` utility, designed for reliable integration with Model Context Protocol servers.

Codebase

Indexes code repositories into PostgreSQL with pgvector for production-grade semantic code search tailored for AI coding assistants.

Memory

Enables MCP Clients to remember user information across conversations by leveraging vector search technology.

Northwind FastAPI Example

Enables Large Language Models to connect and interact with REST APIs by exposing data through a Model Context Protocol endpoint.

Images

Facilitates AI-powered image generation through a Model Context Protocol server, integrating Stability AI and Black Forest Labs APIs.

Swiss Knife

Provides a modular collection of utility tools as a Model Context Protocol server, enhancing the capabilities of AI assistants.

Jina AI Search

Connects AI assistants and applications to Jina AI's advanced search, reading, and knowledge retrieval capabilities via the Model Context Protocol.

Strands Q Index Perplexity

Enhances AI agent capabilities by integrating Amazon Q Business and Perplexity for efficient JIRA case management.

Qi140 Multi

Provides a versatile server for AI-powered customer service interactions, integrating with large language models and persisting conversation logs.

MOLAI

Enables Claude AI to directly control and manipulate molecular structures within PyMOL.

Biodiversity Model Context Protocol

Serves as a server for interacting with biodiversity models.

Financial

Provides real-time financial analysis, stock monitoring, and market intelligence through a custom Model Context Protocol server.

Tableau CRM Analytics

Enables Large Language Models (LLMs) to directly query live Tableau CRM Analytics data through a Model Context Protocol (MCP) interface.

FinTechCo

Connects large language models to external tools and data sources, offering comprehensive financial technology and economic data.

Jenkins

Integrates the Model Context Protocol (MCP) with Jenkins to enhance CI/CD workflows through intelligent automation.

Reputation Checker

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

Better Responses

Enhances Claude's coding responses with a custom Software Engineering Advisor Agent, providing strategic guidance for better architecture and performance.