Data Science & ML MCP Servers

Unstructured API

Facilitates extraction of meaningful information from research papers via the Unstructured API for fine-tuning language models and reducing literature review time.

Excel Access

Enables clients to read Excel files via an MCP server.

Consumer Complaint Database

Enables querying of the Consumer Financial Protection Bureau's (CFPB) Consumer Complaint Database API from within applications like Claude Desktop.

Coresignal

Enables AI applications to access real-time B2B data about companies, employees, and job postings.

NBA Analytics

Access real-time NBA odds data and AI/ML game simulations through an MCP server.

Fact-Check

Validates code and content against official Model Context Protocol specifications, ensuring technical accuracy and preventing misinformation.

Langtools

Orchestrates best-in-class language tools for multi-language code analysis and static checks across AI agents, LLMs, and automation workflows.

NCBI Gene Client

Fetches gene and protein metadata from the NCBI Entrez API, functioning as both a command-line tool and an MCP server.

Solesonic

Exposes an HTTP Model Context Protocol (MCP) server using Spring Boot and Spring AI to provide custom, secured tools.

ECS AI Agent

Deploys an agentic AI architecture on AWS Fargate for Amazon ECS, enabling an AI service to interact with multiple Model Context Protocol servers to perform various actions.

Loan Credit Management

Implements an intelligent loan credit management system leveraging Spring AI's Model Context Protocol server for financial operations.

Claude Context Enhanced

Provides enhanced semantic code search and deep context for AI coding agents with improved stability, faster synchronization, and reliable data persistence.

Image Recognition

Provides AI-powered image recognition and description capabilities using OpenAI-compatible vision models.

Binspire

Connects Large Language Models (LLMs) to the Binspire API, offering standardized tools and contextual data for developing autonomous, AI-driven waste management agents.

jOOQ Documentation

Enables AI models to access and query jOOQ documentation, including SQL examples and best practices.

Doubao Image Video

Provides an MCP server to integrate Doubao's advanced image and video generation capabilities into various clients.

Lean Engine All-in-One

Provides an all-in-one Docker image for the QuantConnect Lean algorithmic trading engine, offering GPU support, a modern Web UI, REST API, and Model Context Protocol (MCP) integration.

FreshContext

Provides AI agents with timestamped web intelligence, ensuring data freshness and verifiable context for informed decision-making.

Poké

Enables an AI to autonomously play Pokémon Fire Red within the mGBA emulator, creating dynamic and personalized gameplay experiences.

Smriti

Provides persistent, graph-based memory for LLM applications, utilizing multi-stage retrieval and community detection for human-like recall.