Data Science & ML MCP Servers

Ntropy

Enriches banking data using the Ntropy API.

FSS Pension

Provides an AI-powered pension consultation web service and a data server utilizing Korea's Financial Supervisory Service (FSS) pension data.

Sample

Exposes data, tools, and templates to large language model applications via the Model Context Protocol.

Fountain Pen Ink

Empowers Large Language Models (LLMs) with specialized knowledge about fountain pen inks, enabling intelligent search, color matching, and recommendations.

RDMS

Integrates with the RDMS bug tracking system to enable direct reading, manipulation, and AI-powered image analysis of bug information for AI assistants.

Telco Customer Churn

Exposes customer analytics and churn prediction capabilities to AI assistants for enhanced data-driven insights.

Allure Analysis

Transforms Allure test reports into LLM-friendly formats and integrates with Jira for automated issue management.

Voxie AI Directory

Enables AI assistants to query a directory of AI services and retrieve webchat URLs for direct interaction.

MyDisease

Provides access to the MyDisease.info API through a Model Context Protocol (MCP) server, offering comprehensive disease information.

Code Context

Enables semantic code search across codebases using AST parsing, vector embeddings, and reranking to provide precise context for large language models.

Repo Context

Empowers AI assistants with deep, searchable access to any Git repository through real symbol extraction, dependency graphs, and architecture analysis across multiple languages.

Forgemax

Consolidates multiple local servers and AI tools into a simplified, sandboxed gateway for efficient management and execution.

RAG Template

Builds a production-ready RAG pipeline leveraging FastMCP, PostgreSQL, and pgvector for efficient data ingestion and semantic querying.

Smart Search

Aggregates multiple web search engines with intelligent caching, cost-aware routing, and result fusion for AI agents.

Conviction

Orchestrates a strategy competition where AI agents predict market outcomes and vie for rewards in daily pools.

Theozyme

Provides an MCP (Model Context Protocol) server for integrating protein structure prediction and analysis tools.

Test Generator

Automates the creation of test files for projects written in TypeScript, JavaScript, Python, and Java.

Istat

Provides efficient access to Italian statistical data from ISTAT through its SDMX API, optimized for integration with Claude Desktop.

OpenBrain

Manages a personal AI memory system, enabling semantic search and AI-powered insights for connected AI agents through a standardized interface.

AgentCost

Analyzes AI agent session logs to identify token waste and optimize spending.