Data Science & ML MCP Servers

Valyu

Enables Large Language Models to search proprietary and web sources for information and submit feedback on transactions via the Valyu Network API.

Nobra Calculator

Provides a modular REST API for calculating various medical scores and indices, designed for integration with large language models.

Apollo

Connects AI assistants with the Apollo.io API to search for accounts, enrich data, and retrieve contact information.

Minecraft Bot

Enables AI assistants to programmatically control a Minecraft bot through a clean, extensible interface using the Model Context Protocol.

Local Tools

Provides a modular, production-ready Model Context Protocol server offering calculator and file operation tools for LangGraph agents and other MCP clients.

Infer

Enables AI Copilot tools to securely interact with SSH and PostgreSQL resources through policy-driven access controls.

BIP Assistant

Provides an AI-powered assistant for answering natural language questions about BIT Information Portal (BIP) data, leveraging an MCP server and a browser extension for secure access.

Excel

Enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel to be installed.

Open Weather Map

Provides real-time weather data and forecasts for cities worldwide using natural language queries and the OpenWeatherMap API.

Car Repair

Integrates business applications with Large Language Models using the Model Context Protocol (MCP) in a production-ready FastAPI application.

General

Implements a protocol-compliant MCP server, offering JSON configuration for fast setup and a plugin-based architecture for custom AI agents and orchestration.

TrainingPeaks

Connects TrainingPeaks accounts to AI assistants, enabling natural language queries for workout analysis and fitness data retrieval without API approval.

UniProt

Access and query the UniProt protein database directly from your LLM agent.

Granola

Exposes Granola meeting intelligence as structured, queryable Model Context Protocol (MCP) resources for AI agents and automation pipelines.

Doc2md

Converts PDF, DOCX, and PPTX files into clean Markdown files on disk, optimized for LLM toolchains and RAG pipelines.

Research Integrity Screening

Evaluates researcher integrity by identifying retraction flags, citation anomalies, publication velocity, and journal quality.

Valorant

Empowers AI assistants to fetch real-time Valorant game data, including accounts, MMR, match history, and leaderboards via the Henrik API.

Skill Graph Builder

Manages graph-structured agent skill systems, enabling agents to build, validate, and navigate networks of composable Markdown skills connected via wikilinks.

Asqav

Provides AI agent governance through policy checks, audit trails, and compliance verification.

Travel Risk Intelligence

Provides real-time travel risk intelligence for any global destination, delivering a quantified risk score and advisory.