Data Science & ML MCP Servers

Client Server Sample

Demonstrates the creation and usage of MCP clients and servers using Python.

Azure Active Directory by CData

Enables querying live Azure Active Directory data from Claude Desktop using natural language through a Model Context Protocol (MCP) interface.

Resume

Analyzes and sorts resumes using AI to efficiently match candidates with job descriptions.

Mistral OCR

Enables Optical Character Recognition (OCR) on local files by leveraging Mistral AI's document processing capabilities.

LlamaIndex

Construct a local client for the Model Context Protocol (MCP) using LlamaIndex to interact with local servers.

SearXNG

Integrates the SearXNG API and Puppeteer to provide powerful web search and live web content processing capabilities for agentic systems.

Pybricks Assistant

Provides an intelligent search and retrieval system for Pybricks documentation and code examples.

MariaDB

Exposes MariaDB databases and vector stores through a Model Context Protocol (MCP) interface for AI assistant integration.

Recipe

Generates and transforms recipes using AI, catering to dietary preferences and nutritional goals.

Systemic Risk Contagion

Model systemic risk contagion across financial networks to identify critical nodes, exposure chains, and cascade failure probabilities.

LobsterDB

Manages PostgreSQL databases tailored for AI agents, providing tools for provisioning, querying, and schema evolution without complex setup.

Nexus

Unifies hybrid search, code graph, and semantic memory into a fully local, low-resource code intelligence server designed for AI agents.

Tunisian Law

Provides AI-readable access to 42 verified Tunisian statutes, enabling direct querying from MCP-compatible clients like Claude and Cursor.

FamilySearch

Provides an MCP server to access the FamilySearch API for searching places, standardizing dates, and finding person records.

MetricDuck

Provides AI-native access to MetricDuck's comprehensive financial data API for AI assistants.

ESG Supply Chain Risk

Automates multi-pillar ESG risk assessment and compliance intelligence for supply chains by orchestrating 15 public regulatory and intergovernmental data sources.

Qdrant Skills

Manages vector-based skills in Qdrant, enabling AI agents to semantically search, load, and manipulate knowledge.

Firebreak

Empower AI models to conduct offensive security testing and attack simulations against target systems.

German Farm Planning

Offers AI-assisted guidance for German farm businesses on crop planning, financial benchmarks, German taxation, tenancy law (Pachtrecht), and succession planning, leveraging data like KTBL.

Databot

Automates real-time data analysis and cryptocurrency microtransactions for machine-to-machine operations leveraging AI.