Data Science & ML MCP Servers

Confluence

Integrates with Atlassian Confluence to enable custom functionality and API interactions.

Research Assistant for Insurance Policy Design

A multi-agent NLP system analyzes, summarizes, and compares insurance policy documents, enabling intelligent document understanding, semantic search, and comparative analysis between Tunisian and international insurance standards.

Homework Grading

Automates the intelligent recognition and grading of student homework images across multiple subjects using an advanced multimodal AI model.

AI Full Case

Demonstrates building and utilizing Model-Computer Protocol (MCP) Client and Server components to facilitate an end-to-end process from user query to large model response, incorporating tool and service invocation.

Global

Extends GitHub Copilot's capabilities by providing intelligent context compression and dynamic model routing for long-lived coding sessions.

Shastho

Provides AI assistants with access to a comprehensive directory of Bangladeshi doctors, hospitals, and medical specialists.

Weather

Integrates with the Open-Meteo API to provide real-time current weather information and forecasts for language models.

Agents

Explore diverse AI agent implementations using LangGraph for reasoning, RAG, chatbots, and structured output generation.

Flow

Adapts web APIs into a standardized Model Context Protocol (MCP) interface for AI systems.

Workflow Engine

Provides a structured workflow system to guide AI models and developers through consistent and reliable development processes.

Analysis

Orchestrates large language models through chained operations to build complex, multi-layered critical analyses of current affairs.

Dream Weaver

Generates stunning images from textual prompts using OpenAI's advanced image generation models.

SAP Concur

Provides a read-only Model Context Protocol (MCP) interface to connect Large Language Models (LLMs) with SAP Concur data for natural language querying.

Sek-Fx

Retrieves Swedish Krona exchange rates from the Riksbank API for use with Large Language Models.

Robot

Provides a Model Context Protocol server for processing Web Ontology Language (OWL) templates generated by the Robot tool.

Mcps

Analyzes meeting transcripts using a multi-agent AI system for summarization, key point extraction, and task identification.

Confluence AI Assistant

Connects Confluence with various AI models lacking native Model Context Protocol support, enabling secure and intelligent access to internal knowledge bases.

Search Papers

Automate the search, analysis, and exploration of academic papers from arXiv for AI agents.

Joplin

Exposes Joplin's local REST API as Model Context Protocol tools for AI integration.

Banxico

Accesses the Bank of Mexico (Banxico) SIE API to retrieve USD/MXN exchange rate data and various economic indicators.