API Development MCP Servers

Gabi

Exposes the Gabi API to enable running queries against a target system.

Agentic Weather System

Provides intelligent weather services through an orchestrated multi-server agentic architecture with local LLM integration.

Monobank

Integrates with the Monobank API to access financial information and manage transactions.

Aws Client

Manages AWS resources through the Model Context Protocol using AWS CLI or boto3.

MoAI

Facilitates AI-powered conversations through a secure, full-stack chat application with real-time messaging and persistent chat threads.

MemGPT Agent

Implements a simplified MemGPT agent using Spring Boot, exposing it as a REST API or MCP server.

VTION E-Commerce

Provides secure, read-only access to VTION e-commerce analytics data via Model Context Protocol (MCP) and REST API.

AlphaVantage

Integrates AlphaVantage's financial data API as an MCP service, facilitating easier integration with other applications.

Test Server

Enables Retrieval Augmented Generation (RAG) systems by providing a Python server that leverages OpenAI's vector store capabilities using the Model Context Protocol (MCP).

Python Demo

Demonstrates a Python-based server designed for testing with VS Code Copilot in Agent mode.

TypeScript Server Boilerplate

Accelerates the development of Model Context Protocol (MCP) servers using TypeScript.

Google Search

Exposes Google Programmable Search Engine functionality as a tool via the Model Context Protocol.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

FAR Oracle

Provides AI agents with access to Federal Acquisition Regulations (FAR) for querying government contracting rules.

Agentic

Exposes runtime MCP Server vulnerabilities related to GitHub and Linear integrations.

Festival Finder

Accesses nationwide performance and festival information via the KOPIS API, providing data through a versatile AI agent with adaptable platform connections.

JIRA Integration

Enables AI tools to create and manage JIRA issues with markdown formatting and flexible field management.

Gmail Integration

Enables programmatic interaction with Gmail APIs for reading, sending, and managing emails.

Tigo

Provides comprehensive access to Tigo Energy solar system data and analytics for AI assistants.

R2R RAG Search Agent

Integrates R2R (Retrieval-Augmented Generation) capabilities with Claude Desktop environments to provide advanced search and RAG functionalities.