MCP-AQL Protocol Specification - A formal specification for the Model Context Protocol Adaptive Query Language

A financial intelligence platform powered by a multi-agent AI architecture, Model Context Protocol (MCP), and a real-time dashboard for deep fundamental research.

A Model Context Protocol (MCP) server that provides integration with CrowdStrike AIDR APIs.

Free single and batch WHOIS lookups, AI-driven domain suggestions, and transparent credit management with a zero-dependency Node.js implementation.

Python MCP-led agent demo fetching Hintertux weather from meteoblue and returning structured JSON via OpenAI agents.

Agentic AI financial assistant orchestrating MCP-based tool use, multimodal data analysis, and precise financial computations for SMEs.

Open-source collection showcasing model-context-driven memory, flexible adapters, and client integrations for richer AI reasoning.

Extends AutoGen/Ag2 with a robust Model Context Protocol implementation, enabling standardized context sharing, streamlined tool usage, and transparent agent–LLM interactions. It supports context management, easy tool registration, and the ability to register other agents as tools, promoting scalable collaboration across an agent network while remaining minimal in configuration.

Production-ready solution automates government tender workflows with hybrid search, 18 tools, Claude-powered content generation, and DOCX outputs.

Unified memory store enabling cross-agent context with local embeddings, hybrid search, memory decay, and safety filters for secure, cost-free use.

Moodle MCP Server

dnSpy MCP Server is a production-ready Model Context Protocol server integrating dnSpy's .NET analysis for AI assistants. It supports assembly discovery, type/method inspection, decompilation, reference finding, call graphs, dead code detection, and BepInEx/Harmony code generation.

BindCraft MCP server for de novo protein binder design

A local Gradio MCP server controlling a robot platform

MCP Server for LiteLLM API integration

Model Context Protocol (MCP) server that connects AI assistants to Apache Airflow

Model Context Protocol server for Esri File Geodatabases. Enables AI assistants to interact with FGDB files through ArcPy for data querying, modification, and schema management.

An MCP server that exposes the SIRIO library for creation and analysis of Petri Nets

MCP Server for interacting with Defillama services

aic mcp server

gruddy mcp server

Terminal MCP Server is a robust Model Context Protocol (MCP) server designed for executing commands on local and remote hosts via SSH. It provides a simple yet powerful interface for AI models and other applications to execute system commands with enhanced session management, error handling, and reliability features.

🕷️ Enable AI agents to scrape and crawl the web effortlessly with this lightweight Model Context Protocol server, integrating seamlessly into your workflows.

Golang implementation of the streaming MCP HTTP transport with sessions, auth and horizontal scaling