Lightweight Python MCP server exposing /mcp on port 8000 via FastMCP for rapid model context handling.

OCR server with benchmarking for OCR engines and multimodal LLM performance, emphasizing modularity and end-to-end evaluation.

Python-based MCP framework enabling LangGraph-driven multi-agent workflows with protocol-first orchestration for research assistants.

Platform powered by Model Context Protocol that combines Gemini 2.5 Flash with external data for geometry tasks, IBGE lookups, and intelligent guidance.

Go-based runtime coordinating model-context exchanges with plugin backends, enabling dynamic context management, streaming responses, and secure, scalable tool integration for complex AI workflows.

Python MCP server offering tool APIs, prompt templating, and LangChain-driven routing with a dynamic React client.

Python-based context management for AI interactions, emphasizing extensibility and interoperability.

A lightweight protocol enabling model-context orchestration, secure prompt management, and seamless multi-model integration across tools.

Model Context Protocol

Unified, modular context-sharing framework with ready endpoints, client-UI integration, and cloud-ready deployment for seamless model-assisted workflows.

Lightweight, extensible context protocol enabling structured context sharing and dynamic tool discovery for AI agents.

ModelContextProtocol

Using MCP to connect to my stock broking account

ModelContextProtocol

Synthesis monitors tutoring progress by parsing emails and progress data from Synthesis.com, exposing structured metrics and actions to assistants. It emphasizes privacy and secure authentication, and integrates smoothly with Open WebUI via mcpo, enabling families and educators to seamlessly drive insights from conversations and automated alerts.

Generates customizable, context-aware QR codes with a flexible data model for seamless app integrations.

📋 Comprehensive list of Model Context Protocol (MCP) servers for Claude and AI tools

Executes Sumo Logic queries, lists source categories and metrics, streams results, and validates syntax for efficient data exploration.

AI-powered broadband customer support system using Model Context Protocol (MCP) with AWS integration

Conecta WEBPOSTO para consultas de caixas, abastos, estoque, despesas e movimentos de combustível com autenticação por API key.

JSON-RPC 2.0 compliant server enabling file CRUD, AI edits, folder uploads, and a frontend interface.

Laravel-based demo showcasing a robust get_users endpoint with filtering, pagination, sorting, and RBAC.

Demo e-commerce MCP showcasing MCP server with authentication, catalog, and cart, built on Next.js and TypeScript.

Context-aware guitar recommendation tool that blends semantic search with user context to deliver tailored guitar picks.