tutorial for mcp server development

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

pty-mcp-server

OpenAPI to MCP Server Code Generator

Market research and business intelligence with TAM/SAM calculations and integration across 8 economic data sources: Alpha Vantage, BLS, Census Bureau, FRED, IMF, Nasdaq Data Link, OECD, and World Bank.

Minimalist single-file HTML chat UI that connects to multiple backends using OpenAI-style formats, with MCP IPC rendering, multimodal support, and markdown display.

Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.

A Clojure SDK to create MCP servers (and eventually clients)

OCaml SDK for Model Context Protocol using Jane Street's oxcaml_effect library

MCP (Model Context Protocol) server plugin for CAP NodeJS

Fast and super efficient Minecraft Server written in C++

⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S

A comprehensive Model Context Protocol (MCP) server for Nigerian banking operations using the Mono Open Banking API.

Starter code to add MCPs to Puch AI #BuildWithPuch

AI-powered content pipeline: trend discovery → research → social publishing. Built with Claude Agent SDK + MCP.

Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers

Free your data

A fully functional and production-grade reverse engineering MCP Server

An MCP server wrapper for reducing tokens consumed by MCP tools.

Dragon Brain — persistent long-term memory for AI agents via MCP (Model Context Protocol). Knowledge graph (FalkorDB) + vector search (Qdrant) + CUDA GPU embeddings. Works with Claude, Gemini CLI, Cursor, Windsurf, VS Code Copilot. 30 tools, 1121 tests.

threat modeling mcp server

Agent-to-Agent MCP communication tool for feedback requests

Qurio brings multi-provider models, custom agents, reusable skills, MCP servers, HTTP tools, retrieval, long-term memory, Deep Research, and Scrapbook into one operating surface.

Enable Claude Code to call Codex (GPT-5) asynchronously, filtering out thinking processes to save 95% context tokens.