ForkMind
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any…
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Part 1. Real-Time LangGraph Agent with MCP Tool Execution
This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command…
Perplexity MCP Server
The Perplexity MCP Server is a Node.js implementation of Anthropic's Model Context Protocol (MCP) that enables Claude to interact with Perplexity's language…
Quickstart Guide to Building an MCP Server in Python
Model Context Protocol Quick Start Guide - 2025
espresso-mcp
An MCP Server for the Espresso Android Test Framework, crafted to improve testing capabilities and optimize development workflows.
HevyMCP - AI-Powered Fitness Assistant
Python MCP server for Hevy fitness app. Log workouts with natural language, search exercises, manage routines. Features web interface, demo mode, and 22 MCP…
Agentdb
A knowledge base updated Mon/Wed/Fri from 31 curated sources (podcasts, blogs, emerging markets). Gives AI agents fresh structured intelligence without…
Security Tools Bridge
Bridges popular security tools (Nmap, Masscan, SQLMap, FFUF) with external systems for network scanning, port discovery, SQL injection testing, and web fuzzing…
Gemini MCP Server
# Gemini MCP Server This project implements a Model Context Protocol (MCP) server for Google Search enabling integration with AI assistants and other…
Devops Ai Toolkit
AI-powered development productivity platform that enhances software development workflows through intelligent automation and AI-driven assistance.
Browser Automation
Enables web browsing capabilities through Puppeteer and Chrome, allowing navigation, content extraction, and interaction with websites for scraping, analysis…
Boilerplate MCP Server
TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI…
Dokku Mcp Server
Dokku MCP Server is a Model Context Protocol (MCP) server written in Go that exposes Dokku’s management capabilities to Large Language Models (LLMs). It allows…
mcp-server-webcrawl
MCP server tailored to connecting web crawler data and archives
Android Studio AI Chat Integration
# Android Studio AI Chat Integration This repository provides instructions for setting up AI chat capabilities with Android Studio, allowing developers to…
MCP + Ollama Local Tool Calling Example
# MCP + Ollama Local Tool Calling Example This project demonstrates how a local AI agent can **understand user queries** and **automatically call Python…
Kubernetes Read Only MCP Server
A read-only MCP server that gives Claude access to Kubernetes clusters. Built in Go, it communicates over stdio using the MCP protocol and is designed for…
mcp0
Secure MCP (Model Context Protocol) servers configurator/inspector/proxy with hot reload support. Configure once, reuse with any MCP client.
MCP AI Infra Real Time Agent
This project demonstrates a decoupled real-time agent architecture that connects LangGraph agents to remote tools served by custom MCP (Modular Command…
Github
# SSE-based Server and Client for [MCP](https://modelcontextprotocol.io/introduction) [
Web Crawler
Configurable web crawler that extracts structured content from websites while respecting robots.txt rules and offering customizable settings for depth, delay…
Playwright Scraper
Leverages Playwright and BeautifulSoup to enable robust web scraping and content extraction, converting complex JavaScript-heavy web pages into high-quality…
Markdown Web Crawl
Python-based web crawler extracts website content into markdown files, enabling efficient content aggregation and site archiving.
AI Publications 📚
Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM…