#agentic-ai

GitMCP

idosal

Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project

MCP Containers

metorial

Connect any AI model to 1200+ integrations (MCP, CLI, API)

AWorld: Advancing Agentic AI

inclusionAI

Search, understand, reproduce, and improve an idea with ease

Agentic Radar

splx-ai

A security scanner for your LLM agentic workflows

🧠 Vibe Check MCP

PV-Bhat

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks

Django MCP Server

omarbenhamid

Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI

Strands Agents MCP Server

strands-agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

Yourmemory

sachitrafa

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

Introduction

dodufish

Pixelize the real world on-chain

MCP Guardian

eqtylab

Manage / Proxy / Secure your MCP Servers

Code Assistant

stippi

An LLM-powered, autonomous coding assistant. Also offers an MCP and ACP mode.

Loki MCP Server

scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Loki

Wanaku - A MCP Router that connects everything

wanaku-ai

Wanaku MCP Router

rtfmbro-mcp

marckrenn

rtfmbro provides always-up-to-date, version-specific package documentation as context for coding agents. An alternative to context7

End-to-End Agentic AI Automation Lab

MDalamin5

This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, AutoGen, CrewAI, RAG, MCP, automation with n8n, and scalable agent deployment using Docker, AWS, and BentoML.

Cursor10x

aurda012

The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor that enhances AI assistants with conversation context, project history, and code relationships across sessions.

🤖 Agenite

subeshb1

🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.

Gofannon

The-AI-Alliance

A web app for rapidly prototyping AI agents and the lightweight web UIs that wrap them—build flows, preview interactions, and share agent-driven experiences without lock-in.

MCP server w/ Browser Use

JovaniPink

FastAPI server implementing MCP protocol Browser automation via browser-use library.

Dremio MCP server

dremio

Dremio MCP server

How does it work

pomerium

Demo application showcasing how to build and secure MCP servers and clients with Pomerium using contextual access policies.

🚀 OpenAPI to MCP Server Code Generator

cnoe-io

OpenAPI to MCP Server Code Generator

Okta Mcp Server

fctr-id

The Okta MCP Server is a groundbreaking tool built by the team at Fctr that enables AI models to interact directly with your Okta environment using the Model Context Protocol (MCP). Built specifically for IAM engineers, security teams, and Okta administrators, it implements the M

Octagon VC Agents

OctagonAI

An MCP server that runs AI-driven venture capitalist agents (Fred Wilson, Peter Thiel, etc.), whose thinking is continuously enriched by Octagon Private Markets' real-time deals, valuations, and deep research intelligence. Use it to spin up programmable "VC brains" for pitch feed

MalwareBazaar_MCP

mytechnotalent

An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity research workflows.

Unified MCP Tool Graph: A Intelligence Layer for Dynamic Tool Retrieval

pratikjadhav2726

Instead of dumping 1000+ tools into a model’s prompt and expecting it to choose wisely, the Unified MCP Tool Graph equips your LLM with structure, clarity, and relevance. It fixes tool confusion, prevents infinite loops, and enables modular, intelligent agent workflows.

🤖 Data Agents Platform

HotTechStack

Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu

Unified MCP Suite

Godzilla675

A suite of Model Context Protocol (MCP) servers designed to enhance AI agent capabilities. Provides tools for media search/understanding (images, video), web information retrieval, PDF generation, and PowerPoint presentation creation, enabling agents to interact with diverse data

Bull Vision Agent

Cognitive-Stack

A FastAPI application that integrates with Telegram using webhooks and OpenAI Agents SDK for AI-powered stock trading assistance, utilizing MCPHub for multiple MCP server management.

MCP Poisoning Attack - PoC

wbfoss

This repository demonstrates a variety of **MCP Poisoning Attacks** affecting real-world AI agent workflows.

🚦 Branch-Thinking MCP Tool

ssdeanx

Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.

MIST - Model Intelligence System for Tasks

CLoaKY233

MCP server empowering AI assistants with real-world capabilities: Gmail, Calendar, Tasks, Git integration, and note management. Bridges AI assistants to external services through standardized protocol with secure authentication.

MCP Server - My Apple Remembers

baryhuang

A lightweight MCP server that integrates with Apple Notes to create a personal memory system for AI. Easily recall and save information from your Mac using simple AppleScript commands. Compatible with all macOS versions with minimal setup requirements.

Official Ampersand AI SDKs

amp-labs

Official AI SDK by Ampersand

Lite_MCP_sdk

S2thend

a light weight version of mcp sdk inspired by official model context protocol sdk, NOW focus on sse only no stdio

Pearl MCP Server

Pearl-com

A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface

Cursor History MCP 📜

Nossim

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

Weather Java SSE Transport MCP Service

stantonk

Java Model Context Protocol SSE HTTP Server with Jetty

Mcp_server_s3_download_files

ENGRZULQARNAIN

This repository provides an implementation of a Model Context Protocol (MCP) server for AWS S3, enabling AI models, particularly Large Language Models (LLMs), to securely interact with S3 buckets. The server offers a standardized interface to list S3 buckets, list objects within

🧠 AgentNull: AI System Security Threat Catalog + Proof-of-Concepts

jaschadub

AgentNull: AI System Security Threat Catalog + Proof-of-Concepts. Collection of PoCs for using Agents, MCP, and RAG in bad ways.

Lorekeeper

Jessinra

Self-improving memory for AI agents

Tavily MCP Server

NoeSamaille

Basic remote SSE MCP server for Tavily Search.

Android-Preference-Editor MCP Server

charlesmuchene

Preference Editor MCP server

This section was written completely by using the SentinelCore agent and its tools(prompt->get the details from internet->write it to a file) via gemini 2.0 flash.

bhuvanmdev

SentinelCore is an advanced AI agent powered by Model Context Protocol. It can browse the web, interact with local file systems, and is designed to keep evolving with new features. Whether you're looking for a smart assistant, a system manager, or a knowledge guide, SentinelCore

AskTheApi Team Builder

AskTheApi

Agent network builder for communicating with openapi apis. Based in autogen

Mcp Todo

br-silvano

API de gerenciamento de tarefas via WebSocket com execução modular de comandos e suporte a ferramentas, desenvolvida em TypeScript com banco SQLite. Projetada para integração com agentes de inteligência artificial.

AskTheApi Team Builder

AlexAlbala

Agent network builder for communicating with openapi apis. Based in autogen

🤖 mcp-ollama-beeai

tamdilip

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

MCP Server for cryptographic hashing

kanad13

A Model Context Protocol (MCP) server for calculating MD5 and SHA-256 hashes, complete with tools and guides for understanding and building MCP servers. Works with Claude Desktop & VSCode.

Zerodha MCP Server & Client

mtwn105

Zerodha MCP Server & Client (Kite x Agno)

Model Context Protocol server for kwrds.ai keyword research and SEO tools.

Safer Agentic AI MCP

NellInc

SaferAgenticAI MCP brings the Safer Agentic AI safety framework to coding assistants over the Model Context Protocol.

Tempo MCP Server

scottlepp

An MCP ( Model Context Protocol ) Server for Grafana Tempo

An enterprise-grade Oracle Database connector for MCP. Features built-in self-healing connection retries, TypeScript-based architecture, and AI-guided SQL error handling for autonomous agent workflows.

Welcome to your Lovable project

la-rebelion

Build AI Agents MCP-based

Portainer MCP Server

BirajMainali

A Model Context Protocol (MCP) server implementation for Portainer, enabling AI assistants to interact with Docker containers and services through Portainer's API.

Callsphere

CallSphere-LLC

Public MCP server for voice AI — search 500+ articles, compute industry ROI, fetch case studies. Works in Claude, ChatGPT, Cursor, Cline, and any MCP-capable AI assistant.

Human-in-the-loop approvals & notifications for AI agents via WhatsApp (MCP server)

Documentation and assembly review for @nhtio/adk.