What is the AI & Agents category?
LLMs, AI assistants, chatbot integrations, and agent servers
LLMs, AI assistants, chatbot integrations, and agent servers
ahmedhassan456
Saqr-MCP is a powerful Python application that implements the Model Context Protocol (MCP) to enable advanced AI assistant capabilities. It supports both local models through Ollama and cloud models through Groq, providing a flexible client-server architecture
to-aoki
This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.
Ayyappa054
A practical demonstration of integrating LangChain with Model Control Protocol (MCP) featuring both single and multi-server implementations. Includes examples of mathematical computations and weather queries using async operations, React agents, and OpenAI integration. Perfect fo
JinsonWu
MCP server for ollama, openai, and anthropic bridging
francoisjosephlacroix
A rubber duck MCP server for your LLM coding agent
shayne007
AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project
njcx
本项目实现了一个兼容 OpenAI API 格式的 MCP-Client服务,允许通过标准的 OpenAI API 接口与本地 MCP-Server进行交互。
Wolfe-Jam
Persistent Project Context for Google Gemini — IANA-registered .faf format · MCP server + Cloud Run REST API
AutomateLab-tech
Whole-site AEO/GEO audit. Point it at a site, get a ready-to-run plan your agent executes. Orchestrates the ai-seo + citation-intelligence MCPs.
Kartha-AI
MCP Server for EMRs with FHIR
generect
Minimal MCP server exposing Generect Live API tools.
ehartye
A sample chat application demonstrating integration with Model Context Protocol (MCP) servers
belokolek
An AI agent built in n8n which can find and use Model Context Protocol (MCP) Server Tools served as Data Vending Machines (DVM) over the Nostr network.
risherb
mertadali
AI-powered todo assistant with Google Calendar integration using OpenAI's API and Model Context Protocol (MCP) support for natural language task management.
xenarch-ai
x402 MCP server for AI agent payments. Gasless USDC micropayments on Base L2. Claude, Cursor, LangChain, CrewAI, AutoGen, LangGraph resolve HTTP 402 with no API keys. Non-custodial, settlement-provider-agnostic, 0% fee.
coderzzy
LLM-MCP server 开发的模版项目
theo-nash
Model Context Protocol implementation for twitter interactions
waifuai
FastMCP server for asynchronous conversational AI using OpenRouter API via Redis queue/worker architecture. GPU inference support, environment-variable configuration, and deployment-ready setup.
Mitii-dev
Your workspace-driven AI assistant for complex development. Mitti combines hybrid SQLite memory with seamless Model Context Protocol (MCP) tool integration to read files, write code, and run commands, all while keeping your data 100% self-hosted and protecting your token budget.
Bufigol
🚀 MCP Server: Platform enabling AIs to act as autonomous developers. From idea conception to final testing, automating the entire software development process. #AutonomousDev #AI #Innovation #SoftwareEngineering #FutureOfDev
BackEngine-ai
The customer-context layer for your revenue team — available to Claude and any MCP client. BackEngine is a multi-tenant SaaS platform that ingests all of an organization's customer and prospect communications — Slack thr
pahulgogna
An ollama based LLM interface for providing agentic abilities to LLMs.
oaslananka
AI-native TypeScript runtime and tools for A2A agent orchestration, MCP integration, registry, protocol, and CLI.
AmoDinho
A Quick mcp server demo
apifyforge
Autonomous cyber red team intelligence for AI agents — this MCP server gives Claude, GPT-4o, and any MCP-compatible agent the ability to run quantitative attack simulations, synthesize exploit chains, forecast vulnerability emergence, and model adversary behavior using eight rigo
AnaJI832
Studious Couscous
Bufigol
🚀 MCP Server: Platform enabling AIs to act as autonomous developers. From idea conception to final testing, automating the entire software development process. #AutonomousDev #AI #Innovation #SoftwareEngineering #FutureOfDev
jezweb
MCP server that enables Roo Code to make OpenAI API calls, with full support for DALL-E image generation
sayandebnath-creator
AI agent that can post on X(twitter) with the help of MCP(Model Text Protocol) Server.
PaidSync
430+ tools across 13 ad platforms via one MCP endpoint. Full create on Google, Meta, LinkedIn, OpenAI Ads. Read+manage+optimize on TikTok, Snap, Reddit, Pinterest, Microsoft. Plus GA4, GTM, Search Console, Merchant Center. Thin dispatcher keeps connect-time context small. Google
pcmarts
MCP server for the Recruiter Roles job board — search live recruiter & talent-acquisition jobs, companies, sectors, locations, and market stats. Read-only, free API key.
kunalworldwide
box-community
This sample implements the Langchain MCP adapter to the Box MCP server.
ranjeet-floyd
LLM MCP service using Springboot Java
juanmartinsantos
Control your Tuya / Smart Life smart home devices through the Model Context Protocol. Turn lights on/off, adjust brightness, set colors, monitor temperature sensors, and more — from Claude, ChatGPT, Cursor, or any MCP-compatible client.
tehmenghai
Nishu0
TaplioOfficial
Taplio LinkedIn MCP Server: draft, schedule, publish, and analyze your LinkedIn posts from any AI assistant (Claude, Cursor, and more). Remote MCP server at mcp.taplio.com.
agent-cards
MCP server for Agent Cards — prepaid virtual Visa cards for AI agents
tambo-labs
Charming MCP server - generate and host interactive web apps via MCP
milindchawre
MCP server for Math Agent with Microsoft Word and Gmail Integration
falahgs
shaoyingchen
Supports large models that access any API type, and provides an example of opening a local application
true-alter
The identity layer for AI agents. Verify a person is known to the ~Alter field, query inferred traits, and settle premium calls in USDC; your identity earns. @truealter/sdk, Apache-2.0.
tkausch
An MCP implemented in swift to search and read man pages for macOS
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
ryaker
Command Execution MCP Server for Claude Desktop
HrRodan
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.
aviban15
An AI agent which utilizes multiple MCP servers, including internal tools like math tools, and external tools like Google services and web scraping.
HMCHENGGH
Task orchestrator & tool registry with built-in Agent Tool Intelligence. 28+ MCP tools: task planning, tool search with semantic quality scoring, trust engine, model routing. Find the best MCP tools without leaving your agent.
CoinRithm
Let any AI agent paper-trade crypto spot, futures, and prediction markets on CoinRithm using a user-minted API key. A simulated 50,000 virtual-mUSD account (no real money, not financial advice), 21 scope-gated tools, and a public Agent Arena leaderboard. Works with Claude, ChatGP
Ferdev
Agent skills and MCP discovery metadata for using SwarmKit as an inspectable coding partner
AditHash
A MCP server powered by Gemini Flash 1.5 utilising Model Context Protocol for doing Multipurpose communication
jerryzhao173985
OpenAI Image Generation MCP that enables server to generate and edit images using OpenAI's gpt-image-1 api modes.
Citedy
Full-stack AI marketing toolkit — scout X/Twitter and Reddit for trending topics, discover and deep-analyze competitors, find content gaps, publish SEO- and GEO-optimized articles with AI illustrations and voice-over in 55 languages, create social media adaptations for X, LinkedI
davidmosiah
bikramjitchawla
mcp-k8's-server
adamkleingit
A Slackbot LLM agent that allows connecting to an LLM and MCP servers
ogulcanakca
Agent-to-Agent (A2A) communication protocol for inter-agent coordination and a Model Context Protocol (MCP)-inspired architecture for interacting with external tool servers.
Common questions about the AI & Agents category
LLMs, AI assistants, chatbot integrations, and agent servers
mcp.so currently lists 1132 MCP servers and clients in the AI & Agents category.
Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.