What is the AI & Agents category?
LLMs, AI assistants, chatbot integrations, and agent servers
LLMs, AI assistants, chatbot integrations, and agent servers
Yash-Kavaiya
🤖 MCP (Model Context Protocol) server implementation for conversation agents with multi-agent orchestration
shivman
This project demonstrates an Agentic AI system that uses a Gemini-powered MCP server to interpret natural language instructions and automate Microsoft Paint using GUI simulation tools on Windows.
yedanyagamiai-cmd
49 AI tools across 9 MCP servers. Enterprise AGI Runtime (1,054 tests). Free tier. ☕ buymeacoffee.com/yesinyagami
DonaldTrump-coder
Using MCP Server on Claude for Desktop
K1vin1906
MCP server for Claude Code — parallel multi-model queries, smart routing, image/video gen across OpenAI (GPT-5, GPT Image), Gemini (Imagen 4, Veo), DeepSeek, Kimi & 12+ providers
UseJunior
Email connectivity for AI agents — MCP server for Claude Code, Gemini CLI, Cursor, and more
LeadBroaf
Open-source, modular “brain” for AI employees. Integrates with n8n and workflow engines, features persistent agent memory, natural language interface, and feedback loops. SaaS-ready, extensible, and easy to deploy with Docker.
Nirsisr
WhatsApp MCP Assistant (Client-Server)
Jott2121
MCP server that adds a fail-closed quality gate and hash-chained receipt ledger to any AI agent workflow.
ricardoborges
LLM chat app for integration tests using llama-stack-client, llama, Ollama, MCP, Tools
cwimhq
Claude Code And Opencode long-term memory
Deep-Identity-Inc
AI-powered identity verification for the agentic ecosystem.
l10n.dev
Stop wasting AI tokens on localization. Instead of loading large i18n files into the AI's context, it translates them server-side via MCP (the ai-l10n-mcp package, built on the ai-l10n SDK), saving tokens and keeping the agent focused on coding.
zzqfsy
openai agents chat demo. integration custom llm and mcp server and function tool
bsmi021
ntrtd
.NET Core D365 MCP Server exposing Dynamics 365 tools. Uses .NET OData client.
francoisjosephlacroix
A rubber duck MCP server for your LLM coding agent
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.
shayne007
AI Agent MCP Servers Provide Tools For ai-agent-workflow of FinTech Project
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.
Ginga1402
Demo of implementation of MCP using Langchain MCP Adapters and Ollama
ai-zerolab
MCP Server for openai image generation
nodlab
MCP server for productive development
AI-Agent-Hub
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
Ddhjx-code
AI agent面试skill,可以模拟面试过程
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。
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
FastAlertNow
thealxlabs
AI integration hub — 25 plugins, 146 tools. Connect Claude, GPT-4o, Gemini & Ollama to Gmail, Spotify, GitHub Actions, Vercel, n8n, Notion and more. One installer. MCP + Telegram.
aliceappai
Connect voice recordings and transcripts to AI clients for natural language querying, insights, and workflow automation.
Medhovarsh
🧠 Local-first LLM state branching & debugging. Capture, visualize, branch, and regression-test LLM calls as a DAG. Free & local via Ollama, any OpenAI-compatible API, MCP for agents. Zero config.
jghiglia2380
Persistent memory API for AI agents — works with Anthropic, OpenAI, Gemini, and any AI framework
Rybens92
wahidpanda
Using Multiple MCP server I am gonna making a AI AGENT BOT for personalized assistant. Stay Tuned
JinsonWu
MCP server for ollama, openai, and anthropic bridging
sibbl
A MCP Perplexity API server written in Typescript with stdio and SSE transport support.
kristofferv98
Mcp server with singular tool communication to agent using o4-mini with OpenAI Agent SDK integration to manage google/apple calendar.
moises-paschoalick
Este projeto é um playground para criar o primeiro servidor MCP (Model Context Protocol), um protocolo que permite integrar LLMs a recursos externos de forma padronizada.
Wolfe-Jam
Persistent Project Context for Google Gemini — IANA-registered .faf format · MCP server + Cloud Run REST API
rwnalds
Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, no vector DB.
godstale
Ollama MCP Chat is a desktop chatbot application that integrates Ollama's local LLM models with MCP (Model Context Protocol) servers
drapon
jasonmeverett
MCP Server for driving Cloudera AI's Agent Studio
IQAIcom
MCP server for IQAI's Agent Tokenization Platform.
kira1228
AI-powered Chat System with multiple MCP servers.
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。
kira1228
AI-powered Chat System with multiple MCP servers.
adeniyii
test chatbot using mastra's mcp docs server
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
agent-cards
MCP server for Agent Cards — prepaid virtual Visa cards for AI agents
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.
ryaker
Command Execution MCP Server for Claude Desktop
AnaJI832
Studious Couscous
generect
Minimal MCP server exposing Generect Live API tools.
mertadali
AI-powered todo assistant with Google Calendar integration using OpenAI's API and Model Context Protocol (MCP) support for natural language task management.
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
tambo-labs
Charming MCP server - generate and host interactive web apps via MCP
pahulgogna
An ollama based LLM interface for providing agentic abilities to LLMs.
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
Common questions about the AI & Agents category
LLMs, AI assistants, chatbot integrations, and agent servers
mcp.so currently lists 1109 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.