What is the AI & Agents category?
LLMs, AI assistants, chatbot integrations, and agent servers
LLMs, AI assistants, chatbot integrations, and agent servers
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
ehartye
A sample chat application demonstrating integration with Model Context Protocol (MCP) servers
falahgs
coderzzy
LLM-MCP server 开发的模版项目
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
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.
theo-nash
Model Context Protocol implementation for twitter interactions
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
tehmenghai
pahulgogna
An ollama based LLM interface for providing agentic abilities to LLMs.
jezweb
MCP server that enables Roo Code to make OpenAI API calls, with full support for DALL-E image generation
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.
HrRodan
A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.
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
ranjeet-floyd
LLM MCP service using Springboot Java
shaoyingchen
Supports large models that access any API type, and provides an example of opening a local application
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
kunalworldwide
QWarranto
LeafEngines is an agricultural intelligence MCP server that provides comprehensive tools for soil analysis, crop recommendations, weather forecasts, and environmental impact assessment. It integrates USDA data with local sources for international coverage. The server supports fre
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in natural language. Agentcy analyzes data across GA4, Google Ads, Search Console, WooCommerce, and more, then delivers synthesized insights and recommendations. Not a data dump. An agent tha
aiamblichus
MCP server for using OpenAI compatible chat endpoints
newideas99
🧠 MCP server implementing RAT (Retrieval Augmented Thinking) - combines DeepSeek's reasoning with GPT-4/Claude/Mistral responses, maintaining conversation context between interactions.
aimiox
The aimiox Linux System MCP SSE Server is a lightweight agent for exposing system telemetry, logs, and network information via SSE. It's designed for Ubuntu 22.04+ and integrates seamlessly with the OpenAI Agents SDK or any compatible MCP client.
dtkmn
A Spring Boot application exposing OWASP ZAP as an MCP (Model Context Protocol) server. It lets any MCP‑compatible AI agent (e.g., Claude Desktop, Cursor) orchestrate ZAP actions—spider, active scan, import OpenAPI specs, and generate reports.
amiralamox
Simple Practical MCP tools
xiaolai
One brain, many arms. Spawn multiple specialized Claude Code agents as MCP servers via the Agent SDK. Each instance gets its own model, tools, prompt, and personality.
mightbesaad
Budget & cost control for AI agents: hard per-agent spend caps, rate limits, idempotency, and human-in-the-loop approval — enforced before each LLM call, not after the invoice. One hosted MCP endpoint (no proxy or self-hosting), settled via x402 (USDC on Base).
r16academy
Multi user Full Stack App with Chatbot and Agent in Javascript, FastAPI and PyMongo
shettysaish20
Telegram AI Assistant Bot that responds to user messages using multiple MCP Servers
rocnubie
Karlheinzniebuhr
jasondsmith72
A browser automation MCP server for AI models like Claude and Gemini 2.5, enabling web browsing capabilities through natural language
get-cclarity
CClarity connects AI assistants (Claude, ChatGPT, Cursor, etc.) to your LinkedIn world inside the CClarity platform: profile and business context, ICP, writing style, post analytics, profile viewers, outbound engagement history, inbound “who engaged” on your posts, connection inv
Zen7-Labs
Zen7 Payment Agent is the first practical implementation of DePA (Decentralized Payment Agent), pioneering the next generation of intelligent payment infrastructure. It not only fully implements the core functionalities of DePA but also successfully deploys innovative application
n0mad-ai
Persistent memory for any AI assistant — Claude, ChatGPT, Cursor — backed by your local Obsidian vault. One daemon, all your tools.
Tencent-RTC
It exposes Tencent RTC SDK documentation and Tencent RTC API resources to LLM-based tools. This improves the ability of LLM AI Agent to understand and interact with the Tencent RT SDK and API.
Stanly.Jin
Professional chemical engineering simulation with 11 tools
allanbrewer
LLM agent to connect with MCP servers
JeanVittory
With this MCP, you can debug your application by querying any issue to an LLM using the latest documentation available on the web. We currently support LangChain, LlamaIndex, and OpenAI docs, but you can add any other sources as needed.
bu6r34p3r
Monitor whether ChatGPT, Claude, and Perplexity recommend your product. Track AI visibility scores across LLMs, get actionable recommendations, and
garyedgington
SchemaCheck Agent validates JSON payloads against JSON Schema Draft 7 and 2020-12 standards. Designed for agent-to-agent workflows, it returns structured validation results instantly — including field-level error paths, human-readable summaries, and optionally a corrected payload
jieshao11
协助AI开发者需求完善、模块设计、技术架构设计的mcp
DeibyGS
Local daemon that tracks Claude Code and OpenCode sessions in real-time. Exposes an MCP server so Claude can query its own usage mid-session: quota status, session cost, top tools, weekly insights, burn rate, and model breakdown. No cloud, no accounts — everythin stays on disk.
BilalAltundag
A versatile chat platform that integrates LangChain, custom MCP servers, and various AI models for enhanced chat capabilities.
Ejb503
The core MCP extension for Systemprompt MCP multimodal client
daedalusdevelopmentgroup
DDG AI Agent Services
lomaxc
Initial C# MCP SDK Client-Server Example
apifyforge
Agricultural commodity climate risk intelligence for AI agents via the Model Context Protocol. This MCP server gives any AI assistant — Claude, GPT-4, Cursor, or a custom agent — direct access to live weather stress analysis, pest emergence monitoring, trade concentration scoring
westvegh
The first strength-training app Claude can actually write to. Tally's first-party remote MCP server gives Claude read access to your real workout history and write access to your training plan: talk through your program in conversation — exercises, sets, progressions — say "put i
competlab
Competitive intelligence platform with 24 tools. Monitor competitor pricing, content, positioning, tech stacks, and AI visibility — track how ChatGPT, Claude, and Gemini rank your brand.
stablebaseline
Stable Baseline MCP server — end-to-end agent-managed company brain. 163 tools, OAuth 2.1 + Bearer API key, remote Streamable HTTP.
jovanSAPFIONEER
Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including LangChain, AutoGen, CrewAI, and OpenAI Assistants.
pekotidev
basilalshukaili
13 MCP tools to find, message, and book appointments at small businesses worldwide.
imaginepeakstudios
The first artist-owned MCP server. Exposes the album The Time Is Now by independent artist Matthew Hartley as a structured, queryable catalog for any compatible AI client — Claude Desktop, Claude Code, ChatGPT, Perplexity, and more.
kurtzhi
A high-performance, secure, and production-grade Model Context Protocol (MCP) server built with TypeScript, providing comprehensive filesystem operations, advanced text search & replace, image processing, and Tesseract OCR capabilities. Designed for LLM agent integration, it deli
peturgeorgievv-factory
Schedule and publish social media posts to 11+ platforms (X, Instagram, Facebook, TikTok, LinkedIn, YouTube, Threads, Pinterest, Bluesky, Telegram, Google Business Profile) from Claude, ChatGPT, or Cursor. Connect via the hosted OAuth URL (no key, nothing to self-host) or run it
saptechengineer
Enterprise MCP servers
Writbase
A control plane for AI agents and human supervisors. Persistent task registry with scoped permissions, inter-agent delegation, and full provenance - all accessible via MCP.
r0d8lsh0p
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.
Common questions about the AI & Agents category
LLMs, AI assistants, chatbot integrations, and agent servers
mcp.so currently lists 1226 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.