MCP servers tagged ai
18K live MCP servers tagged "ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai.
Flexible Graphrag
Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch DBs. 14 data sources, 10 auto sync: Alfresco, Nuxeo, etc. KG auto-building, Ontologi…
Context Sync
Local persistent memory store for LLM applications including continue.dev, cursor, claude desktop, github copilot, codex, antigravity, etc.
reza-gholizade/k8s-mcp-server
Manage Your Kubernetes Cluster with k8s mcp-server
Spotinfo
CLI for exploring Spot instance pricing across AWS, GCP and Azure. Inspect Spot instance types, savings, price, and AWS interruption frequency — offline, from embedded data.
Financial Modeling Prep MCP Server
A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI assistants to access and analyze financial data, stock information, company fundamentals, an…
chanmeng/google-news-mcp-server
【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and mult…
Decryptprompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
Freecad MCP
FreeCAD MCP(Model Context Protocol) server
Cgft LLM
Practice to LLM.
12306 MCP
This is a 12306 ticket search server based on the Model Context Protocol (MCP).
Lightagent
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.
Lightmem
[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation
Cui
A web UI for Claude Code agents
jae-jae/fetcher-mcp
MCP server for fetch web page content using Playwright headless browser.
Coderunner
A local sandbox for your AI agents
Client CLI
A simple CLI to run LLM prompt and implement MCP client.
Raglight
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP…
Rails MCP Server
A Ruby gem implementation of a Model Context Protocol (MCP) server for Rails projects. This server allows LLMs (Large Language Models) to interact with Rails projects through the…
Talk To Girlfriend AI
ai agent that could talk to my gf thru my mac. went viral got like 20m views
Openrag
OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.
brave/brave-search-mcp-server
Brave Search MCP Server - Rust implementation with multi-key load balancing
Awesome Hacking Lists
A curated collection of top-tier penetration testing tools and productivity utilities across multiple domains. Join us to explore, contribute, and enhance your hacking toolkit!
Powermem
Not only memory but a full story
Pydantic Deepagents
Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, unlim…
Atlassian MCP Server
Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tool…
Codexia
Lightweight Agent Workstation for Codex + Claude code + keke-agent — with dots, task scheduler, git worktree & remote control
Idea Reality MCP
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
Prism Insight
AI-based stock analysis and trading system
Probe
AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code unde…
Lynkr
Streamline your workflow with Lynkr, a CLI tool that acts as an HTTP proxy for efficient code interactions using Claude Code CLI.
Agentregistry
Fast-track AI innovation with a centralized, trusted, curated registry
pab1it0/prometheus-mcp-server
A Model Context Protocol (MCP) server that enables AI agents and LLMs to query and analyze Prometheus metrics through standardized interfaces.
Browser Operator Core
Browser Operator - The AI browser with built in Multi-Agent platform! Open source alternative to ChatGPT Atlas, Perplexity Comet, Dia and Microsoft CoPilot Edge Browser
Ssh Manager
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring
Cowork Os
Rent the model. Own everything else. Free, open-source AI app for real work.
Azure AI Travel Agents
A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple AI agents orchestrated by Langchain.js, Llamaindex.TS and Microsoft Agent Framework.
Agents
AI agent tooling for data engineering workflows.
Nexus
Govern & Secure your AI
MCP
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
E2B
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
Yams
Persistent memory for LLMs and apps. Content-addressed storage with dedupe, compression, full-text and vector search.
AI
AI features and experiments for WordPress. Modular framework for testing AI capabilities.
Laravel MCP Server
A Laravel package for implementing secure Model Context Protocol servers using Streamable HTTP and SSE transport, providing real-time communication and a scalable tool system for…
Utcp Specification
The specification for the Universal Tool Calling Protocol
Revornix
Revornix is an open-source, local-first AI information/markdown workspace. It helps you collect fragmented inputs, turn them into structured knowledge, generate reports with image…
Context Engineering For Multi Agent Systems
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-r…
Openbrowser AI
OpenBrowser is a framework for intelligent browser automation. It combines direct CDP communication with a CodeAgent architecture, where the LLM writes Python code executed in a p…
8b-is/smart-tree
Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership…
Ruby LLM MCP
Full-featured MCP support for Ruby and RubyLLM—making it easy to build structured, composable LLM workflows in pure Ruby.
Weam
Web app for teams of 20+ members. In-built connections to major LLMs via API. Share chats, prompts, and agents in team or private folders. Modern, fully responsive stack (Next.js,…