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MCP servers tagged agents
3.8K live MCP servers tagged "agents", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with agents.
Mnemotree
Memory module for LLMs and Agents with MCP
ejcho623/agent-breadcrumbs
Cross-platform agent logging and observability
Workiq
MCP server for Microsoft 365 Copilot
Building Agentic AI
Code repository for "Building Agentic AI" by Sinan Ozdemir. Practical examples, experiments, and implementations covering LLMs, embeddings, agents, RAG, fine-tuning, and optimizat…
Prefect MCP Server
Prefect MCP server
Azure Container Apps AI MCP
This project showcases how to use the MCP protocol with Azure OpenAI. It provides a simple example to interact with OpenAI's API seamlessly via an MCP server and client.
hileamlakB/PRIMS
PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that lets LLM agents safely execute arbitrary Python code in a secure, throw-away sandbox.
Mcpkit
MCPKit is a TypeScript library that lets you build MCP servers using decorators. Instead of manually wiring up handlers and schemas, you just decorate your methods and let the lib…
Aurite Agents
Aurite Agents is a Python framework designed for building and orchestrating AI agents. These agents can interact with a variety of external tools, prompts, and resources through t…
Mcpskills CLI
Generate Agent Skills from MCP server tools. Connects via Streamable HTTP, discovers tools, and outputs a skill with schema docs and a call script in the language of your choice.
Jira Devflow
MCP Jira DevFlow - Project for Jira integration with MCP
Samples
Agent samples built using the Strands Agents SDK.
Aeon
The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget f…
Aeon
The most autonomous AI agent framework: runs unattended on GitHub Actions, self-healing skills, drives Claude Code, Grok, Codex & more. No approval loops. Configure once, forget f…
Sse
A working pattern for SSE-based MCP clients and servers
Awesome AI Repositories
A curated list of open source repositories for AI Engineers
stitch
Universal MCP Server for Google Stitch. Connect AI agents to your UI designs.
Metabase MCP
Metabase MCP server provides integration with the Metabase API, enabling LLM with MCP capabilites to directly interact with your analytics data, this server acts as a bridge betwe…
Awesome MCP Personas
A curated collection of persona-based mcp server & tool groupings.
Agent
Lightweight, focused utilities to manage connections and execute MCP tools with minimal integration effort. Use it to directly call tools or build simple agents within your curren…
Branch Thinking MCP
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-g…
Nano Currency MCP Server
Send Nano currency from AI agents/LLMs
Bash Framework
Portable Bash-only framework for building stdio Model Context Protocol (MCP) servers with zero dependencies.
Mem0 Server MCP
🧠 Production-ready MCP server providing intelligent memory for Claude Code with async architecture, Neo4j knowledge graphs, smart chunking & enterprise security. One-command Docke…
Awesome AI
A curated list of 400+ AI APIs, tools, frameworks, and platforms across 40+ categories
Langgraph MCP
Building universal assistants: with LangGraph and Model Context Protocol (MCP)
Wayland
Model Context Protocol Server to interact with wayland environments
Sam
Eufy Robovac MCP server
AI Engineering From Scratch
Learn it. Build it. Ship it for others.
AI Engineering Interview Questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
Claudebox
Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.
Awesome Workflow Automation
A curated list of Workflow Automation Software, Engines and Tools
Xpander.ai
xpander.ai is the runtime and control plane to build, run, and ship reliable AI agents fast and anywhere
Deepfabric
Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline
WHartTest
WHartTest 是基于 Django REST Framework 与现代大模型技术打造的 AI 驱动测试自动化平台。平台聚合自然语言理解、知识库检索与嵌入搜索能力，结合 LangChain 与 MCP（Model Context Protocol） 工具调用，实现从需求到可执行测试用例的自动化生成与管理，帮助测试团队提升效率与覆盖率。
LuaN1aoAgent
LuaN1aoAgent is a cognitive-driven AI hacker. It is a fully autonomous AI penetration testing agent powered by DeepSeek V3.2. Using dual-graph reasoning, LuaN1ao achieves a succes…
Pipelex
Declarative language for composable Al workflows. Devtool for agents and mere humans.
Cognetivy
The open-source state layer for AI coding agents. Turn chaotic agent sessions into structured, traceable workflows with a local workspace for runs, events, and collections.
Agentic Flow
Easily switch between alternative low-cost AI models in Claude Code/Agent SDK. For those comfortable using Claude agents and commands, it lets you take what you've created and dep…
Routa
Build Your Agent Team for Real-World AI Development - Workspace-first multi-agent coordination platform for AI development, with shared Specs, Kanban orchestration, and MCP/ACP/…
Semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Ktx AI Data Agents MCP Context Skills
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semant…
Awesome AGI Agents
🤖 Awesome list of AGI Agents. Agents 精选资源合集.
Ktx
ktx is an executable context layer for data and analytics agents 🐙 Allow Claude Code, Codex, and any AI agent to query data accurately through MCP with skills, memory and a semant…
Prd Taskmaster
Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation, dependency-ordered task graph, evidence-gated execution.
Atomic Agent
Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.
OpenChatCut
Mirror clone of 0xsline/OpenChatCut
AI Engineer Notebooks
Hands-on, framework-free Colab notebooks for the AI Engineer / Forward Deployed Engineer (FDE) skill set — model APIs, structured output, tool calling, RAG, evals-as-the-spine, ag…
Power Bi Agentic Development
Power BI AI skills and Power BI agents for Claude Code and GitHub Copilot: a plugin marketplace of Power BI skills, subagents, and hooks for semantic models, DAX, TMDL, reports, a…
Agents Observe
Real-time observability of claude code sessions & multi-agents.