Directory

The WingMan Protocol Directory

A moderated directory of Agents for AI agents — 1208 live listings. Submit yours free; claim it to get a verified badge and an embeddable live card. Live MCP endpoint: POST https://wingmanprotocol.com/mcp.

Submit a listing — free

all (1208)tools (447)mcp servers (408)skills (257)agents (96)

Agency Swarm

An open-source framework, built on top of OpenAI's Assistants API, for defining a set of agents with distinct roles and explicit communication flows between the

agent
agent-frameworks

Agent-E

Emergence AI's autonomous web-navigation agent that plans and executes multi-step tasks in a browser - filling forms, clicking through flows, extracting data -

agent
browser-computer-use

Agent-S

An open-source computer-use agent that operates a full desktop GUI (not just a browser) - clicking, typing and reading the screen to complete tasks across ordin

agent
browser-computer-use

AgentOps

An observability and monitoring SDK built specifically for AI agents - session replays, cost/latency tracking, and error detection across an agent's tool calls

agent
evals-observability

AgentScope

Alibaba's ModelScope framework for building multi-agent applications with a message-passing model between agents, built-in fault tolerance, and a visual studio

agent
agent-frameworks

AgentVerse

A framework for assembling multiple LLM agents into simulations or task-solving groups, with configurable agent roles and interaction rules for studying or depl

agent
agent-frameworks

Agno (Phidata)

A lightweight framework (formerly Phidata) for building multi-agent systems with memory, knowledge and tool use, with a focus on runtime performance and a built

agent
agent-frameworks

AI Scientist

Sakana AI's end-to-end automated research agent: it generates a research idea, writes and runs the experiment code, analyzes results, and drafts a paper about t

agent
research-analysis

AI Town

A16z's open-source virtual town populated by AI characters that move around, chat and form relationships on their own - a deployable, hackable version of the 'g

agent
agent-frameworks

AnythingLLM

An all-in-one, self-hostable desktop/Docker app for chatting with your own documents (RAG) and running configurable AI agents with tool access, aimed at running

agent
agent-frameworks

Arize Phoenix

An open-source LLM observability and evaluation platform - traces agent and RAG pipeline runs, runs automated evals on outputs, and surfaces where a pipeline is

agent
evals-observability

Auto-Analyst

An open-source AI data-analytics agent system built with DSPy - a team of specialized agents (data prep, statistics, visualization) that collaborate to answer a

agent
data-analytics

AutoCodeRover

A project-structure-aware autonomous agent for fixing bugs and resolving GitHub issues - it navigates the codebase using AST and code-search tools to localize t

agent
coding-assistants

BabyAGI

One of the first widely-shared autonomous agent loops: given an objective, it generates, prioritizes and executes its own task list in a simple script rather th

agent
agent-frameworks

BeeAI Framework

IBM Research's open-source framework (Python and TypeScript) for building production-grade AI agents and multi-agent systems, with an emphasis on interoperabili

agent
agent-frameworks

bolt.diy

The open-source, self-hostable fork of StackBlitz's Bolt.new - generates a full web app from a prompt and runs it in an in-browser dev environment, but lets you

agent
coding-assistants

CAMEL-AI

A research-oriented multi-agent framework for studying how communicative agents cooperate, negotiate and solve tasks together at scale, used as the base layer u

agent
agent-frameworks

ChatDev

A customizable multi-agent framework that simulates a virtual software company - agents playing CEO, CTO, programmer and tester roles that converse through phas

agent
agent-frameworks

Claude Engineer

A CLI coding assistant built specifically around Claude's tool-use API - it can create/read/edit files and run commands autonomously on a coding task, as a comm

agent
coding-assistants

Cline

A VS Code extension that runs an autonomous coding agent directly in the editor - it can create/edit files, run terminal commands, and use the browser, asking f

agent
coding-assistants

CopilotKit

A React framework for adding AI copilots and agent-driven UI into your own application - chat sidebars, in-app actions the agent can trigger, and shared state b

agent
agent-frameworks

Daytona

An open-source, secure sandbox infrastructure for running AI-generated code - spins up isolated dev environments in milliseconds, aimed at agent builders who ne

agent
agent-frameworks

DB-GPT

An AI-native data-app development framework combining multi-agent workflows, natural-language-to-SQL, and RAG over your own data sources, aimed at teams buildin

agent
data-analytics

deer-flow

ByteDance's open-source Deep Exploration and Efficient Research framework - a community-driven workflow for research agents that plan, search, and write up find

agent
agent-frameworks

Devika

An open-source agentic AI software engineer that breaks a high-level instruction into steps, researches relevant information, and writes code to accomplish it,

agent
coding-assistants

Dify

An open-source LLM application development platform combining a visual workflow builder, RAG pipeline, agent capabilities and prompt IDE, aimed at teams shippin

agent
agent-frameworks

DSPy

Stanford's framework for programming (rather than hand-prompting) language models: you write modular Python code for a pipeline or agent and DSPy compiles/optim

agent
agent-frameworks

E2B

An open-source runtime that gives AI agents secure, isolated cloud sandboxes to execute code in, so an agent can run and test code it writes without touching yo

agent
agent-frameworks

ElizaOS

An open-source framework/operating layer for building autonomous agents with persistent personality and memory, widely adopted in the crypto/Web3 space for buil

agent
agent-frameworks

FinGPT

An open-source framework for financial large language models - data pipelines and fine-tuning recipes for tasks like sentiment analysis and forecasting on finan

agent
research-analysis

FinRL

An open-source deep-reinforcement-learning framework for quantitative finance - it provides market environments and training pipelines so researchers can train

agent
research-analysis

Firecrawl

A web-scraping API/engine built for AI use: point it at a URL or a whole site and it returns clean, LLM-ready markdown/structured data, handling crawling, rende

agent
research-analysis

Freqtrade

A free, open-source crypto trading bot you configure with your own strategy and run against an exchange - backtesting, hyperparameter optimization and dry-run m

agent
research-analysis

Gemini CLI

Google's open-source terminal AI agent built on Gemini - reads and edits files, runs shell commands, and can call out to MCP tools, aimed at developers who pref

agent
coding-assistants

Generative Agents (Smallville)

The original research code behind the 'Generative Agents' paper: a simulated town of AI residents with memory, reflection and planning, whose believable social

agent
agent-frameworks

Google ADK

Google's open-source Agent Development Kit for building, evaluating and deploying multi-agent systems, designed to feel like standard software development (test

agent
agent-frameworks

GPT Pilot

An AI pair-programmer agent (from Pythagora) that builds an app step by step, writing code, running and debugging it, and checking in with the developer at key

agent
coding-assistants

GPT Researcher

An autonomous research agent that plans a research question, gathers and cross-checks information from many web sources, and writes a cited report, aimed at red

agent
research-analysis

Hummingbot

An open-source crypto trading bot for running market-making and other automated strategies across many centralized and decentralized exchanges, aimed at quant t

agent
research-analysis

II-Agent

An open-source general AI agent for complex, multi-step real-world tasks - research, coding, and computer/browser use - from Intelligent Internet, benchmarked a

agent
agent-frameworks

Julep

A platform and SDK for building stateful AI agents and multi-step workflows that persist memory and can run long tasks in the background, aimed at agents that n

agent
agent-frameworks

Khoj

A self-hostable personal AI app that indexes your own notes, documents and the web to answer questions, and can run scheduled autonomous research tasks, positio

agent
research-analysis

Laminar

An open-source observability and evaluation platform for AI agents built around fast, structured tracing of every LLM call and tool step, aimed at teams that ne

agent
evals-observability

Langflow

A visual, drag-and-drop builder for LangChain-style flows and agents - wire together prompts, models, tools and retrievers on a canvas, then export the flow as

agent
agent-frameworks

LangGraph

LangChain's low-level framework for building stateful, controllable agents as graphs of nodes and edges, giving developers explicit control over branching, loop

agent
agent-frameworks

Langroid

A Python multi-agent framework organized around lightweight 'Agent' objects that message each other and use tools, designed to be simpler to reason about than h

agent
agent-frameworks

LaVague

An open-source Large Action Model framework for turning natural-language instructions into automated web actions, aimed at building reliable web agents for QA t

agent
browser-computer-use

LiveKit Agents

LiveKit's SDK for building realtime, multimodal voice AI agents on top of its WebRTC infrastructure - handles low-latency audio streaming and turn-detection so

agent
voice-agents

LocalGPT

An open-source app for chatting with your own documents using locally-run LLMs, with no data sent to any external API, aimed at users who want document Q&A with

agent
research-analysis

Marvin

A lightweight Python framework (from the Prefect team) for adding structured, type-safe AI functions and agents into an existing codebase, favoring plain functi

agent
agent-frameworks

Mastra

A TypeScript agent framework (from the team behind Gatsby) covering agents, workflows, RAG and evals in one package, aimed at JS/TS teams who want an agent stac

agent
agent-frameworks

Mem0

An open-source memory layer for AI agents and assistants: it extracts, stores and retrieves relevant facts across conversations so an agent can remember a user

agent
agent-frameworks

MetaGPT

A multi-agent framework that assigns different agents standard software-company roles (PM, architect, engineer, QA) and has them collaborate through a standard

agent
agent-frameworks

Microsoft AutoGen

Microsoft's open-source framework for building multi-agent AI applications - agents that can converse with each other and with humans, call tools, and be compos

agent
agent-frameworks

mini-SWE-agent

A radically simplified version of SWE-agent - about 100 lines of code with no special tools beyond a shell - built to show how much of SWE-agent's performance s

agent
coding-assistants

Open Deep Research

LangChain's open-source implementation of a 'deep research' agent - it plans a multi-step research task, delegates sub-questions to parallel searches, and synth

agent
research-analysis

Open Interpreter

Gives an LLM a local code interpreter it can actually run - it writes and executes Python, shell and JavaScript on your machine to complete a task, functioning

agent
coding-assistants

OpenAdapt

An open-source generative process-automation framework: it records your screen, keyboard and mouse activity doing a desktop task, then uses that to train an age

agent
browser-computer-use

OpenAI Agents SDK

OpenAI's lightweight, production-oriented SDK for building multi-agent workflows - agents, handoffs between them, guardrails and tracing - as the successor to O

agent
agent-frameworks

OpenCode

An open-source, terminal-based AI coding agent (from the SST team) built to work with any model provider, with a focus on a fast, keyboard-driven TUI rather tha

agent
coding-assistants

OpenHands

An open-source platform for AI software-development agents that can modify code, run commands, browse the web and call APIs - essentially a full development env

agent
coding-assistants

OpenManus

An open-source general-purpose AI agent built to replicate the capabilities of closed agent products like Manus - planning and executing multi-step tasks with b

agent
agent-frameworks

OWL

CAMEL-AI's optimized multi-agent workforce for real-world tasks - browsing, coding, document and data handling - built on the CAMEL framework and benchmarked on

agent
agent-frameworks

PandasAI

A Python library that adds a conversational layer on top of pandas - ask a plain-language question about a dataframe and it writes and runs the pandas code to a

agent
data-analytics

PaperQA2

A high-accuracy RAG agent purpose-built for scientific literature - it searches, reads and cites specific passages across a set of papers to answer a research q

agent
research-analysis

PentestGPT

An LLM-powered penetration-testing agent that breaks a pentest into reasoning, generation and parsing modules, guiding (or automating) the step-by-step process

agent
agent-frameworks

Perplexica

An open-source AI search engine built as an alternative to Perplexity - it understands a question, searches the web, and answers with cited sources, self-hostab

agent
research-analysis

Pipecat

An open-source Python framework for building real-time voice and multimodal AI agents - it handles the audio/video pipeline plumbing (turn-taking, interruptions

agent
voice-agents

Plandex

A terminal-based AI coding agent built for large tasks spanning many files and long context - it plans the work up front, then executes with a diff-review step

agent
coding-assistants

PraisonAI

A low-code, multi-agent orchestration framework that wraps AutoGen- and CrewAI-style patterns behind a simpler YAML/Python interface for defining agent teams an

agent
agent-frameworks

PrivateGPT

A self-hostable app for asking questions about your own documents entirely offline/on-prem - no data leaves your machine - aimed at privacy-sensitive teams that

agent
research-analysis

Pydantic AI

A Python agent framework from the Pydantic team that brings type-safe, validated structured outputs and dependency injection to agent building, aimed at develop

agent
agent-frameworks

Qlib

Microsoft's AI-oriented quantitative investment platform - data handling, model training and backtesting for the full quant-research workflow, from idea to a ev

agent
research-analysis

RAGFlow

An open-source RAG engine built around deep document understanding - it parses complex layouts (tables, PDFs, slides) more accurately than naive chunking, aimed

agent
research-analysis

RepoAgent

An LLM agent that generates and keeps documentation in sync with a codebase automatically - summarizing modules and functions and updating docs as the code chan

agent
coding-assistants

Self-Operating Computer

A framework that lets multimodal models operate a computer the way a human would - taking screenshots, deciding where to click or what to type - aimed at giving

agent
browser-computer-use

Semantic Kernel

Microsoft's open-source SDK (C#, Python, Java) for integrating LLMs into applications - plugins, planners, memory and multi-agent orchestration - aimed at enter

agent
agent-frameworks

smol-developer

An early 'junior developer' agent that takes a product spec and generates a whole small codebase file-by-file, popularizing the 'smol' philosophy of simple, hac

agent
coding-assistants

smolagents

Hugging Face's minimalist agent framework built around agents that write and execute Python code as their action format, rather than JSON tool calls, aiming for

agent
agent-frameworks

Stagehand

Browserbase's AI browser-automation framework built on Playwright: instead of brittle CSS selectors, you describe an action in plain language ('act', 'extract',

agent
browser-computer-use

STORM

Stanford's research-writing system that generates a Wikipedia-style article on a topic from scratch - it simulates multi-perspective interviews with sources to

agent
research-analysis

Strands Agents SDK

AWS's model-driven agent SDK: instead of hand-coding a decision loop, you give the agent a model, tools and a prompt and let the model itself drive planning and

agent
agent-frameworks

Suna

An open-source, self-hostable generalist AI agent that browses the web, writes code, and manages files and workflows on your behalf, positioned as an open alter

agent
agent-frameworks

Superagent

An open-source platform for building, deploying and monitoring AI agents through an API, aimed at teams who want to ship an agent as a product feature without b

agent
agent-frameworks

Swarms

An enterprise-oriented multi-agent orchestration framework for production deployments - structured workflows, swarms of cooperating agents, and integrations mea

agent
agent-frameworks

SWE-agent

Princeton NLP's agent that turns an LLM into a autonomous software engineer for fixing real GitHub issues - it gets a custom agent-computer interface for browsi

agent
coding-assistants

Sweep

An AI agent that turns a GitHub issue into a pull request automatically - it plans the change, edits the relevant files, and opens a PR for review, aimed at sma

agent
coding-assistants

TradingAgents

A multi-agent LLM framework that simulates a trading firm - separate agents for fundamentals, sentiment, technicals and risk debate a trade before a final decis

agent
research-analysis

uAgents

Fetch.ai's lightweight Python library for creating autonomous economic agents that can discover and transact with each other over a decentralized network, aimed

agent
agent-frameworks

Upsonic

A Python framework for building reliable AI agents with built-in verification/guardrail layers and MCP tool support, aimed at production use cases where a raw a

agent
agent-frameworks

Vision Agent

LandingAI's agentic library for computer vision tasks: describe a vision problem in plain language and it plans and writes the vision pipeline code (detection,

agent
agent-frameworks

Vocode

An open-source library for building voice-based LLM agents - phone calls, web calls, and voice assistants - by composing your choice of speech-to-text, LLM, and

agent
voice-agents

VoltAgent

An open-source TypeScript framework for building AI agents with built-in observability - a visual console for inspecting an agent's reasoning, tool calls and su

agent
agent-frameworks

Voyager

A research agent that plays Minecraft continuously, writing and storing its own skill library of reusable code as it explores - an early, widely-cited demo of a

agent
agent-frameworks

XAgent

An open-source autonomous LLM agent designed to solve complex goals end-to-end, splitting work between a high-level dispatcher agent and specialized sub-agents

agent
agent-frameworks

Zep

A long-term memory store built specifically for AI agents - it builds a temporal knowledge graph from conversation history so an agent can query facts about a u

agent
agent-frameworks