Automaton · Agents & Automation
AI agents
AI agents in this graph: 130, including OpenClaw, n8n, AutoGPT, Firecrawl, Dify and Langflow.
Agents and workflow tools that do multi-step work for you.
Capabilities in this galaxy
- Build AI agents38
- Knowledge base (RAG)24
- Browser automation20
- Multi-agent orchestration19
- Workflow automation19
- Build a chatbot15
- Chat channel integration15
- Long-term memory for agents14
- Web scraping13
- Hand off multi-step tasks11
- Up-to-date developer docs9
- Web search with answers9
- Computer use8
- Document parsing8
- Vector search8
- Agentic coding7
- Build MCP servers7
- Deploy and host7
- Ask your documents6
- Data analysis6
- Monitoring and error triage6
- Deep research reports5
- Cloud infrastructure4
- Database queries and admin4
Products18
- n8n2019Visual workflow automation with AI nodes. Self-host it or use the cloud.Free plan + paid upgrades
- Firecrawl2024An API that searches, crawls and scrapes websites into clean Markdown or structured data for AI.Open source, free
- Dify2023An open-source platform for building LLM apps, knowledge bases and agents.Open source, free
- Langflow2023A visual builder for AI workflows and agents that you can deploy as APIs or MCP servers.Open source, free · Runs offline
- RAGFlow2023A self-hosted RAG engine that parses complex documents and builds cited Q&A and agents on them.Open source, free
- Coze 扣子2023Build and publish bots and agents with plugins and workflows.Free plan + paid upgrades
- Zapier2012Connects thousands of apps, now with AI agents and steps.Free plan + paid upgrades
- Langchain-Chatchat2023A self-hosted knowledge-base Q&A app built on LangChain and open models, runnable offline.Open source, free · Runs offline
- Chatwoot2019An open-source customer support desk with live chat, email and social channels, and an AI agent.Open source, free
- FastGPT2023A platform for building knowledge-base Q&A apps and agents with visual workflows.Open source, free
- Activepieces2022A self-hostable automation platform for workflows and agents across hundreds of apps.Open source, free
- MaxKB2023A self-hosted platform for building enterprise knowledge-base assistants and agents.Open source, free
- LangBot2022A platform for running AI bots in Discord, Telegram, WeChat, QQ, Feishu and other chat apps.Open source, free
- Botpress2016A platform for building and deploying chatbots and LLM agents across channels.Open source, free
- QAnything2024A local knowledge-base Q&A system from NetEase Youdao that reads many file formats.Open source, free · Runs offline
- Jina Reader2024An API that turns any URL into LLM-friendly Markdown by adding a prefix to it.Open source, free
- Make2016A visual scenario builder for complex automations, with AI steps.Free plan + paid upgrades
- Flowise2023A drag-and-drop builder for LLM flows and agents.Open source, free · Runs offline
Agents14
- OpenClaw2025An open-source personal AI agent that runs on your own machine and acts through chat apps like WhatsApp and Telegram.Open source, free · Runs offline
- AutoGPT2023One of the first viral autonomous agents, chaining GPT-4 calls to pursue a goal; now a platform for building agents.Open source, free
- DeerFlow2025An open-source agent harness from ByteDance that researches, codes and creates with sub-agents and sandboxes.Open source, free · Runs offline
- ChatGPT agent2025An agent mode in ChatGPT that uses its own virtual computer to browse, run code and complete multi-step tasks.
- Claude Cowork2026An agent in the Claude app that carries out multi-step work across your files and connected tools.
- Manus2025A general agent that plans and finishes multi-step tasks on its own computer.Free plan + paid upgrades
- OpenManus2025An open-source general agent, started as an alternative to Manus, that plans and uses tools to finish tasks.Open source, free · Runs offline
- CowAgent2022A self-hosted personal agent, formerly chatgpt-on-wechat, that works through WeChat, Feishu and other chat apps.Open source, free · Runs offline
- UI-TARS Desktop2025A desktop app and CLI from ByteDance that operate your computer, browser and terminal with a vision model.Open source, free · Runs offline
- Skyvern2024An agent that automates browser workflows with vision models, filling forms and navigating sites.Open source, free
- BabyAGI2023A minimal Python agent by Yohei Nakajima that creates, prioritizes and executes its own task list with an LLM.Open source, free · Runs offline
- Lindy2023AI assistants for email, scheduling, sales and support.Free plan + paid upgrades
- Operator2025OpenAI's browser-using agent research preview, later folded into ChatGPT agent.
- Project Mariner2024A Google DeepMind research prototype that browsed and acted on websites for users; its technology moved into Gemini.
MCP servers44
- Context72025An MCP server from Upstash that feeds agents up-to-date, version-specific library documentation and code examples.Open source, free
- Playwright MCP2025Microsoft's MCP server that lets agents drive a web browser through Playwright using accessibility snapshots.Open source, free · Runs offline
- GitHub MCP Server2025GitHub's official MCP server for working with repositories, issues, pull requests and Actions.Open source, free · Runs offline
- Chrome DevTools MCP2025An MCP server from the Chrome DevTools team that lets coding agents inspect, debug and profile a live Chrome.Open source, free
- Serena2025An open-source MCP toolkit that gives coding agents symbol-level code search and editing via language servers.Open source, free · Runs offline
- BlenderMCP2025A community MCP server and add-on that lets language models create and edit 3D scenes in Blender.Open source, free · Runs offline
- AWS MCP Servers2025An open-source suite of MCP servers from AWS Labs covering AWS documentation, services and infrastructure.Open source, free · Runs offline
- Firecrawl MCP Server2024Firecrawl's official MCP server for scraping, crawling, searching and extracting data from websites.Open source, free
- Exa MCP Server2024Exa's MCP server that gives agents web search, page crawling and code search through the Exa API.Open source, free
- Cloudflare MCP Servers2024Cloudflare's set of MCP servers for its docs, Workers, observability, browser rendering and other services.Open source, free
- Brave Search MCP Server2025Brave's official MCP server for web, news, image and local search through the Brave Search API.Open source, free · Runs offline
- Atlassian Remote MCP Server2025Atlassian's hosted MCP server that connects agents to Jira and Confluence.
- Hugging Face MCP Server2025Hugging Face's MCP server for searching models, datasets, Spaces and papers on the Hub and calling Spaces as tools.Open source, free · Runs offline
- DeepWiki MCP2025A free hosted MCP server from Cognition that answers questions about public GitHub repositories using DeepWiki.
- Fetch MCP Server2024A reference MCP server that fetches web pages and converts them to Markdown for language models.Open source, free · Runs offline
- Figma MCP Server2025Figma's MCP server that gives coding agents design context from Figma files for generating code.Runs offline
- Filesystem MCP Server2024A reference MCP server for reading, writing and searching files within directories you allow.Open source, free · Runs offline
- Git MCP Server2024A reference MCP server with tools to read, search and change local Git repositories.Open source, free · Runs offline
- Linear MCP Server2025Linear's hosted MCP server for finding, creating and updating issues, projects and comments.
- Memory MCP Server2024A reference MCP server that gives agents persistent memory stored as a local knowledge graph.Open source, free · Runs offline
- Notion MCP2025Notion's official MCP server for searching, reading and editing pages and databases in a workspace.
- Sequential Thinking MCP Server2024A reference MCP server that helps a model work through problems as a revisable sequence of thoughts.Open source, free · Runs offline
- Slack MCP Server2026Slack's official MCP server for searching channels, sending messages and working with canvases and files.
- Stripe MCP Server2025Stripe's MCP server that lets agents call the Stripe API and search its documentation.
- Supabase MCP Server2025Supabase's MCP server for managing projects, running SQL, applying migrations and reading logs.Open source, free · Runs offline
- Vercel MCP2025Vercel's hosted MCP server for searching its docs and managing projects, deployments and logs.
- Zapier MCP2025Zapier's hosted MCP server that lets AI clients take actions across thousands of connected apps.
- MCP Toolbox for Databases2025Google's open-source MCP server that exposes database queries as tools across Postgres, BigQuery and other engines.Open source, free · Runs offline
- Desktop Commander2024A community MCP server that gives AI clients terminal control, file search and file editing on your computer.Open source, free · Runs offline
- Apify MCP Server2025Apify's MCP server that lets agents run ready-made Actors to scrape and extract web data.Open source, free
- Grafana MCP Server2025Grafana's MCP server for searching dashboards, querying data sources and investigating incidents.Open source, free · Runs offline
- Perplexity MCP Server2025Perplexity's official MCP server that gives agents web-grounded search and answers through its API.Open source, free · Runs offline
- Tavily MCP Server2025Tavily's MCP server offering real-time web search, extraction, mapping and crawling for agents.Open source, free · Runs offline
- Microsoft Learn MCP Server2025Microsoft's MCP server that lets agents search and fetch official Microsoft documentation and code samples.Open source, free
- Qdrant MCP Server2024Qdrant's official MCP server that stores and retrieves memories in a Qdrant vector database.Open source, free · Runs offline
- Terraform MCP Server2025HashiCorp's MCP server that gives agents Terraform Registry data on providers and modules.Open source, free
- MongoDB MCP Server2025MongoDB's MCP server for querying and managing MongoDB databases and Atlas clusters.Open source, free · Runs offline
- Sentry MCP Server2025Sentry's MCP server that lets agents look up errors, issues and traces to help debug applications.Open source, free
- Neon MCP Server2024Neon's MCP server for creating Postgres projects and branches and running SQL in natural language.Open source, free
- Chroma MCP Server2025Chroma's MCP server for creating collections and running vector and full-text search in Chroma.Open source, free · Runs offline
- Browserbase MCP Server2024Browserbase's hosted MCP server that lets agents navigate and act on web pages in cloud browsers.
- Everything MCP Server2024A reference and test MCP server that exercises every protocol feature, for developers building clients.Open source, free
- JetBrains MCP Server2025An MCP server built into JetBrains IDEs that lets external agents use the IDE's code insight and tools.
- Time MCP Server2024A reference MCP server for getting the current time and converting between time zones.Open source, free
Skills23
- GPTs2023Custom versions of ChatGPT that bundle instructions, knowledge files and actions for a specific purpose.
- Superpowers2025An open-source library of skills that teaches coding agents a disciplined workflow of planning, TDD and review.Open source, free
- Cursor Rules2024Reusable instruction files that Cursor's agent applies always, by file pattern or when it judges them relevant.
- DOCX Skill2025An Anthropic skill for creating and editing Word documents, including tracked changes and comments.
- Frontend Design2025An Anthropic skill that steers agents toward distinctive, intentional interface design instead of generic defaults.
- Gems2024Custom versions of Gemini that users set up with instructions and files for repeated tasks.
- MCP Builder2025An Anthropic skill with guidance for building well-designed MCP servers in Python or TypeScript.
- PDF Skill2025An Anthropic skill for reading, creating, merging, splitting and filling PDF files.
- PPTX Skill2025An Anthropic skill for creating, reading and editing PowerPoint presentations.
- Skill Creator2025An Anthropic skill that guides an agent in writing, testing and improving new skills.
- XLSX Skill2025An Anthropic skill for creating, editing and analyzing spreadsheets with formulas and formatting.
- Vercel Agent Skills2025Vercel's collection of agent skills, including React best practices, web design guidelines and deployment.Open source, free
- Codex Skills Catalog2025OpenAI's public catalog of agent skills for Codex.Open source, free
- Hugging Face Skills2025Hugging Face's collection of agent skills for training models, building datasets and using the Hub.Open source, free
- Algorithmic Art2025An Anthropic skill for making generative art with p5.js, seeded randomness and adjustable parameters.
- Brand Guidelines2025An Anthropic example skill that applies Anthropic's brand colors and typography to artifacts.
- Canvas Design2025An Anthropic skill for creating original posters and static visual art as PNG or PDF files.
- Doc Co-authoring2025An Anthropic skill that guides a structured workflow for co-writing specs, proposals and other documents.
- Internal Comms2025An Anthropic skill for writing internal communications such as status reports, updates and newsletters.
- Theme Factory2025An Anthropic skill for styling slides, documents and pages with preset or generated color and font themes.
- Web Artifacts Builder2025An Anthropic skill for building multi-component claude.ai HTML artifacts with React, Tailwind and shadcn/ui.
- Webapp Testing2025An Anthropic skill for testing local web apps with Playwright, including screenshots and browser logs.
- Slack GIF Creator2025An Anthropic skill for making animated GIFs sized and optimized for Slack.
Frameworks31
- LangChain2022A framework and tooling for building and tracing LLM agents.Open source, free
- Crawl4AI2024An open-source web crawler that turns pages into clean, LLM-ready Markdown.Open source, free · Runs offline
- AutoGen2023A Microsoft framework for building applications where multiple LLM agents converse and cooperate.Open source, free · Runs offline
- LlamaIndex2022A framework for connecting LLMs to your data, used for retrieval-augmented generation and document agents.Open source, free · Runs offline
- LangGraph2024A library from LangChain for building stateful, long-running agents as graphs of steps.Open source, free
- OpenAI Agents SDK2025OpenAI's lightweight framework for building agents with tools, handoffs, guardrails and tracing.Open source, free · Runs offline
- Claude Agent SDK2025Anthropic's SDK for building agents on the same agent loop, tools and context management that power Claude Code.Open source, free
- Browser Use2024Lets AI agents operate a real web browser.Open source, free · Runs offline
- MetaGPT2023A multi-agent framework that gives LLMs roles such as product manager and engineer to build software.Open source, free · Runs offline
- Mem02023A memory layer that gives AI agents and apps persistent, personalised memory.Open source, free · Runs offline
- CrewAI2023A framework for teams of role-playing agents that work together.Open source, free
- Agno2022A Python framework and runtime for building and running multi-agent systems.Open source, free · Runs offline
- DSPy2023A Stanford framework for programming language models with modules and optimizers instead of hand-written prompts.Open source, free · Runs offline
- ScrapeGraphAI2024A Python library that builds web scraping pipelines by describing what to extract to an LLM.Open source, free · Runs offline
- Graphiti2024A framework for building knowledge graphs that change over time, as memory and context for agents.Open source, free
- smolagents2024A minimal Hugging Face library for agents that write their actions as Python code.Open source, free · Runs offline
- Semantic Kernel2023Microsoft's SDK for integrating LLMs, plugins and agents into C#, Python and Java applications.Open source, free
- Mastra2024A TypeScript framework for building AI agents, workflows and RAG pipelines.Open source, free · Runs offline
- FastMCP2024A Pythonic framework for building MCP servers and clients with minimal boilerplate.Open source, free
- Haystack2019An open-source Python framework from deepset for building search, RAG and agent pipelines.Open source, free
- Letta2023A platform for building stateful agents with long-term memory that learn over time.Open source, free · Runs offline
- Agent Development Kit2025Google's open-source, code-first toolkit for building, evaluating and deploying AI agents.Open source, free
- Rasa2016An open-source framework for building text and voice conversational assistants.Open source, free
- Pydantic AI2024A Python agent framework from the Pydantic team with type-safe tools and structured outputs.Open source, free · Runs offline
- CAMEL2023A framework for building and studying multi-agent systems with LLMs.Open source, free · Runs offline
- Pipecat2023A Python framework for building real-time voice and multimodal conversational agents.Open source, free · Runs offline
- LiveKit Agents2023A framework for building real-time voice and video AI agents, from web calls to phone lines.Open source, free
- E2B2023Secure cloud sandboxes where AI agents can run the code they write.Open source, free
- Microsoft Agent Framework2025Microsoft's .NET and Python framework for agents and multi-agent workflows that unifies AutoGen and Semantic Kernel.Open source, free
- TEN Framework2024A framework for building real-time, multimodal voice AI agents.Open source, free · Runs offline
- Strands Agents2025An open-source, model-driven SDK from AWS for building agents in a few lines of code.Open source, free · Runs offline
Organizations15
- LangChain2023The company behind the LangChain and LangGraph frameworks and the LangSmith platform.
- Slack2009The company behind Slack, the workplace messaging platform, now part of Salesforce.
- Block2009The financial technology company behind Square and Cash App, and the original developer of the goose agent.
- LlamaIndex2023The company behind the LlamaIndex framework and LlamaParse document parsing for LLM applications.
- Make2016Prague company, formerly Integromat, that makes the Make automation platform and is owned by Celonis.
- Manus2022The startup behind Manus, a general-purpose AI agent, and the earlier Monica assistant.
- n8n2019A Berlin company that makes n8n, a source-available workflow automation tool.
- Zapier2011The company behind Zapier, which connects thousands of apps into automated workflows.
- Browser Use2024Y Combinator startup that maintains the open-source Browser Use library for web-browsing agents.
- Browserbase2024A company that runs headless browsers in the cloud for AI agents and web automation.
- CrewAI2023The company behind CrewAI, a framework for orchestrating teams of AI agents.
- deepset2018A Berlin company that develops the open-source Haystack framework for LLM applications.
- FlowiseAI2023Y Combinator startup behind the open-source Flowise agent builder, acquired by Workday in 2025.
- LangGenius2023The company behind Dify, an open platform for building LLM apps and agents.
- Lindy2023Startup founded by Flo Crivello that builds Lindy, a platform for AI assistants and agents.
People1
Protocols7
- Model Context Protocol2024An open protocol that lets AI applications connect to external tools, data sources and services through servers.Open source, free
- Agent Skills2025An open format that packages instructions, scripts and resources as folders agents load only when a task needs them.Open source, free
- Agent2Agent Protocol2025An open protocol for AI agents built on different frameworks to discover each other and collaborate on tasks.Open source, free
- AGENTS.md2025A plain Markdown file convention that gives coding agents project-specific instructions, like a README for agents.Open source, free
- OpenAI-compatible API2023The de facto HTTP interface, modeled on OpenAI's Chat Completions endpoint, that many model servers and gateways expose.
- Agent Client Protocol2025An open protocol that lets any code editor drive any coding agent, much as LSP connects editors to language servers.Open source, free
- llms.txt2024A proposal for websites to publish a Markdown file at /llms.txt that summarizes their content for language models.Open source, free
Last updated 2026-09-24