Orchestration
· 153Frameworks and engines for coordinating multi-agent workflows — task routing, durable execution, human-in-the-loop handoffs, and parallel agent management.
53 officialListings
Agent Lightning
API · CLIOptimizes any AI agent with reinforcement learning without rewriting it, decoupling training from execution so existing…
AutoGPT
API · CLIBuilds, deploys and runs continuous autonomous agents through a low-code block-based builder, the project that…
Claude Code
CLI · APIAnthropic's agentic coding tool that runs in the terminal, reads and edits codebases, executes commands, and connects…
Codex CLI
CLI · MCPRuns a coding agent locally in the terminal, editing files and executing commands inside an OS sandbox with…
DeepSeek Harness
CLI · APIRuns coding agents on a plugin-composed harness where models, tools, skills, sessions, sandboxes, storage, and the UI…
Google AX
API · CLIRuns sandboxed agentic tasks at cluster scale from declarative YAML Task, Workspace, and Model manifests on Agent…
Hermes Agent
CLIRuns a self-improving personal agent from a terminal TUI or a Telegram/Discord/Slack gateway, creating its own skills…
Kong AI Gateway
API · CLI · MCPGoverns and meters LLM and agent traffic through a high-performance API gateway, with an MCP gateway that turns…
OpenAI Agents API
API · MCPRun OpenAI's Codex harness as a managed service — durable sessions that survive restarts, hosted or self-hosted…
OpenClaw
CLI · APIRuns a self-hosted, local-first personal AI assistant across WhatsApp, Telegram, Slack, and Discord. Ships a CLI…
OpenManus
CLI · APIBuilds general-purpose autonomous agents that plan, browse the web, run code, and use tools — an open, no-invite-code…
Orca
CLI · APIRuns fleets of coding agents in parallel git worktrees, letting you launch Claude Code, Codex, OpenCode and others side…
Pi
CLI · API · MCPBuild coding agents on a minimal harness — a unified LLM API across providers, a compact agent loop, a terminal UI, and…
A2A Protocol
APIDefines the Agent2Agent interoperability protocol and SDKs so agents built on different frameworks discover each other…
AAMARVA
APIManage AI agent identities, MCP server and tool assignments, IP access policies, fleet activity, and end-to-end…
AG2
APIBuilds multi-agent systems in Python with async agents, @tool functions, human-in-the-loop pauses, and a…
Agent Native
MCP · APIProvides a framework and thirteen MCP servers for building agentic apps, covering mail, calendar, chat, content…
Agent Orchestrator
CLIRuns and supervises parallel coding agents, each in its own branch and worktree, with a planning orchestrator and a…
Agent S
API · CLIOperates desktop graphical interfaces like a person, combining hierarchical planning with visual grounding to click…
Agent Substrate
API · CLIRuns agents in secure-by-default microVM sandboxes on GKE, delivering high sandbox density and sub-second resume…
Agent Zero
CLI · APIRuns a general-purpose personal agentic framework with persistent memory, tool use, code execution, and multi-agent…
Agentlas OS
CLI · MCPKeeps specialist agents in a local-first hub and spins up a temporary orchestrator per task, staffing it from local…
AgentRQ
MCP · CLIHuman-in-the-loop task manager for AI agents. Agents assign tasks to you; you assign back. Native Claude Code push…
AgentScope
CLI · APIBuilds multi-agent applications with a Python framework focused on transparency, observability, and tracing. Includes a…
agmsg
CLILets CLI coding agents like Claude Code, Codex, and Gemini CLI message each other directly through a shared local…
Agor
API · MCP · CLIRuns multiplayer spatial boards where teams and coding agents share git branches, sessions, and dev environments, with…
AI21 Studio
APIServes AI21's Jamba models and the Maestro agent-run API with file search, web search and remote MCP tools, for…
Amp
CLI · APISourcegraph's autonomous coding agent that works across large codebases using code search and indexing to ground its…
Archon
API · CLIRuns coding agents through YAML-defined workflows (plan, implement, validate, review, open a PR), each in its own git…
Atlassian MCP Server
MCPOfficial Atlassian MCP server giving agents access to Jira issues and Confluence pages for search, creation, and…
AutoGen
API · CLIMicrosoft's open-source multi-agent framework. Supports conversational, autonomous, and human-in-the-loop agent…
Autolith
API · CLIProgramming agent that keeps a live runtime alongside the code, letting it evaluate and inspect program state while…
Baidu Qianfan
APIServes Baidu's ERNIE and third-party models through an OpenAI-compatible API and hosts an agent development platform…
Bifrost
API · CLIRoutes LLM requests across 23+ providers through one OpenAI-compatible API, with automatic failover, load balancing…
Botpress
API · CLIBuild and deploy LLM-powered chat agents with a visual flow editor, 100+ channel and service integrations, autonomous…
Buzz
CLI · APICombines team chat, a Git forge and AI agents on the Nostr protocol, giving each agent a cryptographic identity and…
Celigo MCP Server
MCPLets AI coding assistants manage Celigo integrator.io integrations, flows, connections, errors, and jobs over a hosted…
Channels SDK
API · CLISDK from CopilotKit for exposing any agent through chat surfaces like Slack and Microsoft Teams without rewriting the…
Cherry Studio
MCPRuns a Windows, Mac, and Linux desktop client for OpenAI, Gemini, Anthropic, Ollama, and LM Studio models, with 300+…
Claude Agent SDK
APILets Python and TypeScript developers embed the Claude Code agent loop in their apps, with built-in tools, hooks…
Claude Flow
CLI · MCPOrchestrates multi-agent swarms for Claude Code — 100+ specialized agents, shared memory, and consensus topologies via…
Cloudflare OS
API · CLICloudflare platform for running agents, apps, and background work on the edge network, with integrated compute…
Corgi
CLIRuns your coding agents in a terminal multiplexer that shows which are working, finished or need you, with a scriptable…
CrewAI
API · MCP · CLIMulti-agent orchestration framework for building teams of AI agents that collaborate, delegate, and solve complex tasks…
Cumora
API · CLIRuns team chat where AI agents are first-class teammates with personas, memory, and the ability to claim work…
Cursor Agent SDK
API · CLILets developers define, test, evaluate, and deploy agents as Markdown and TypeScript code, on Cursor-managed hosting or…
Dify
API · MCPOpen-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent…
DigitalOcean Managed Agents
API · CLI · MCPRuns agent harnesses like Claude Code, Codex CLI, and LangGraph in isolated cloud microVM sessions, with governed…
Docker Agent
CLI · MCP · APILets developers define multi-agent teams in YAML and run them with the docker agent CLI, expose them over MCP or an…
Docker MCP Gateway
MCP · CLIRuns containerized MCP servers from the Docker MCP Catalog behind one gateway, managed with the `docker mcp` CLI plugin…
Dograh
API · MCPBuilds and self-hosts voice AI agents with a visual workflow builder, telephony, and bring-your-own-key…
Eigent
CLI · APIRuns a local multi-agent desktop workforce that splits tasks across specialized workers with browser, terminal, and…
Ekko Studio
CLI · MCPRuns Hermes Agent, its own Ekko Agent, and 14 coding agents such as Claude Code and Codex in one local-first desktop or…
Eliza
CLI · APIBuilds autonomous agents with a TypeScript framework and large plugin ecosystem, spanning chat, social, and onchain…
Experiential
API · CLIRoutes requests across closed, open-source, local, and custom models behind one OpenRouter-compatible gateway, turning…
Factory
CLI · MCPRuns enterprise coding Droids from the terminal with MCP tools, reusable Missions and Skills, plus a headless exec mode…
fast-agent
CLI · API · MCPDefine and run multi-agent workflows in Python with first-class MCP support — chains, routers, parallel fan-out…
FastGPT
API · MCPBuilds AI agents on a visual Flow canvas backed by hybrid-retrieval knowledge bases, workflow and RPA nodes…
Flowise
APIOpen-source drag-and-drop UI for building LLM flows and AI agents. Deploy as a self-hosted server with REST API for…
Flyte
API · CLIOrchestrates ML pipelines, model serving, and agent workloads as durable tasks written in pure Python, with the flyte…
FrontierAgent
CLI · APIRuns an open-source agent runtime and terminal TUI with ReAct and coordinator-plus-subagent team modes, installable in…
fx
CLIEmbeds a tiny native coding agent written in Zig into larger systems, installable with one command. Open source and…
Gas Town
CLICoordinates 20 to 30 coding agents such as Claude Code, Codex, and Copilot across git repos, keeping work state in…
Genkit
API · CLIBuilds AI features and agent flows in JavaScript, Go or Python with typed flows, tool calling and a local dev UI for…
Golem
API · CLI · MCPRuns durable WebAssembly agents written in Rust, TypeScript, Scala, or MoonBit with automatic state recovery, exposed…
Google ADK
CLI · APIBuilds and orchestrates multi-agent systems with a code-first Python and Java SDK plus CLI. Google's Agent Development…
Google Home MCP
MCPLets agents query smart-home telemetry, issue device commands, and read event history across a Google Home structure…
Griptape
API · CLIBuild agents, pipelines, and workflows in Python with explicit control over prompts, memory, and tool access…
Harness by Autonomous
CLI · MCPRuns Claude Code, Codex, Cursor and other coding agents across your laptop, servers and GPU boxes from one end-to-end…
Harness²
CLIOptimizes an agent's harness (prompts, tools, memory, skills, subagents) on unseen tasks through recursive…
Hatchet
API · CLIDurable task orchestration engine for AI agents — parallel workloads, automatic retries, concurrency controls, and…
Herdr
CLIRuns and manages multiple coding agents side by side in the terminal — an agent multiplexer to launch, monitor, and…
holaOS
MCP · APIRun an agentic workspace on your own infrastructure — 100+ integrations, MCP, browser and local file access, and shared…
Hourtick
API · MCPTracks billable time, tasks and team chat for people and AI agents via an OAuth-gated MCP server and an OpenAPI 3.1…
HumanLayer
API · MCPGates autonomous agent tool calls behind human approval in Slack or email, so high-risk actions require a person to…
IBM ContextForge
API · MCP · CLIRuns a self-hosted gateway and registry that federates MCP servers, A2A agents, and REST/gRPC APIs behind one endpoint…
IBM watsonx Orchestrate
APIBuild and govern enterprise AI agents on IBM infrastructure — an agent builder, prebuilt agent catalog, multi-agent…
IFTTT MCP
API · MCPLets AI assistants run actions, query live data, and create Applets across the services connected to an IFTTT account…
Inngest
API · CLIDurable execution platform for event-driven and long-running agent workflows, with automatic retries, step functions…
IntentKit
APIRuns a self-hosted cluster of collaborating AI agents that chat on Telegram, Slack, and Lark, act on schedules, and…
It's a Plan
API · MCP · CLIRuns a self-hosted issue tracker where AI agents take issues as teammates, with a REST API, MCP server, webhooks and a…
KaibanJS
API · CLIBuilds multi-agent systems in JavaScript with role-based agents, tasks, and teams that run on a Kanban-style board, for…
Kestra
API · CLI · MCPOrchestrates event-driven workflows declared in YAML, with a REST API and MCP server so agents can trigger, monitor…
Kiro Crew
CLI · APICarries development context across sessions in a persistent workspace and coordinates agents over CLI, chat platforms…
Klavis AI
API · MCP · CLIConnects agents to 100+ third-party MCP integrations with managed OAuth, hosted or self-hosted servers, and Strata…
LangChain
API · CLIFramework for building LLM applications and agents, with composable chains, tool calling, retrieval, and a large…
Langflow
API · MCP · CLIVisual builder for AI agents and workflows — drag-and-drop graphs compiled to REST endpoints. Every flow becomes an MCP…
LangGraph
API · CLIGraph-based agent orchestration with stateful multi-actor workflows. Deploy agents as REST APIs via LangGraph Platform.…
LLM Space
—Prototypes, traces, replays, and evaluates LLM agents in a local macOS desktop app, and exports threads as runnable…
Lyzr
APIBuilds and runs enterprise agents entirely inside private cloud or on-prem infrastructure, keeping data and model calls…
magentic
APITurns LLM prompts into typed Python functions with decorators for structured output, function calling, and streaming…
mcp-agent
API · MCPBuilds agents from MCP servers using composable workflow patterns from the Building Effective Agents playbook, handling…
mcp-use
API · CLI · MCPBuild MCP servers and MCP-powered apps from one fullstack framework — connect any LLM to any MCP server, or ship…
Microsoft Agent Framework
API · CLIBuilds and orchestrates multi-agent apps with a .NET and Python SDK. The successor unifying Semantic Kernel and AutoGen…
Microsoft Copilot SDK
APIEmbeds the agent runtime behind Copilot CLI in your own apps, with TypeScript, Python, Go, .NET, Java, and Rust SDKs…
Microsoft PromptFlow
API · CLIBuild, evaluate, and deploy LLM applications as visual DAG flows — chain prompts, Python, and tools, then run batch…
Mirascope
APICalls any frontier LLM through one Python or TypeScript interface with decorators for structured output, tools, agents…
Mistral AI
APIServes open-weight and frontier models through La Plateforme, with an Agents API adding persistent agents, built-in…
monday.com MCP
MCP · CLI · APILets AI agents read and update monday.com boards, items, columns, updates, and forms through a hosted OAuth MCP server…
Mu
CLI · APILightweight toolkit giving agents a standard set of callable tools and a small server to host them, written in Go.
Multica
CLI · APIGives teams a shared issue board where coding agents such as Claude Code, Codex, and Cursor take assigned issues, run…
Munder Difflin
APIAgent harness that runs a simulated office of collaborating agents, assigning roles and routing work between them on…
Muse Code
CLI · APIHandles long-horizon, multi-file coding work across large repositories from the terminal, spawning persistent async…
Notion Skills API
API · CLITurns a Notion workspace into an agent-neutral skills library, serving spec-compliant skill files over an API with an…
NVIDIA NeMo Agent Toolkit
API · CLI · MCPConnects, profiles, evaluates, and optimizes agent workflows across frameworks like LangChain, LlamaIndex, and CrewAI…
Omnara
API · CLI · MCPSupervises managed coding agents from a single control plane across terminal, web, and mobile, letting you monitor and…
Omni by xpander
API · CLITakes a locally built agent to production cloud — wires up its tools and skills, tests it against mock data, then…
OpenAgentForum
API · MCP · CLICoordinates autonomous agents over an Ed25519-signed message protocol: public channels, encrypted DMs, task bounties…
OpenAgents
API · CLIRuns a collaboration workspace where agents delegate to each other by mention, reachable through Python and TypeScript…
OpenAI Symphony
CLIWatches an issue tracker such as Linear or GitHub Issues and runs a Codex agent in its own workspace for each claimed…
OpenBot
API · CLI · MCPRuns open-source AI coworkers that each get a sandboxed computer with their own browser logins, files, and granted…
OpenChamber
CLIAgentic development environment that gives coding agents a persistent workspace, tool access, and review surfaces…
OpenComputer
API · CLIDeploys TypeScript agents onto real Linux machines with durable sessions and tool support, hosted or self-run.…
OpenExecutive
APIRuns a virtual executive team as a single coherent persona backed by eight specialist agents, built on FastAPI and…
OpenFang
CLI · API · MCPRuns scheduled autonomous agents from a single Rust binary, with seven bundled Hands, 40 channel adapters, an…
OpenHuman
CLI · APIRuns an open-source agent harness with a Rust core as a desktop app, browser UI, terminal client or embeddable library…
Orthogonal
API · MCP · CLILets agents discover, pay for, and call third-party APIs per use through a capability marketplace spanning more than…
OzBrain
API · MCPShared knowledge layer that lets multiple agents read and write to a common memory, so context learned by one agent is…
Paperclip
CLI · APIRuns teams of coding and business agents as a self-hosted company with an org chart, ticketed tasks, heartbeats…
Paseo
CLI · APIRuns Claude Code, Codex, Copilot, OpenCode, and other coding agents in parallel on your own machines through a local…
Plane
API · MCPManages projects, work items, cycles, and wiki pages for software teams via REST API, webhooks, and an official MCP…
Pragor
API · MCPCoordinate human and AI-agent teams on a shared project board with tasks, messages, approvals, and an audit trail…
PraisonAI
CLI · APIBuilds production multi-agent systems with a Python framework and low-code layer — self-reflection, tool use, and 100+…
Prime Agent
APISelf-improving reinforcement-learned agent from Prime Intellect that refines its own policy across long-horizon tasks.
qm
CLIMultiplayer agent harness for coordinating several coding agents on shared work, with run isolation and a common queue.
Qwen Code
CLI · APIRuns an open-source coding agent in the terminal with subagents, agent teams, hooks, skills, plan mode and MCP…
Sakana Fugu
API · CLIRoutes and coordinates frontier models per task through one API and CLI. Multi-agent orchestration model from Sakana…
SandBase Harness
CLI · MCPRuns local-first, self-hosted AI agents with persistent sessions, sandboxed tools, memory, credentials, audit trails…
Sierra
APIBuilds customer-facing conversational agents with a declarative Agent SDK, guardrails, and an Agent OS runtime spanning…
Sim
API · MCPBuilds agent workflows on a visual canvas and ships each one as a versioned REST endpoint or MCP tool, connecting…
SoL-Pi
CLI · APIExtends the Pi agent harness with AutoResearch loops from NVIDIA, improving efficiency on long-running autonomous…
Spring AI Alibaba
API · MCPBuilds agentic, workflow and multi-agent applications in Java and Spring Boot on a graph runtime for stateful agents…
Strands Agents
API · CLI · MCPBuilds production agent harnesses in Python or TypeScript with a model-driven agent loop, pluggable model providers…
Suna
APIOpen-source generalist AI agent that browses the web, manages files, runs shell commands, and deploys apps from…
Superhuman Go
API · MCP · ExtensionRuns a cross-app assistant with no-code custom agents, an Agent Store, and MCP connectors; developers extend it with…
Superset
CLIRuns hundreds of coding agents in parallel from a terminal-first IDE, isolating each in its own git worktree so…
SwarmMemo
MCP · APIPost and read public agent messages, send private DMs, and create or claim paid tasks over a keyless MCP endpoint or…
T3 Code
CLIControls the coding agents already on your machine, such as Claude Code, Codex, Cursor and OpenCode, from a desktop…
Temporal
API · CLIDurable workflow execution engine that survives crashes, retries automatically, and pauses for human input. Used by…
ThreadKeep
MCP · APISaves an agent task's goal, decisions and next action as durable checkpoints over MCP, so work can be recovered and…
ToolUniverse
API · MCPCurates a large collection of scientific tools and MCP servers for AI scientists, exposing biomedical and research APIs…
TradingAgents
CLI · APISimulates a trading firm with LLM agents in analyst, researcher, trader, and risk-manager roles that debate positions…
Trellis
CLIPersists specs, task PRDs and session journals in your repo and injects them into coding agents such as Claude Code…
Vendo
CLI · APIOpen-source layer that lets end users build features on top of your product using agents, with scoped execution and…
Vercel Agent Harnesses
APIRuns Claude Code, Codex, OpenCode, and Pi as durable harnesses whose turns resume after crashes or timeouts, for teams…
Viktor
API · MCPPut an AI coworker in Slack or Microsoft Teams that analyzes data, builds internal tools, and coordinates cross-system…
VoltAgent
API · CLIBuilds TypeScript AI agents with tools, memory, and sub-agent supervision, paired with a local observability console…
Warp
CLI · MCPCombines a Rust terminal with an Oz orchestration layer that dispatches concurrent cloud coding agents triggered by…
Windmill
API · CLI · MCPTurns scripts in Python, TypeScript, Go, and Bash into versioned APIs, workflows, and UIs, acting as an execution…
WRITER
API · MCPBuilds enterprise agents on WRITER's Palmyra models with chat completion, Knowledge Graph RAG, guardrails, and Agent…
Xirp
CLIManages concurrent Claude Code, Codex, and Gemini CLI sessions, each isolated in its own git worktree, with context…
ZeroClaw
CLI · APIRuns a small, fast, fully autonomous personal assistant agent as a self-contained runtime deployable across operating…
Zeroshot
CLIRuns coding agents through a configurable graph of implementation, independent review and bounded repair, with parallel…