switchboard

Orchestration

Frameworks and engines for coordinating multi-agent workflows — task routing, durable execution, human-in-the-loop handoffs, and parallel agent management.

A

Agent Lightning

Featured

Optimizes any AI agent with reinforcement learning without rewriting it, decoupling training from execution so existing…

OrchestrationResearch & Knowledge
APICLI
3 skillsNone
A

AutoGPT

Featured

Builds, deploys and runs continuous autonomous agents through a low-code block-based builder, the project that populari…

OrchestrationInfrastructure & Ops
APICLI
3 skillsAPI Key
B

Buzz

Featured

Combines team chat, a Git forge and AI agents on the Nostr protocol, giving each agent a cryptographic identity and sco…

Communication & MessagingOrchestration
CLIAPI
3 skillsNone
C

Codex CLI

Featured

Runs a coding agent locally in the terminal, editing files and executing commands inside an OS sandbox with configurabl…

Code & DevToolsOrchestration
CLIMCP
5 skillsOAuth 2.0
D

DeepSeek Harness

Featured

Runs coding agents on a plugin-composed harness where models, tools, skills, sessions, sandboxes, storage, and the UI a…

OrchestrationCode & DevTools
CLIAPI
3 skillsAPI Key
H

Hermes Agent

Featured

Runs a self-improving personal agent from a terminal TUI or a Telegram/Discord/Slack gateway, creating its own skills,…

OrchestrationCommunication & Messaging
CLI
5 skillsAPI Key
O

OpenClaw

Featured

Runs a self-hosted, local-first personal AI assistant across WhatsApp, Telegram, Slack, and Discord. Ships a CLI gatewa…

OrchestrationCommunication & Messaging
CLIAPI
3 skillsNone
O

OpenManus

Featured

Builds general-purpose autonomous agents that plan, browse the web, run code, and use tools — an open, no-invite-code a…

OrchestrationAutonomous Agents
CLIAPI
3 skillsAPI Key
O

Orca

Featured

Runs fleets of coding agents in parallel git worktrees, letting you launch Claude Code, Codex, OpenCode and others side…

OrchestrationCode & DevTools
CLIAPI
3 skillsNone
A

A2A Protocol

Defines the Agent2Agent interoperability protocol and SDKs so agents built on different frameworks discover each other,…

OrchestrationInfrastructure & Ops
API
3 skillsOAuth 2.0
A

AG2

Builds multi-agent systems in Python with async agents, @tool functions, human-in-the-loop pauses, and a hub-and-channe…

OrchestrationCode & DevTools
API
5 skillsNone
A

Agent S

Operates desktop graphical interfaces like a person, combining hierarchical planning with visual grounding to click thr…

Browser & Computer UseOrchestration
APICLI
3 skillsAPI Key
A

Agent Zero

Runs a general-purpose personal agentic framework with persistent memory, tool use, code execution, and multi-agent coo…

OrchestrationAutonomous Agents
CLIAPI
3 skillsNone
A

AgentRQ

Human-in-the-loop task manager for AI agents. Agents assign tasks to you; you assign back. Native Claude Code push noti…

Orchestration
MCPCLI
3 skillsNone
A

AgentScope

Builds multi-agent applications with a Python framework focused on transparency, observability, and tracing. Includes a…

Orchestration
CLIAPI
3 skillsAPI Key
A

Amp

Sourcegraph's autonomous coding agent that works across large codebases using code search and indexing to ground its ed…

Code & DevToolsOrchestration
CLIAPI
0 skillsAPI Key
A

Archon

Runs coding agents through YAML-defined workflows (plan, implement, validate, review, open a PR), each in its own git w…

Code & DevToolsOrchestration
APICLI
5 skillsNone
A

Atlassian MCP Server

Official Atlassian MCP server giving agents access to Jira issues and Confluence pages for search, creation, and update…

OrchestrationCommunication & Messaging
MCP
0 skillsOAuth 2.0
A

AutoGen

Microsoft's open-source multi-agent framework. Supports conversational, autonomous, and human-in-the-loop agent pattern…

Infrastructure & OpsOrchestration
APICLI
5 skillsAPI Key
A

Autolith

Programming agent that keeps a live runtime alongside the code, letting it evaluate and inspect program state while edi…

Code & DevToolsOrchestration
APICLI
0 skillsAPI Key
B

Bifrost

Routes LLM requests across 23+ providers through one OpenAI-compatible API, with automatic failover, load balancing, se…

Infrastructure & OpsOrchestration
APICLI
5 skillsAPI Key
C

Channels SDK

SDK from CopilotKit for exposing any agent through chat surfaces like Slack and Microsoft Teams without rewriting the a…

Communication & MessagingOrchestration
APICLI
0 skillsAPI Key
C

Cherry Studio

Runs a Windows, Mac, and Linux desktop client for OpenAI, Gemini, Anthropic, Ollama, and LM Studio models, with 300+ pr…

Research & KnowledgeOrchestration
MCP
5 skillsAPI Key
C

Claude Code

Anthropic's agentic coding tool that runs in the terminal, reads and edits codebases, executes commands, and connects t…

Code & DevToolsOrchestration
CLIAPI
0 skillsOAuth 2.0
C

Claude Flow

Orchestrates multi-agent swarms for Claude Code — 100+ specialized agents, shared memory, and consensus topologies via…

Orchestration
CLIMCP
3 skillsNone
C

Cloudflare OS

Cloudflare platform for running agents, apps, and background work on the edge network, with integrated compute, storage…

Infrastructure & OpsOrchestration
APICLI
0 skillsAPI Key
C

CrewAI

Multi-agent orchestration framework for building teams of AI agents that collaborate, delegate, and solve complex tasks…

Infrastructure & OpsCode & DevTools
APIMCPCLI
0 skillsAPI Key
C

Cumora

Runs team chat where AI agents are first-class teammates with personas, memory, and the ability to claim work, coordina…

Communication & MessagingOrchestration
APICLI
3 skillsAPI Key
D

Dify

Open-source LLM app and agent development platform. Build, test, and deploy RAG pipelines, chatbots, and multi-agent wo…

Infrastructure & OpsOrchestration
APIMCP
5 skillsAPI Key
D

Dograh

Builds and self-hosts voice AI agents with a visual workflow builder, telephony, and bring-your-own-key speech-to-speec…

Voice & MessagingOrchestration
APIMCP
3 skillsAPI Key
E

Eigent

Runs a local multi-agent desktop workforce that splits tasks across specialized workers with browser, terminal, and fil…

OrchestrationBrowser & Computer Use
CLIAPI
3 skillsAPI Key
E

Eliza

Builds autonomous agents with a TypeScript framework and large plugin ecosystem, spanning chat, social, and onchain act…

Orchestration
CLIAPI
3 skillsAPI Key
E

Experiential

Routes requests across closed, open-source, local, and custom models behind one OpenRouter-compatible gateway, turning…

Infrastructure & OpsOrchestration
APICLI
3 skillsAPI Key
F

Factory

Runs enterprise coding Droids from the terminal with MCP tools, reusable Missions and Skills, plus a headless exec mode…

Code & DevToolsOrchestration
CLIMCP
3 skillsOAuth 2.0
F

FastGPT

Builds AI agents on a visual Flow canvas backed by hybrid-retrieval knowledge bases, workflow and RPA nodes, bidirectio…

OrchestrationResearch & Knowledge
APIMCP
5 skillsAPI Key
F

Flowise

Open-source drag-and-drop UI for building LLM flows and AI agents. Deploy as a self-hosted server with REST API for int…

Infrastructure & OpsOrchestration
API
5 skillsAPI Key
F

FrontierAgent

Runs an open-source agent runtime and terminal TUI with ReAct and coordinator-plus-subagent team modes, installable in…

Autonomous AgentsOrchestration
CLIAPI
3 skillsAPI Key
f

fx

Embeds a tiny native coding agent written in Zig into larger systems, installable with one command. Open source and des…

Code & DevToolsOrchestration
CLI
3 skillsAPI Key
G

Genkit

Builds AI features and agent flows in JavaScript, Go or Python with typed flows, tool calling and a local dev UI for tr…

OrchestrationCode & DevTools
APICLI
3 skillsAPI Key
G

Google ADK

Builds and orchestrates multi-agent systems with a code-first Python and Java SDK plus CLI. Google's Agent Development…

Orchestration
CLIAPI
3 skillsAPI Key
H

Hatchet

Durable task orchestration engine for AI agents — parallel workloads, automatic retries, concurrency controls, and buil…

Orchestration
APICLI
3 skillsAPI Key
H

Headlong

Gives agents persistent agency through a self-guided think loop that keeps running between user interactions. Open-sour…

Autonomous AgentsOrchestration
CLI
3 skillsAPI Key
H

Herdr

Runs and manages multiple coding agents side by side in the terminal — an agent multiplexer to launch, monitor, and swi…

Orchestration
CLI
3 skillsNone
I

Inngest

Durable execution platform for event-driven and long-running agent workflows, with automatic retries, step functions, a…

OrchestrationInfrastructure & Ops
APICLI
0 skillsAPI Key
K

Kiro Crew

Carries development context across sessions in a persistent workspace and coordinates agents over CLI, chat platforms,…

Code & DevToolsOrchestration
CLIAPI
3 skillsOAuth 2.0
K

Klavis AI

Connects agents to 100+ third-party MCP integrations with managed OAuth, hosted or self-hosted servers, and Strata prog…

OrchestrationInfrastructure & Ops
APIMCPCLI
5 skillsAPI Key
L

LangChain

Framework for building LLM applications and agents, with composable chains, tool calling, retrieval, and a large integr…

OrchestrationCode & DevTools
APICLI
0 skillsNone
L

Langflow

Visual builder for AI agents and workflows — drag-and-drop graphs compiled to REST endpoints. Every flow becomes an MCP…

Infrastructure & OpsOrchestration
APIMCPCLI
3 skillsAPI Key
L

LangGraph

Graph-based agent orchestration with stateful multi-actor workflows. Deploy agents as REST APIs via LangGraph Platform.…

Infrastructure & OpsOrchestration
APICLI
3 skillsAPI Key
L

Lyzr

Builds and runs enterprise agents entirely inside private cloud or on-prem infrastructure, keeping data and model calls…

OrchestrationInfrastructure & Ops
API
3 skillsAPI Key
m

mcp-agent

Builds agents from MCP servers using composable workflow patterns from the Building Effective Agents playbook, handling…

Orchestration
APIMCP
3 skillsNone
M

Microsoft Agent Framework

Builds and orchestrates multi-agent apps with a .NET and Python SDK. The successor unifying Semantic Kernel and AutoGen…

Orchestration
APICLI
3 skillsAPI Key
M

Mistral AI

Serves open-weight and frontier models through La Plateforme, with an Agents API adding persistent agents, built-in con…

Language & TranslationOrchestration
API
3 skillsAPI Key
M

Mu

Lightweight toolkit giving agents a standard set of callable tools and a small server to host them, written in Go.

OrchestrationCode & DevTools
CLIAPI
0 skillsNone
M

Munder Difflin

Agent harness that runs a simulated office of collaborating agents, assigning roles and routing work between them on sh…

Orchestration
API
0 skillsAPI Key
M

Muse Code

Handles long-horizon, multi-file coding work across large repositories from the terminal, spawning persistent async sub…

Code & DevToolsOrchestration
CLIAPI
3 skillsAPI Key
O

Omni by xpander

Takes a locally built agent to production cloud — wires up its tools and skills, tests it against mock data, then retur…

OrchestrationInfrastructure & Ops
APICLI
3 skillsAPI Key
O

OpenAgents

Runs a collaboration workspace where agents delegate to each other by mention, reachable through Python and TypeScript…

OrchestrationCommunication & Messaging
APICLI
3 skillsAPI Key
O

OpenBot

Runs open-source AI coworkers that each get a sandboxed computer with their own browser logins, files, and granted tool…

Autonomous AgentsOrchestration
APICLIMCP
3 skillsNone
O

OpenChamber

Agentic development environment that gives coding agents a persistent workspace, tool access, and review surfaces aroun…

Code & DevToolsOrchestration
CLI
0 skillsNone
O

OpenComputer

Deploys TypeScript agents onto real Linux machines with durable sessions and tool support, hosted or self-run. Position…

Infrastructure & OpsOrchestration
APICLI
3 skillsAPI Key
O

OpenExecutive

Runs a virtual executive team as a single coherent persona backed by eight specialist agents, built on FastAPI and Next…

Autonomous AgentsOrchestration
API
3 skillsAPI Key
O

OzBrain

Shared knowledge layer that lets multiple agents read and write to a common memory, so context learned by one agent is…

Memory & StateOrchestration
APIMCP
0 skillsAPI Key
P

PraisonAI

Builds production multi-agent systems with a Python framework and low-code layer — self-reflection, tool use, and 100+…

Orchestration
CLIAPI
3 skillsAPI Key
P

Prime Agent

Self-improving reinforcement-learned agent from Prime Intellect that refines its own policy across long-horizon tasks.

Research & KnowledgeOrchestration
API
0 skillsAPI Key
q

qm

Multiplayer agent harness for coordinating several coding agents on shared work, with run isolation and a common queue.

OrchestrationCode & DevTools
CLI
0 skillsNone
Q

Qwen Code

Runs an open-source coding agent in the terminal with subagents, agent teams, hooks, skills, plan mode and MCP, switcha…

Code & DevToolsOrchestration
CLIAPI
5 skillsAPI Key
S

Sakana Fugu

Routes and coordinates frontier models per task through one API and CLI. Multi-agent orchestration model from Sakana AI…

OrchestrationLanguage & Translation
APICLI
3 skillsAPI Key
S

Sierra

Builds customer-facing conversational agents with a declarative Agent SDK, guardrails, and an Agent OS runtime spanning…

Customer SupportOrchestration
API
3 skillsOAuth 2.0
S

Sim

Builds agent workflows on a visual canvas and ships each one as a versioned REST endpoint or MCP tool, connecting 1,000…

OrchestrationInfrastructure & Ops
APIMCP
5 skillsAPI Key
S

Smithery

MCP registry and hosted gateway with 14,000+ servers, handling OAuth flows, credential injection, and session reuse acr…

OrchestrationInfrastructure & Ops
APICLIMCP
0 skillsOAuth 2.0
S

Spring AI Alibaba

Builds agentic, workflow and multi-agent applications in Java and Spring Boot on a graph runtime for stateful agents, w…

OrchestrationCode & DevTools
APIMCP
5 skillsAPI Key
S

Strands Agents

Builds production agent harnesses in Python or TypeScript with a model-driven agent loop, pluggable model providers, MC…

OrchestrationCode & DevTools
APICLIMCP
5 skillsNone
S

Suna

Open-source generalist AI agent that browses the web, manages files, runs shell commands, and deploys apps from natural…

OrchestrationAutonomous Agents
API
3 skillsAPI Key
T

Temporal

Durable workflow execution engine that survives crashes, retries automatically, and pauses for human input. Used by Ope…

Orchestration
APICLI
3 skillsAPI Key
T

TradingAgents

Simulates a trading firm with LLM agents in analyst, researcher, trader, and risk-manager roles that debate positions a…

Finance & AccountingOrchestration
CLIAPI
3 skillsAPI Key
V

Vendo

Open-source layer that lets end users build features on top of your product using agents, with scoped execution and rev…

Code & DevToolsOrchestration
CLIAPI
0 skillsAPI Key
V

VoltAgent

Builds TypeScript AI agents with tools, memory, and sub-agent supervision, paired with a local observability console th…

OrchestrationCode & DevTools
APICLI
3 skillsAPI Key
W

Warp

Combines a Rust terminal with an Oz orchestration layer that dispatches concurrent cloud coding agents triggered by Sla…

Code & DevToolsOrchestration
CLIMCP
3 skillsOAuth 2.0
X

Xirp

Manages concurrent Claude Code, Codex, and Gemini CLI sessions, each isolated in its own git worktree, with context tha…

Code & DevToolsOrchestration
CLI
3 skillsOAuth 2.0
Z

ZeroClaw

Runs a small, fast, fully autonomous personal assistant agent as a self-contained runtime deployable across operating s…

OrchestrationCode & DevTools
CLIAPI
3 skillsAPI Key
orchestration
Orchestration · 81 agents · Frameworks and engines for coordinating multi-agent workflows — task routing, durable execution, human-in-the-loop handoffs, and parallel agent management.
agents
agent-lightningMicrosoftapi+cliautogptSignificant Gravitasapi+clibuzzBlockcli+apicodex-cliOpenAIcli+mcpdeepseek-harnessDeepSeekcli+apihermes-agentNous ResearchcliopenclawOpenClawcli+apiopenmanusFoundationAgentscli+apiorcaStablycli+apia2a-protocolA2A Project (Linux Foundation)apiag2AG2 AIapiagent-sSimular AIapi+cliagent-zeroAgent Zerocli+apiagentrqContextual, Inc.mcp+cliagentscopeAlibabacli+apiampSourcegraphcli+apiarchonCole Medinapi+cliatlassian-mcpAtlassianmcpautogenMicrosoftapi+cliautolithLambda Symbolicsapi+clibifrostMaxim AIapi+clichannels-sdkCopilotKitapi+clicherry-studioCherryHQmcpclaude-codeAnthropiccli+apiclaude-flowruvnetcli+mcpcloudflare-osCloudflareapi+clicrewaiCrewAIapi+mcp+clicumoraCumoraapi+clidifyLF AI & Data Foundationapi+mcpdograhDograh HQapi+mcpeigentEigent AIcli+apielizaelizaOScli+apiexperientialExperiential Labsapi+clifactory-aiFactorycli+mcpfastgptlabringapi+mcpflowiseFlowiseAIapifrontieragentApodex AIcli+apivercel-fxVercelcligenkitGoogleapi+cligoogle-adkGooglecli+apihatchetHatchet Technologiesapi+cliheadlongLaude InstitutecliherdrOğulcan ÇelikcliinngestInngestapi+clikiro-crewKiro (AWS)cli+apiklavisKlavis AIapi+mcp+clilangchainLangChainapi+clilangflowDataStaxapi+mcp+clilanggraphLangChain AIapi+clilyzrLyzr AIapimcp-agentLastMile AIapi+mcpmicrosoft-agent-frameworkMicrosoftapi+climistral-aiMistral AIapimu-toolsMicrocli+apimunder-difflinMunder Difflinapimuse-codeMeta Superintelligence Labscli+apixpander-omnixpander.aiapi+cliopenagentsOpenAgentsapi+cliopenbotCopilotKitapi+cli+mcpopenchamberOpenChambercliopencomputerDiggerapi+cliopenexecutiveSente LabsapiozbrainOzBrainapi+mcppraisonaiPraisonAIcli+apiprime-agentPrime IntellectapiqmYC Softwarecliqwen-codeAlibaba Qwencli+apisakana-fuguSakana AIapi+clisierra-aiSierraapisimSim Studioapi+mcpsmitheryArcade.devapi+cli+mcpspring-ai-alibabaAlibabaapi+mcpstrands-agentsAWSapi+cli+mcpsunaKortixapitemporalTemporal Technologiesapi+clitrading-agentsTauric Researchcli+apivendoVendocli+apivoltagentVoltAgentapi+cliwarpWarpcli+mcpxirpSpotifyclizeroclawZeroClaw Labscli+api