Best of Agent Harnesses

Hand-curated, ranked list of 167 AI agent harnesses — the runtimes that close the loop between a stateless model and the outside world.

167 harnesses · 12 categories · MCP-ready · weekly-rescored

claude mcp add agent-harnesses -- uvx agent-harnesses-mcp

The agent-harness landscape: every project plotted by adoption surface against GitHub stars

Browse all 167

ProjectCategory StarsTierOSS
OpenClaw
typescriptmulti-agent
Personal agent runtimes391kcomplex✅
superpowers
memorycliide
Coding harness configs and SDKs292kcomplex✅
Hermes
memorypythonprovider-agnostic
Personal agent runtimes249kslightly complex✅
opencode
mcpprovider-agnosticclituitypescript
Coding agent products (IDEs, CLIs, full suites)210kslightly complex✅
n8n
workflowlocaltypescript
Frameworks206kcomplex⚠️ Fair-code
AutoGPT
memoryevalspython
Frameworks188kcomplex⚠️ Polyform-SU
Anthropic Skills
Coding harness configs and SDKs179kmostly simple⚠️ Anthropic terms
Dify
low-coderagpython
Frameworks157kcomplex⚠️ Fair-code
langflow
low-codepython
Frameworks155kcomplex✅
langchain
python
Frameworks147kcomplex✅
GStack
typescript
Coding harness configs and SDKs134kslightly complex✅
Codex
sandboxprovider-agnosticcli
Coding agent products (IDEs, CLIs, full suites)127kslightly complex✅
browser-use
browserpython
Frameworks116kslightly complex✅
pi
provider-agnostictuirust
Coding agent products (IDEs, CLIs, full suites)110kslightly complex❓
Gemini CLI
mcpclitypescript
Coding agent products (IDEs, CLIs, full suites)107kslightly complex✅
addyosmani/agent-skills
workflowide
Coding harness configs and SDKs99.4kmostly simple✅
claude-mem
memory
Memory and state94.8kslightly complex✅
MCP Servers
mcpmemorytypescript
Plugins, MCPs, CLI tools90.6kmostly simple✅
OpenHands
memorybrowsersandboxpython
Coding agent products (IDEs, CLIs, full suites)89.3kcomplex⚠️ (multi-license)
DeerFlow
memorymulti-agentsandboxpython
Research and task-specific harnesses83kcomplex✅
Headroom
mcprag
Progressive disclosure harnesses73.9kmostly simple✅
Daytona
sandbox
Libraries and SDKs71.7kslightly complex✅
MetaGPT
multi-agentpython
Multi-agent and orchestration70.7kcomplex✅
Cline
idetypescript
Coding agent products (IDEs, CLIs, full suites)69.4kslightly complex✅
Open Interpreter
clipython
Coding agent products (IDEs, CLIs, full suites)68.5kmostly simple✅
AnythingLLM
ragtypescript
Personal agent runtimes66.5kcomplex✅
Mem0
memorypython
Memory and state66.1kslightly complex✅
Context7
mcptrainingtypescript
Plugins, MCPs, CLI tools62.5ksuper simple✅
autogen
multi-agentpython
Multi-agent and orchestration61.2kcomplex✅ CC-BY
LiteLLM
provider-agnosticpython
Libraries and SDKs59.7kmostly simple✅
crewAI
python
Multi-agent and orchestration59.1kcomplex✅
OpenManus
multi-agentpython
Multi-agent and orchestration58.4kcomplex✅
Flowise
low-codetypescript
Frameworks55.5kcomplex⚠️ Apache+CLA
goose
mcprust
Coding agent products (IDEs, CLIs, full suites)54.7kslightly complex✅
awesome-claude-code
Coding harness configs and SDKs54.7ksuper simple❓
chrome-devtools-mcp
mcpbrowsertypescript
Plugins, MCPs, CLI tools52.7kmostly simple✅
llama-index
ragpython
Frameworks52.3kcomplex✅
aider
mcpclipython
Plugins, MCPs, CLI tools49.2kslightly complex✅
nanobot
mcpmemorylocalpython
Personal agent runtimes48.6kmostly simple❓
CowAgent
memorypython
Personal agent runtimes47.1kslightly complex❓
langgraph
workflowpython
Frameworks42.4kslightly complex✅
agno
memoryevalspython
Frameworks42.4kcomplex✅
awesome-cursorrules
ide
Progressive disclosure harnesses40.8ksuper simple✅
wshobson/agents
multi-agentcliide
Coding harness configs and SDKs40ksuper simple✅
Playwright MCP
mcpvisionbrowsertypescript
Plugins, MCPs, CLI tools37.6kmostly simple✅
Khoj
python
Personal agent runtimes37.5kcomplex✅
continue
idetypescript
Plugins, MCPs, CLI tools36kcomplex✅
DeepSeek-Reasonix
memoryclituitypescript
Coding agent products (IDEs, CLIs, full suites)35.7kslightly complex❓
Langfuse
evalstypescript
Observability and eval-ops35.1kslightly complex✅
ChatDev
python
Multi-agent and orchestration34.4kslightly complex✅
oh-my-pi
browserprovider-agnosticcliiderust
Coding agent products (IDEs, CLIs, full suites)33.5kslightly complex✅
github-mcp-server
mcp
Plugins, MCPs, CLI tools33.2kslightly complex✅
Graphiti (Zep)
memoryragworkflowpython
Memory and state31.2kslightly complex✅
cognee
memoryragworkflowpython
Memory and state31kslightly complex✅
Composio
sandboxtool-discoverypythontypescript
Libraries and SDKs30.3kcomplex✅
deepagents
multi-agentsandboxpythontypescript
Libraries and SDKs29.8kslightly complex✅
openai-agents-python
python
Multi-agent and orchestration29.7kmostly simple✅
gpt-researcher
multi-agentpython
Research and task-specific harnesses29.6kcomplex✅
smolagents
sandboxpython
Libraries and SDKs29.5kmostly simple✅
semantic-kernel
python
Frameworks28.6kcomplex✅
mastra
typedtypescript
Frameworks28.4kslightly complex⚠️ Elastic-2.0
crush
memoryclitui
Coding agent products (IDEs, CLIs, full suites)28.3kslightly complex⚠️ FSL-1.1-MIT
vibe-kanban
Coding agent products (IDEs, CLIs, full suites)28.2kslightly complex❓
qwen-code
sandboxclitypescript
Coding agent products (IDEs, CLIs, full suites)28.2kslightly complex❓
MLflow
evalspython
Observability and eval-ops28.2kcomplex✅
beads
memory
Memory and state27.5kmostly simple❓
Symphony
sandbox
Coding agent products (IDEs, CLIs, full suites)27.4kcomplex❓
Kilo Code
mcpcliidetypescript
Coding agent products (IDEs, CLIs, full suites)27.4kslightly complex❓
planning-with-files
memory
Coding harness configs and SDKs27.1kmostly simple❓
vercel/ai
provider-agnostictypescript
Libraries and SDKs27kslightly complex✅
Haystack
memoryragpython
Frameworks26.6kcomplex✅
Stagehand
browsertypescript
Frameworks25.4kslightly complex✅
letta
memorypython
Frameworks24.9kmostly simple✅
agents.md
idetypescript
Progressive disclosure harnesses24.6ksuper simple✅
MCP Python SDK
mcppython
Plugins, MCPs, CLI tools24.4kmostly simple✅
Roo Code
mcpworkflowidetypescript
Coding agent products (IDEs, CLIs, full suites)24.3kslightly complex✅
context-mode
mcpmemorysandbox
Progressive disclosure harnesses24.1kmostly simple⚠️ Elastic-2.0
Opik
evalspython
Observability and eval-ops22.3kslightly complex✅
Google ADK
evalssandboxpython
Frameworks21.7kcomplex✅
rasa
voicepython
Frameworks21.3kcomplex✅
Prime Agent
memorymulti-agentclitypescript
Coding agent products (IDEs, CLIs, full suites)21.3kslightly complex✅
SWE-agent
memoryevalspython
Coding harness configs and SDKs20.4kslightly complex✅
pydantic-ai
mcptypedprovider-agnosticpython
Libraries and SDKs20.2kslightly complex✅
jcode
mcpmemoryprovider-agnosticclirust
Coding agent products (IDEs, CLIs, full suites)20.2kslightly complex❓
Eliza
memorymulti-agenttypescript
Personal agent runtimes19.5kcomplex✅
Agent Zero
memorymulti-agentbrowsersandboxpython
Personal agent runtimes19.3kslightly complex❓
Agent Lightning
evalstrainingpython
Evaluation and benchmarking harnesses18.5kcomplex✅
OpenHarness (HKUDS)
memorymulti-agent
Personal agent runtimes15.9kcomplex✅
eigent
multi-agentlocal
Coding agent products (IDEs, CLIs, full suites)15.4kcomplex❓
QM
memorysandboxtypescript
Personal agent runtimes15.3kcomplex✅
botpress
low-codetypescript
Frameworks14.9kcomplex✅
cc-haha
memorymulti-agenttypescript
Coding agent products (IDEs, CLIs, full suites)14.7kcomplex❓
AutoResearchClaw
multi-agent
Research and task-specific harnesses14.5kcomplex❓
E2B
sandboxpython
Libraries and SDKs14kslightly complex✅
Microsoft Agent Framework
multi-agentworkflowpython
Multi-agent and orchestration13.8kslightly complex✅
MCP TypeScript SDK
mcptypescript
Plugins, MCPs, CLI tools13.5kmostly simple✅
Arize Phoenix
evalspython
Observability and eval-ops11.6kslightly complex⚠️ Elastic-2.0
hive
multi-agentpython
Multi-agent and orchestration11.1kcomplex❓
MCP Inspector
mcptypescript
Plugins, MCPs, CLI tools11ksuper simple✅
omnigent
sandboxidepython
Multi-agent and orchestration10.3kcomplex❓
OpenJarvis
memorylocalpython
Personal agent runtimes10.3kslightly complex✅
get-shit-done
clipython
Coding harness configs and SDKs9.9kmostly simple✅
PraisonAI
multi-agentpython
Multi-agent and orchestration9.1kmostly simple✅
strands-agents
mcpmulti-agenttypedpython
Libraries and SDKs8.5kmostly simple✅
MiroThinker
evals
Research and task-specific harnesses8.4kslightly complex❓
Claude Agent SDK
mcpmemorypythontypescript
Coding harness configs and SDKs8.2kcomplex✅
R2R
visionragworkflowpython
Frameworks8kcomplex✅
agent-squad
multi-agent
Frameworks7.8kslightly complex✅
Steel
memorybrowserlocal
Libraries and SDKs7.7kslightly complex✅
MCP Registry
mcp
Plugins, MCPs, CLI tools7.3kslightly complex✅
Agent Governance Toolkit
sandboxpython
Plugins, MCPs, CLI tools6.3kslightly complex✅
agents-cli
evalscli
Coding harness configs and SDKs6kmostly simple❓
SWE-bench
evalssandboxpython
Evaluation and benchmarking harnesses5.9kslightly complex✅
Cloudflare Agents
memorytypescript
Libraries and SDKs5.7kslightly complex✅
skillhub
localcliide
Coding harness configs and SDKs5.2kmostly simple❓
AgentVerse
multi-agentpython
Frameworks5.1kcomplex✅
AG2
multi-agentpython
Multi-agent and orchestration5kcomplex❓
youtu-agent
Frameworks4.6kmostly simple❓
mcp-context-forge
mcppython
Plugins, MCPs, CLI tools4.5kcomplex❓
Agent Sandbox
memorysandboxlocal
Libraries and SDKs4kslightly complex✅
openai-agents-js
multi-agentvoicetypescript
Libraries and SDKs3.9kslightly complex✅
AgentBench
evalssandboxragworkflowpython
Evaluation and benchmarking harnesses3.8kcomplex✅
Bee Agent Framework
mcpmulti-agentpythontypescript
Frameworks3.4kcomplex✅
inspect_ai
evalssandboxpython
Evaluation and benchmarking harnesses2.9kcomplex✅
cocoindex-code
mcpcli
Plugins, MCPs, CLI tools2.7kmostly simple❓
agent-vault
Plugins, MCPs, CLI tools2.3kmostly simple❓
AgentStack
Frameworks2.2kslightly complex✅
Meta-Harness
Coding harness configs and SDKs1.6kslightly complex❓
WebArena
python
Evaluation and benchmarking harnesses1.6kcomplex✅
Docker MCP Gateway
mcpsandboxcli
Plugins, MCPs, CLI tools1.6kslightly complex✅
AIlice
sandboxpython
Personal agent runtimes1.4kslightly complex✅
WebVoyager
evalsvision
Evaluation and benchmarking harnesses1.1kslightly complex✅
agent-qa
mcpmemorysandboxclitypescript
Evaluation and benchmarking harnesses889slightly complex⚠️ FSL-1.1-ALv2
ClawBench
evalsvisionsandboxpython
Evaluation and benchmarking harnesses873complex✅
swe-smith
trainingpython
Evaluation and benchmarking harnesses789slightly complex✅
Terminal-Bench
evalsclipython
Evaluation and benchmarking harnesses787slightly complex✅
SWE-Gym
evalstrainingpython
Evaluation and benchmarking harnesses746slightly complex✅
ARC-AGI-2
Evaluation and benchmarking harnesses741super simple✅
inspect_evals
evalssandbox
Evaluation and benchmarking harnesses684slightly complex✅
open-harness
mcpmulti-agenttypescript
Libraries and SDKs615slightly complex✅
langgraph-bigtool
tool-discoverypython
Progressive disclosure harnesses556slightly complex✅
RepoMaster
workflowpython
Coding harness configs and SDKs551slightly complex❓
claw-code-agent
mcprustpythontypescript
Coding agent products (IDEs, CLIs, full suites)546slightly complex❓
MCP-Zero
tool-discovery
Progressive disclosure harnesses515complex✅
Proliferate
multi-agentsandboxidetypescript
Coding agent products (IDEs, CLIs, full suites)508complex✅
AgentBox
sandboxtypescript
Coding agent products (IDEs, CLIs, full suites)495slightly complex✅
AgentSilex
python
Frameworks456super simple✅
openagents
Research and task-specific harnesses453complex✅
AutoHarness
memorymulti-agentprovider-agnosticpython
Coding harness configs and SDKs406super simple✅
arc-agi-benchmarking
evalsprovider-agnosticpython
Evaluation and benchmarking harnesses363mostly simple✅
AgentRL
trainingpython
Multi-agent and orchestration353complex✅
SuperAgentX
multi-agentpython
Frameworks203mostly simple✅
ToolGen
tool-discoverypython
Progressive disclosure harnesses184complex❓
VitaBench
Evaluation and benchmarking harnesses178complex✅
LoopTroop
typescript
Coding harness configs and SDKs154mostly simple✅
AgencyBench
evalssandboxpython
Evaluation and benchmarking harnesses101complex✅
Talon
mcpmemoryclitypescript
Personal agent runtimes83slightly complex✅
letta-evals
memorypython
Evaluation and benchmarking harnesses82mostly simple✅
YYLO
multi-agenttypescript
Coding agent products (IDEs, CLIs, full suites)61slightly complex✅
SUPER
sandboxpython
Evaluation and benchmarking harnesses58slightly complex✅
ToolRAG
mcptool-discovery
Progressive disclosure harnesses34mostly simple✅
puppeteer-real-browser-mcp
mcpbrowsertypescript
Plugins, MCPs, CLI tools26mostly simple❓
TRAIL
Evaluation and benchmarking harnesses24mostly simple✅
Community-curated agent lists
Libraries and SDKs15super simple❓
Better-OpenCodeMCP
mcptypescript
Plugins, MCPs, CLI tools9mostly simple✅
pmstack
evals
Coding harness configs and SDKs8super simple✅
agentlog
memoryclipython
Plugins, MCPs, CLI tools1super simple✅

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For agents

This list is published machine-readable so coding and research agents can recommend harnesses directly: