Catalogue
Submit a toolHarnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.
1015 tools · showing 313–336
ToolAgent Governance Toolkit
SecurityMonitoring
microsoft
Policy enforcement, zero-trust identity, execution sandboxing, and audit logging for autonomous AI agents across frameworks and languages
zero-trustsandboxgovernanceowasp
ToolAgentConnect
ConnectorsCoding
agentconnect-md
Tag any agent, wherever work happens, your agents work alongside your team and each other, learning as they go.
multi-agentslacksandboxgithub
ToolAgentTeams
CodingMonitoring
agentscope-ai
An open-source Collaborative Multi-Agent OS for transparent, human-in-the-loop task coordination via Matrix rooms.
matrixmulti-agenthuman-in-the-loopgovernance
ToolAI Hedge Fund
Coding
virattt
Educational proof-of-concept simulating a hedge fund with LLM agents modeled on famous investors generating trading signals
financemulti-agenttrading-signalsalgorithmic-trading
HarnessAnte Preview
Coding
AntigmaLabs
Ghost in your shell. Ante is a self-contained agent harness with a highly optimized core. It works like Claude Code or Codex, with none of t
clilocal-firstlightweightself-organizing
FrameworkApm
Coding
microsoft
An open-source, community-driven dependency manager for AI agents.
package-managerdependency-managementskillcli
ToolBetterWright
InterfaceSecurity
BetterWright
A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted credential vault, proof screenshots, and CAPTCHA s
playwrightbrowser-automationcaptcha-solvingcredential-vault
ToolCc Haha
CodingInterfaceConnectors
NanmiCoder
本地优先的跨平台 Claude Code / Agent 桌面工作台：多 Agent、Git Worktree、代码 Diff、技能市场、多模型、Computer Use、任务感知桌面宠物，并支持微信、飞书、钉钉、Telegram、WhatsApp 与 H5 访问。
desktopgit-worktreecomputer-usemulti-agent
ToolCindy
CodingInterface
makecindy
Consider it done. The open-source AI agent that works out of the box · 想到，就能做到。开源、开箱即用的 AI Agent。
productivitycomputer-uselocal-firstmulti-providerdesktop
ToolCLI Printing Press
CodingResearch
mvanhorn
Print an agent-native CLI for any API, app, or site.
cli-generatoropenapisqliteoffline-search
ToolCode Review Graph
Coding
tirth8205
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters.
code-intelligencetree-sittercode-reviewlocal-first
ToolCompozy
CodingInterfaceMonitoring
compozy
An operating system for AI agents. Plug in the agent CLIs you already use (Claude Code, Codex, Gemini CLI, Cursor) and they become a team: t
orchestrationmulti-agentacpcron
Tooldbt MCP Server
Connectors
dbt-labs
MCP server exposing dbt Core/Fusion/Platform project context and commands to AI agents.
dbtsemantic-layersqldata-engineering
ToolDeepEval
Coding
confident-ai
Open-source framework for unit-testing and evaluating LLM apps with ready-made metrics that run locally
evaluationragpytest
ToolDeepSeek Harness
Coding
deepseek-ai
DeepSeek open-sourced its full agent harness built so every capability is a plugin. You can swap the loop, the sandbox,
plugindeepseekguisandbox
ToolForkd
Deployment
deeplethe
Agent sandboxes need VM-grade isolation without booting a fresh VM every time.
sandboxmicrovmfirecrackercopy-on-write
PlatformGas City
DeploymentCodingInterface
gastownhall
Gas City is an orchestration-builder SDK for multi-agent systems.
multi-agentorchestrationtmuxkubernetes
Graphiti
Memory
getzep
Graphiti is a framework for building and querying temporal context graphs for AI agents.
knowledge-graphtemporal-graphragneo4j
ToolGuardrails
Security
guardrails-ai
Python framework that adds input/output validation guards to LLM applications and generates structured data
validationstructured-outputguardrailshub-validators
ToolKong
CodingInterface
Kong
Cloud-native, plugin-extensible API gateway with multi-provider LLM routing, MCP governance and Kubernetes-native deployment
gatewaykubernetesproxy
ToolLEANN
Memory
StarTrail-org
Stop storing embeddings, and still keep your recall. LEANN is a low‑storage vector index that recomputes embeddings on t
vector-dbraglocal-firstlow-storage
ToolLetta Code
MemoryConnectors
letta-ai
Letta Code versions agent memory with git … every self-edit is a commit, subagents work on isolated worktrees, conflicts
stateful-agentsmemgptgit-versioned-memorycontinual-learning
ToolMCP Inspector
Coding
modelcontextprotocol
Developer tool for testing and debugging MCP servers through a web UI and a transport-bridging proxy
debuggingguiproxycli
ToolMemMachine
Memory
MemMachine
MemMachine is an open-source long-term memory layer for AI agents and LLM-powered applications.
long-term-memoryknowledge-graphpersonalizationepisodic-memory