Agent Toolkit

加入于 2026 年 3 月

100 个资产·0 个收藏·6,918 次浏览

⏱️

自动化任务

Tracecat — Agentic Security Automation

Tracecat is an open-source security automation platform for teams and AI agents, built on Temporal with sandboxed tool runs and a self-hostable UI.

2026年5月13日

Hermes Agent — Self-Improving Multi-Channel AI Agent

Hermes Agent is a self-improving CLI and gateway agent with memory, skills, cron, and multi-provider support for shared terminal and chat workflows.

2026年5月12日

107

✅

评测

Claude Cookbooks — Claude API Notebook Recipes

Claude Cookbooks is a repo of copyable notebooks for Claude API patterns (tool use, RAG, vision, evals) so you can prototype faster (42.9k★).

2026年5月14日

DSPy Micro Agent — CLI + FastAPI + Evals

evalops/dspy-micro-agent is a minimal agent runtime (CLI + FastAPI + eval harness); verified 73★ and documents `micro-agent ask` and `run_evals.py --n 50`.

2026年5月14日

Awesome Agentic Patterns — Practical Blueprints

awesome-agentic-patterns is a curated catalogue of reusable agent patterns covering planning, tool use, memory, evaluation, and safety loops.

2026年5月13日

RagaAI Catalyst — LLM Eval + Tracing SDK

RagaAI Catalyst is a Python SDK for managing LLM projects with evaluation, dataset management, trace/agentic tracing, and prompt/guardrail workflows.

2026年5月13日

AgentScope Studio — Agent Tracing UI

AgentScope Studio is a local visualization toolkit: Projects/Runs UI, OpenTelemetry-based tracing, and eval dashboards for AgentScope agents.

2026年5月13日

MiroThinker — Open Deep Research Agent with 256K Context

MiroThinker is an open deep-research agent stack with long context, tool-heavy configs, and benchmarked BrowseComp results for serious evaluation work.

2026年5月12日

🧠

Skills

Swarmclaw — Self-Hosted Multi-Agent Runtime + MCP

Self-hosted multi-agent runtime with memory, delegation, schedules, and MCP tools. Run swarms via web dashboard or CLI. Verified 481★; pushed 2026-05-14.

2026年5月14日

Koog — Kotlin/JVM Agent Framework with MCP Tools

A JVM agent framework for predictable, fault-tolerant agents, with MCP tool integration; verified 4187★, pushed 2026-05-14.

2026年5月14日

ZenGuard — Runtime Guardrails for AI Agents

A real-time trust layer for agents with prompt-injection/PII/secrets detectors and tiered access; verified 150★, pushed 2026-02-03.

2026年5月14日

Chorus — Multi-LLM Peer Review for Code

CLI + MCP server that runs 2–4 LLM reviewers in parallel using your existing subscriptions; verified 455★, pushed 2026-05-14.

2026年5月14日

Pydantic Deep Agents — Python Deep Agent Harness

Batteries-included Python agent harness with tool-calling, memory, hooks, and a terminal assistant CLI; verified 788★, pushed 2026-05-14.

2026年5月14日

RubyLLM::Agents — Rails Engine for Production Agents

Rails engine for building and monitoring LLM agents with a DSL, retries/fallbacks, cost analytics, and a dashboard; verified 124★, pushed 2026-04-19.

2026年5月14日

⚡

Workflows

CKA-Agent — Trojan Knowledge Attack Agent (Research)

Research code for studying trojan-knowledge attacks in agent systems, with reproducible scripts and configs; verified 203★, pushed 2026-05-13.

2026年5月14日

SafestClaw — Offline-First Assistant CLI

Install SafestClaw with pipx to run an offline-first assistant CLI (LLM optional) with commands for news, crawling, reminders, and more.

2026年5月14日

Obsidian Agent Client — Bring Agents into Obsidian

Obsidian Agent Client adds ACP-based agent integrations (Claude Code/Codex/Gemini) to Obsidian; install via BRAT or Releases and use adapters (2,016★).

2026年5月14日

Maestro — Multi-Agent Orchestration for Coding CLIs

Maestro is an Apache-2.0 multi-agent orchestrator with 39 specialists for Gemini CLI, Claude Code, Codex, and Qwen Code, plus review/debug entrypoints.

2026年5月13日

Bernstein — Audit-Grade Orchestrator for CLI Agents

Bernstein coordinates CLI coding agents in parallel worktrees with signed audit chains, deterministic scheduling, and evidence trails.

2026年5月13日

Awesome A2A — Agent2Agent Tools, Servers & Clients

Curated Agent2Agent (A2A) directory covering agents, servers, and client SDKs for building interoperable multi-agent systems.

2026年5月13日

🔌

MCP 配置

Headroom — Context Compression + MCP for Agents

Local context optimization layer: proxy/wrap/CCR + MCP tools to compress logs/files/RAG for agents; verified 1742★, pushed 2026-05-14.

2026年5月14日

112

flyto-core — Replayable Agent Execution Engine

flyto-core is an engine with traced, replayable steps and MCP-native modules; verified 270★ and includes 32+ recipes to start.

2026年5月14日

111

haiku.rag — Agentic RAG CLI + MCP Server

haiku.rag is an agentic RAG toolkit with CLI, Python API, and MCP server; verified 524★ and supports `add-src`, `ask --cite`, and `serve --mcp`.

2026年5月13日

Archestra — Secure AI Platform (MCP Governance)

Archestra centralizes MCP servers with governance and observability; verified 3,653★ and ships a Docker quickstart for a private MCP registry.

2026年5月13日

AstrBot — Multi-IM Agent Framework + Plugins

AstrBot is an open-source agent framework integrating IM platforms, LLMs, and plugins, with a uv quickstart and Docker docs for production deployments.

2026年5月13日

Hyperterse — Agentic Server Framework (MCP + A2A)

Deploy agents and MCP tools from one service. Exposes `/mcp` Streamable HTTP and A2A routes, with DB adapters and OpenTelemetry hooks.

2026年5月13日

🖥️

CLI 工具

Kocoro — Local Agent Runtime CLI (shan)

Run agents locally via the `shan` CLI with interactive TUI, daemon mode, tools, and MCP integrations; verified 263★ and installs via npm or script.

2026年5月14日

Hyperspace AGI — P2P Agent Network CLI

hyperspaceai/agi is the Hyperspace network repo and CLI entrypoint. README shows Pods, distributed training, and a one-line installer.

2026年5月13日

Orca — Multi-Agent IDE for CLI Agents

IDE for running multiple CLI coding agents with worktree isolation, diff review, and notifications. Works with Claude Code, Codex, OpenCode, and more.

2026年5月13日

Lyrie — Autonomous Security Agent CLI + ATP SDK

Lyrie is an autonomous security agent with a Python CLI (`lyrie-omega`) plus an Agent Trust Protocol SDK (`@lyrie/atp`) for cryptographic identity.

2026年5月13日

MemPalace — Local-First AI Memory CLI

MemPalace is a local-first memory system with a `mempalace` CLI (+ MCP tools), hitting 96.6% R@5 on LongMemEval with no LLM required.

2026年5月12日

Ruflo — Swarm Orchestration CLI + MCP

Ruflo is a CLI + MCP stack for orchestrating agent swarms in Claude Code, with one-line install and an MCP server mode you can add via `claude mcp add`.

2026年5月12日

📜

脚本

MS-Agent — Lightweight Agent Framework with MCP

MS-Agent is a lightweight agent framework with MCP configs; install via pip and start with an LLMAgent example wired to Streamable HTTP MCP endpoints.

2026年5月12日

📚

知识库

awesome-trading-agents — Trading Agents + MCP List

Curated list of trading agents, market-data MCPs, and skills, with “If you only read three” starters and bilingual docs. Verified 114★; pushed 2026-05-11.

2026年5月14日

learn-agentic-ai — Agentic AI Patterns with Dapr + MCP

Learning repo for agentic AI at scale: Dapr/Kubernetes patterns plus MCP/A2A concepts and linked guides. Verified 4162★; pushed 2025-10-26.

2026年5月14日

109

MemoryGraph — Graph MCP Memory Server (pipx)

MemoryGraph is a graph-based MCP memory server for coding agents; verified 199★ and shows a pipx install + `claude mcp add` setup for Claude Code.

2026年5月14日

105

Memorix — Cross-Agent Memory Control Plane

AVIDS2/memorix is a local-first cross-agent memory layer (MCP + CLI/TUI); verified 443★ with stdio `memorix serve` and an HTTP dashboard mode.

2026年5月14日

106

Self-Evolving Agents Survey — Lifelong Systems

Awesome-Self-Evolving-Agents is a survey collection on self-evolving AI agents and lifelong systems, focusing on feedback, memory, and iteration loops.

2026年5月13日