agentica: One person, a team of agents: CLI, Web, Desktop & Python SDK with multi-session collaboration, persistent

by shibing624 · MCP Server · ★ 357

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install agentica

pip install -U agentica
pip install -U "agentica[gateway]"

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 63/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentagent-frameworkagenticaagentsai-agentclilangchainllmmcpmulti-agent

Quick Facts

Stars357
Forks48
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score63/100
Open Issues1
Last Updated2026-10-24
Created2024-06-03
Platformsbrowser, cli, mcp, python
Est. Tokens~15k

About agentica

🇨🇳中文 🇯🇵日本語 Agentica 让 Agent 真正跑起来——跑得久、不跑飞、能干活、会进化。 Async-first Python agent harness · 40+ 工具 · 20+ 模型 · MCP · CLI + Web Gateway Agentica 不是套一层 LLM API 的聊天壳,而是一个 Async-First 的 agent harne

Compatible Skills

These tools work well together with agentica for enhanced workflows:

  • eve — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • mue-x — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • CORAL — semantic(0.26)+complementary+rare_topics+same_lang+similar_pop+shared_platform (63%)
  • AutoSkill — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

agentica alternative? Top 6 similar tools

Looking for a agentica alternative? If you're comparing agentica with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • aser by AmeNetwork · ⭐ 470

    Aser is a lightweight, self-assembling AI Agent frame.

  • sre by SmythOS · ⭐ 1.3k

    The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular,

  • LightAgent by wanxingai · ⭐ 1.2k

    LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing,

  • flock by Onelevenvy · ⭐ 1.1k

    Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent t

  • oreilly-ai-agents by sinanuozdemir · ⭐ 299

    An introduction to the world of AI Agents

  • awesome-agent-evolution by EvoMap · ⭐ 235

    A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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