innovation-lab-examples — security grade SAFE, quality 67/100

Security audit verdict: SAFE · quality 67/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by fetchai · MCP Server · ★ 1.1k

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

🔒 Is innovation-lab-examples safe to install? View the security audit →

About innovation-lab-examples

Fetch.ai Innovation Lab Examples 80+ production-ready AI agent examples in Python Build autonomous AI agents, multi-agent systems and agentic AI workflows with uAgents, ASI:One, Agentverse, MCP, the A2A protocol, LangChain, CrewAI, Gemini, Claude and OpenAI. Quickstart · Examples · Structure · Docker · Contributing · FAQ 📈 Star history <img alt="GitHub stars" src="https://img.shields.io/github/stars/fet

a2a-protocolagentic-aiagentverseai-agentai-agent-examplesai-agent-frameworkai-agentsasi-oneautonomous-agentscrewai

Quick Facts

Stars1,147
Forks83
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score66.8760648070211/100
Open Issues4
Last Updated2026-09-01
Created2025-06-16
Platformsclaude-code, gemini, mcp, python
Est. Tokens~18k

Compatible Skills

These tools work well together with innovation-lab-examples for enhanced workflows:

  • agentops — semantic(0.22)+complementary+shared_fw(crewai,langchain,openai)+same_lang+similar_pop+shared_platform (78%)
  • Agentic-AI-Systems — semantic(0.21)+complementary+shared_fw(crewai,langchain,openai)+same_lang+similar_pop+shared_platform (78%)
  • autonomous-hr-chatbot — semantic(0.32)+complementary+shared_fw(langchain,openai)+same_lang+similar_pop+shared_platform (77%)
  • loopgain — semantic(0.19)+complementary+shared_fw(crewai,langchain,openai)+same_lang+similar_pop+shared_platform (77%)
  • Tiger — semantic(0.23)+complementary+shared_fw(crewai,langchain)+same_lang+similar_pop+shared_platform (74%)

innovation-lab-examples alternative? Top 6 similar tools

Looking for a innovation-lab-examples alternative? If you're comparing innovation-lab-examples 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.

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    🏆 Curated, ranked list of AI agent harnesses (100+) — plus an MCP server, llms.txt & JSON so agents can recom

  • DeepMCPAgent by cryxnet · ⭐ 806

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  • oreilly-ai-agents by sinanuozdemir · ⭐ 299

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  • sre by SmythOS · ⭐ 1.3k

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

  • tools by strands-agents · ⭐ 1.3k

    A set of tools that gives agents powerful capabilities.

  • samples by strands-agents · ⭐ 852

    Agent samples built using the Strands Agents SDK.

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Frequently Asked Questions

What is innovation-lab-examples?

innovation-lab-examples is 80+ production-ready AI agent examples in Python — build autonomous agents, multi-agent systems and agentic AI with uAgents, ASI:One, MCP, A2A, LangChain, CrewAI, Gemini, Claude and OpenAI.. It is categorized as a MCP Server with 1.1k GitHub stars.

What programming language is innovation-lab-examples written in?

innovation-lab-examples is primarily written in Python. It covers topics such as a2a-protocol, agentic-ai, agentverse.

How do I install or use innovation-lab-examples?

You can find installation instructions and usage details in the innovation-lab-examples GitHub repository at github.com/fetchai/innovation-lab-examples. The project has 1.1k stars and 83 forks, indicating an active community.

What license does innovation-lab-examples use?

innovation-lab-examples is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to innovation-lab-examples?

The top alternatives to innovation-lab-examples on Agent Skills Hub include best-of-Agent-Harnesses, DeepMCPAgent, oreilly-ai-agents. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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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