switch — security grade SAFE, quality 64/100

Security audit verdict: SAFE · quality 64/100

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 sandbox-quantum · MCP Server · ★ 643

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

🔒 Is switch safe to install? View the security audit →

About switch

Bring humans and AI agents together in the tools where your team already works <img src="assets/switch-overview.jpg" alt="Switch on the left, holding a channel's messages and knowledge, its workflows and org design, its permissions and guardrails, its analytics, and

agent-orchestrationaiai-agentschatopsdiscordlangchainmcpmicrosoft-teamsmulti-agentopen-source

Quick Facts

Stars643
Forks51
LanguagePython
CategoryMCP Server
Quality Score64.3790734664508/100
Open Issues62
Last Updated2026-09-19
Created2026-07-16
Platformsmcp, python
Est. Tokens~16k

Compatible Skills

These tools work well together with switch for enhanced workflows:

  • open-tag — semantic(0.33)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)
  • clawboo — semantic(0.35)+complementary+same_lang+similar_pop+shared_platform (62%)
  • heypi — semantic(0.31)+complementary+same_lang+similar_pop+shared_platform (61%)
  • OpenACP — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (61%)
  • commonly — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (60%)

switch alternative? Top 6 similar tools

Looking for a switch alternative? If you're comparing switch 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.

  • sre by SmythOS · ⭐ 1.3k

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

  • c4-genai-suite by codecentric · ⭐ 173

    c4 GenAI Suite

  • oreilly-ai-agents by sinanuozdemir · ⭐ 299

    An introduction to the world of AI Agents

  • captain-claw by kstevica · ⭐ 163

    Self-hosted framework for orchestrating fleets of specialist AI agents — ensemble reasoning and a full agentic

  • superglue by superglue-ai · ⭐ 2.0k

    superglue (YC W25) builds integrations and tools from natural language. Get production-grade tools for long ta

  • mcp-memory-service by doobidoo · ⭐ 2.0k

    Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowl

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Frequently Asked Questions

What is switch?

switch is Connect any AI agent to your team in Slack, Teams & Discord. Open-source and self-hostable.. It is categorized as a MCP Server with 643 GitHub stars.

What programming language is switch written in?

switch is primarily written in Python. It covers topics such as agent-orchestration, ai, ai-agents.

How do I install or use switch?

You can find installation instructions and usage details in the switch GitHub repository at github.com/sandbox-quantum/switch. The project has 643 stars and 51 forks, indicating an active community.

What are the best alternatives to switch?

The top alternatives to switch on Agent Skills Hub include sre, c4-genai-suite, 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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