continuum: The agent runtime by ShyftLabs. Build, orchestrate, ship

by shyftlabs · MCP Server · ★ 84

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

How to install continuum

pip install shyftlabs-continuum

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

Security audit verdict: UNSAFE · quality 58/100

Flagged: reads agent memory. 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.

agent-frameworkagentic-aiai-agentsai-orchestrationanthropicenterprise-aihuman-in-the-loopkimi-k2llamallm

Quick Facts

Stars84
Forks12
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score58/100
Open Issues13
Last Updated2026-10-07
Created2026-05-26
Platformsmcp, python
Est. Tokens~16k

About continuum

by ShyftLabs The agent runtime for builders who ship. Build, run, and deploy reliable AI agents at enterprise scale — multi-LLM routing, persistent memory, MCP-native tools, durable workflows, and full observability, out of the box. 📖 Documentation · [⚡ Quick st

Compatible Skills

These tools work well together with continuum for enhanced workflows:

  • rojak — semantic(0.28)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • SimpleLLMFunc — semantic(0.32)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • LiteMultiAgent — semantic(0.30)+complementary+rare_topics+same_lang+similar_pop+shared_platform (60%)

continuum alternative? Top 6 similar tools

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

  • agent-skills by simota · ⭐ 95

    90 specialist AI agents + 3 project-local extensions for Claude Code / Codex CLI / Antigravity CLI (agy). Anth

  • mcp-server by strands-agents · ⭐ 296

    This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite

  • captain-claw by kstevica · ⭐ 193

    Command a fleet of AI agents, on every deck, every desk, every wrist. Self-hosted multi-agent platform with me

  • vnx-orchestration by Vinix24 · ⭐ 63

    Governance-first orchestration for Claude Code, Codex, and Gemini CLI — parallel workers, receipts, quality ga

  • EDDI by labsai · ⭐ 390

    Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 19+ LLM provi

  • palico-ai by palico-ai · ⭐ 342

    Build, Improve Performance, and Productionize your LLM Application with an Integrated Framework

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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:

View on GitHub → Browse MCP Server tools