wavefront — security grade SAFE, quality 57/100

Security audit verdict: SAFE · quality 57/100

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 rootflo · MCP Server · ★ 200

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

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

About wavefront

Enterprise AI Middleware For Building Production Ready AI Applications Open source alternative to UnifyApps, LyzrAI, SuperAGI & AgentGPT Alternative to n8n, for building enterprise grade AI workflows GitHub • Website • Docu

agentic-aiagentic-ragai-guardrailsai-middlewareai-workflowcrewaienterpriseflo-ailangchainlanggraph

Quick Facts

Stars200
Forks30
LanguagePython
CategoryMCP Server
Quality Score56.9299061581589/100
Open Issues20
Last Updated2026-09-22
Created2024-07-25
Platformsmcp, python
Est. Tokens~15k

Compatible Skills

These tools work well together with wavefront for enhanced workflows:

  • agentic-ai-engineering — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • BRAD — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • CodeRAG — semantic(0.15)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

wavefront alternative? Top 6 similar tools

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

  • oreilly-ai-agents by sinanuozdemir · ⭐ 299

    An introduction to the world of AI Agents

  • End-to-End-Agentic-Ai-Automation-Lab by MDalamin5 · ⭐ 99

    This repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent syste

  • Context-Engineering-for-Multi-Agent-Systems by Denis2054 · ⭐ 281

    Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-

  • agent-kernel by yaalalabs · ⭐ 191

    The Operating System for Scalable Enterprise AI Agents - Run, orchestrate, and deploy Compliant Enterprise AI

  • DeepMCPAgent by cryxnet · ⭐ 806

    Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.

  • RAGLight by Bessouat40 · ⭐ 672

    RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in differen

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Frequently Asked Questions

What is wavefront?

wavefront is 🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr. It is categorized as a MCP Server with 200 GitHub stars.

What programming language is wavefront written in?

wavefront is primarily written in Python. It covers topics such as agentic-ai, agentic-rag, ai-guardrails.

How do I install or use wavefront?

You can find installation instructions and usage details in the wavefront GitHub repository at github.com/rootflo/wavefront. The project has 200 stars and 30 forks, indicating an active community.

What are the best alternatives to wavefront?

The top alternatives to wavefront on Agent Skills Hub include oreilly-ai-agents, End-to-End-Agentic-Ai-Automation-Lab, Context-Engineering-for-Multi-Agent-Systems. 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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