wavefront: Enterprise AI Harness, connect your data to AI

by rootflo · MCP Server · ★ 203

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

Security audit verdict: SAFE · quality 56/100

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.

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.

agentic-aiagentic-ragai-guardrailsai-middlewareai-workflowenterpriseflo-aiharnesslangchainlanggraph

Quick Facts

Stars203
Forks36
LanguagePython
CategoryMCP Server
Quality Score56/100
Open Issues28
Last Updated2026-11-06
Created2024-07-25
Platformsmcp, python
Est. Tokens~15k

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

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%)

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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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