AIHelms
MCP Serverbeizhu-1209/AIHelms
AIHelms is an enterprise-grade AI resource management platform designed to help organizations control costs, track usage metrics, and securely manage AI assets and API access.
957 95GPL-3.0Updated 2026-08-13
85
GreatOverview
AIHelms serves as a centralized hub for enterprise AI governance, offering capabilities such as multi-provider model routing, internal and external cost accounting, granular token-level attribution, and budget enforcement. It bridges administrators, decision-makers, and end-users by providing unified AI identities, secure MCP and skill registries, and automated performance reporting.
Capabilities
- ▸Multi-provider LLM routing and load balancing
- ▸Dual-track pricing and cost attribution
- ▸Granular budget control and rate limiting
- ▸AI asset and capability marketplace (Skills & MCP)
- ▸Comprehensive analytics and efficiency reporting
- ▸Security scanning and audit logging
Best for
Tracking and attributing AI token usage and financial costs across different departments or projects., Enforcing soft and hard budget limits for individual employees or teams using LLMs., Centrally managing multiple LLM provider credentials and providing unified API access endpoints., Auditing prompts and filtering high-risk or sensitive information in enterprise AI workflows.
Works with
ChatGPTClaude CodeCodexCursorGitHub Copilot
Evoa Score breakdown= Σ (score × weight)
85Task usefulness20%100 → +20.0
実タスクにどれだけ役立つか（機能の豊富さ・用途の明確さ）。 — AIによるcapabilities/use-cases解析
Code quality15%85 → +12.8
実装・指示の品質。 — AIによるSKILL.md/README解析
Maintenance15%100 → +15.0
リポジトリがどれだけ活発に保守されているか。 — GitHub 最終push日時の新しさ
Documentation12%47 → +5.6
ドキュメントの充実度・分かりやすさ。 — README/独自要約の情報量
Security15%80 → +12.0
危険・不審な挙動が無いか。 — AIによるセキュリティレビュー
Originality10%80 → +8.0
ありふれたラッパーではない独自性。 — AIによる独自性判定
Popularity8%76 → +6.1
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%100 → +5.0
対応AIエージェントの広さ。 — AIによる対応エージェント判定
Weighted total84.5 / 100
ライセンス不明/制限あり（Red）のSkillは総合スコアに0.85倍の補正を適用します。 ランキングはこのScoreのみで決まり、広告で変わりません。 算出方法の詳細 →
Security considerations
Includes administrative audit trails, security policy scanning for skills, prompt injection detection, and sensitive information filtering.
Categories
Summary and analysis are original content generated by AI Skills Rank. The skill's source text is not reproduced here — view it on the linked repository.