awesome-agent-native-services
haoruilee/awesome-agent-native-services
A curated directory and runtime hub of services designed natively for AI agents, providing machine-readable catalogs and installable skills.
190 10No licenseUpdated 2026-08-13
65
GoodOverview
This repository provides a comprehensive catalog of agent-native infrastructure services and operational tools built specifically for autonomous AI agents rather than human-facing products. It includes machine-readable indexes, structured service files, validation scripts, and direct skill integration paths for tools like Claude Code and Cursor.
Capabilities
- ▸Machine-readable service catalog discovery
- ▸Direct agent service onboarding via URL instructions
- ▸Automated documentation generation and validation
- ▸Plugin and SKILL.md marketplace integration
Best for
Discovering agent-native APIs, communication channels, and memory services, Installing and connecting agent-native services directly through agent workflows, Vetting candidate services against strict agent-native criteria before contribution, Contributing new service entries via standardized contribution templates and CI checks
Works with
Claude CodeCursorCodex
Evoa Score breakdown= Σ (score × weight)
65Task usefulness20%77 → +15.4
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%90 → +13.5
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%36 → +4.3
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%85 → +8.5
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%58 → +4.6
コミュニティの採用度。 — GitHub Stars/Forks（対数スケール）
Compatibility5%75 → +3.8
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 total77.1 / 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
The repository contains configuration and documentation files; ensure that any referenced external onboarding URLs are trusted before execution.
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.