awesome-agent-native-services
haoruilee · haoruilee/awesome-agent-native-services
Một bộ sưu tập chọn lọc các dịch vụ gốc dành cho agent, bao gồm email, trình duyệt, bộ nhớ và các công cụ MCP được thiết kế riêng cho AI agent.
A curated list of agent-native services and infrastructure for AI agents: email, browsers, memory, sandboxes, payments, and MCP tools. Includes selection criteria and onboarding guides.
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Bạn có thể làm gì với nó
- Tìm kiếm các MCP server chuyên dụng cho các tác vụ như thanh toán hoặc sandbox
- Khám phá cơ sở hạ tầng trình duyệt và giao tiếp sẵn sàng cho agent
- Học các phương pháp hay nhất để tích hợp dịch vụ gốc của agent vào quy trình làm việc
Kiểm tra an toàn
Dùng được, nhưng nên đọc ghi chú trước.
- ●Trình cài đặt tải script từ xa và chạy thẳng bằng shell.
README.md - ●Không có giấy phép rõ ràng: hỏi tác giả trước khi dùng cho sản phẩm thương mại.
Quét tự động các file trong repo. Luôn xem lại code trước khi chạy.
Trích từ README
Awesome Agent-Native Services
A curated list of agent-native services and infrastructure for AI agents: email, browsers, memory, sandboxes, payments, MCP tools, and more.
Browse services by capability, compare their agent-native design against the selection criteria, and follow each service’s onboarding guide to connect your agent.
Each service is either infrastructure an AI agent consumes directly or a narrowly qualified, purpose-built surface for operating concrete agent sessions — not a generic platform for humans to build agents with.
Also on the web: Awesome Agent-Native Services — The Agent-Native Index — the same catalog with structured metadata and machine-readable discovery endpoints.
Table of contents
- Browse by category
- 1. Communication services (agent-native email & identity)
- 2. Browser & web execution (remote browsers for agents)
- 3. Tool access & integration (MCP servers & agent tools)
- 4. Oversight & approval (human-in-the-loop for agents)
- 5. Commerce & payments (agent wallets & protocols)
- 6. Agent runtime & infrastructure (sandboxes, gateways, identity)
- 7. Agent harnesses & operator surfaces (multi-agent control and live Codex HUDs)
- 8. Memory & state (long-term memory for LLM agents)
- 9. Search & web intelligence (LLM-ready retrieval)
- 10. Code execution (secure sandboxes for AI-generated code)
- 11. Observability & tracing (agent trajectories & evals)
- 12. Durable execution & scheduling (long-running agent workflows)
- 13. Meeting & conversation (bots & voice rooms for agents)
- 14. Voice & phone (telephony for AI agents)
- 15. LLM gateway & routing (cost control & model routing)
- 16. Agent social & community (MCP-native social layers)
- Ecosystem hubs
- Excluded / boundary cases
- Classification
- Contributing
- License
⭐ Agent onboarding
If you are an AI agent and want to discover services designed for you:
Read https://raw.githubusercontent.com/haoruilee/awesome-agent-native-services/main/skill.md then find services designed for you natively.
Besides, you can install these skills through Claude Code's plugin marketplace flow or load them directly from this repository:
Claude Code plugin marketplace (requires a Claude Code version with plugin support; see the official plugin marketplace docs):
/plugin marketplace add haoruilee/awesome-agent-native-services
/plugin install awesome-agent-native-services@awesome-agent-native-services
/reload-plugins
Direct SKILL.md install:
git clone --depth=1 https://github.com/haoruilee/awesome-agent-native-services.git
mkdir -p ~/.claude/skills
cp -R awesome-agent-native-services/.skills/find-agent-service ~/.claude/skills/
Source files are in .skills/ in this repo. See SKILLS_HUB.md for Claude Code and manual SKILL.md installation paths.
Install-entry workflow: install this repo once, then ask install-agent-service for a concrete entry point. It ranks URL onboarding first, then Agent Skills/plugins, MCP, CLI, and SDK setup so the catalog can act as an installer/router instead of only a directory.
Skills Hub usage
Use this repository's Skills Hub when you want an agent to operate the catalog directly rather than only read the Markdown index:
- Find a service for a concrete job — install or load
find-agent-service, then ask:Use find-agent-service to find an agent-native service for <task>. The skill reads the catalog criteria and returns matching services with onboarding steps. - Install or connect a service — install or load
install-agent-service, then ask:Use install-agent-service to install/connect <service or task>. The skill returns URL onboarding, Agent Skill/plugin, MCP, CLI, or SDK commands. - Vet a candidate service — install or load
evaluate-agent-native, then provide the service URL, docs, and repo. The skill applies the standard or operator-surface admission track before you open an issue or PR. - Prepare a contribution — install or load
add-to-awesome-listwhen adding a new service. It walks through the issue-first workflow, required service-file sections, and README/category table updates. - Use without a marketplace — any
SKILL.md-compatible agent can copy a folder from.skills/into its local skills directory, for examplecp -R .skills/find-agent-service ~/.claude/skills/.
Recommended flow for agents: start with skill.md for quick discovery, switch to SKILLS_HUB.md or install-agent-service when you need installable workflows, and use the per-service Markdown files for source-backed details.
Categories
256 services across 16 categories.
| # | Category | Services | Description |
|---|---|---|---|
| 1 | Communication | 16 | Give agents a communication identity on the internet |
| 2 | Browser & Web Execution | 28 | Remote browser and web data extraction for agents |
| 3 | Tool Access & Integration | 23 | Runtime tool discovery, auth, and execution |
| 4 | [Oversight & Approval](#4-o |