Agent Skills Search Server vs AWS MCP Servers
Agent Skills Search Server (Search & Retrieval) and AWS MCP Servers (Cloud & Infrastructure) are both MCP servers. Agent Skills Search Server has more GitHub stars (20.4K vs 9.3K). Choose Agent Skills Search Server for connecting AI assistants to external tools, or AWS MCP Servers for Query AWS documentation.
Comparison
| Attribute | Agent Skills Search Server | AWS MCP Servers |
|---|---|---|
| Category | Search & Retrieval | Cloud & Infrastructure |
| GitHub stars | 20,374 | 9,254 |
| Forks | 1,270 | 1,579 |
| License | Apache-2.0 | Apache-2.0 |
| Last commit | May 20, 2026 | Jun 12, 2026 |
| Supported clients | — | Claude Desktop, Cursor, VS Code, Cline |
| Best for | connecting AI assistants to external tools | Query AWS documentation |
| Risk level | High | High |
| Popularity score | 80 | 75 |
| Freshness score | 80 | 100 |
| Maintenance score | 100 | 90 |
| GEO score | 63 | 65 |
When to choose Agent Skills Search Server
- You want broader GitHub adoption — Agent Skills Search Server has 20.4K stars vs 9.3K.
- Your main use case is connecting AI assistants to external tools.
When to choose AWS MCP Servers
- You want the more recently maintained option (last commit Jun 12, 2026).
- Your main use case is Query AWS documentation.
Alternatives to Agent Skills Search Server and AWS MCP Servers
- Exa MCP★ 4.6K · Search & Retrieval
search the web and retrieve high-quality, AI-ready results in real time
- brave★ 1.2K · Search & Retrieval
visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…
- BoostedTravel★ 1.2K · Search & Retrieval
flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs
- jjlabsio-korea-stock-mcp★ 145 · Search & Retrieval
search company disclosures and financial statements from the Korean market. Retrieve stock profile…
- apple-rag-mcp★ 115 · Search & Retrieval
apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients
- IlyaGusev-academia_mcp★ 90 · Search & Retrieval
search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel…
Frequently asked questions
What is the difference between Agent Skills Search Server and AWS MCP Servers?
Agent Skills Search Server is an MCP server that helps AI assistants search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. AWS MCP Servers is an MCP server that helps AI assistants interact with AWS services and documentation through specialized MCP servers. Agent Skills Search Server is best for connecting AI assistants to external tools, while AWS MCP Servers is best for Query AWS documentation.
Is Agent Skills Search Server or AWS MCP Servers more popular on GitHub?
Agent Skills Search Server is more popular, with about 20.4K GitHub stars versus 9.3K.
Which is more actively maintained, Agent Skills Search Server or AWS MCP Servers?
Agent Skills Search Server's most recent commit was May 20, 2026, and AWS MCP Servers's was Jun 12, 2026. More recent activity is a signal of active maintenance.
Are Agent Skills Search Server and AWS MCP Servers open source?
Agent Skills Search Server is open-source under the Apache-2.0 license. AWS MCP Servers is open-source under the Apache-2.0 license.
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