Includes public listing details and standard questions. Download any edited question brief separately from your shortlist.

The AI Agent Market / Research summary

Your shortlist summary

Prepared November 4, 2026 · 2 of 2 requested options

Public facts and recorded sources. Prices, availability and operating conditions can change; confirm details directly before deciding. Different services and billing units may not be comparable.

1. MCP Servers for AWS

Source-code repository · Not recorded

AWS Labs publishes a suite of open source MCP servers for AWS services. AWS notes that the Agent Toolkit for AWS is the successor to these servers, plugins, and skills.

Published price: No checked amount
Price terms: Open-source repository; hosting and upstream API costs vary.
API: Not recorded
SDK: Not recorded
Self-hosting: Not recorded
Integrations: Not recorded
Free trial: Not recorded
Repository primary language: Python
Source checked: 2026-09-28
https://github.com/awslabs/mcp
Oldest linked source check: 2026-09-28. This is not a confirmation of current availability.
Directory listing: https://theaiagentmarket.com/agents/aws-mcp-servers
View source repository: https://github.com/awslabs/mcp

Questions to confirm

Which license and usage restrictions apply to this repository and its dependencies?
What installation, hosting, hardware or model costs should we budget for?
Which releases are maintained, and what documentation and support are available?
How can we test compatibility and security for our intended use?

Recorded source links

https://github.com/awslabs/mcp

2. Context7

Source-code repository · Not recorded

Context7 from Upstash pulls up-to-date, version-specific library documentation and code examples into an LLM prompt. It can be used as an MCP server or through the ctx7 CLI with skills.

Published price: No checked amount
Price terms: Open-source repository; hosting and upstream API costs vary.
API: Not recorded
SDK: Not recorded
Self-hosting: Not recorded
Integrations: Not recorded
Free trial: Not recorded
Repository primary language: TypeScript
Source checked: 2026-09-28
https://github.com/upstash/context7
Oldest linked source check: 2026-09-28. This is not a confirmation of current availability.
Directory listing: https://theaiagentmarket.com/agents/context7
View source repository: https://github.com/upstash/context7

Questions to confirm

Which license and usage restrictions apply to this repository and its dependencies?
What installation, hosting, hardware or model costs should we budget for?
Which releases are maintained, and what documentation and support are available?
How can we test compatibility and security for our intended use?

Recorded source links

https://github.com/upstash/context7