awslabs/mcp
Open source MCP Servers for AWS
Latest metrics (snapshot 2026-10-14)
| stars | 9779 |
|---|---|
| forks | 1806 |
| issues | 241 |
| pushed_at | 2026-10-14T01:18:02Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 9779 |
ADC Momentum: 52/100
| Growth velocity | 53 |
|---|---|
| Consistency | 43 |
| Recency | 96 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/awslabs/mcp)<a href="https://agentdataco.com/repo/awslabs/mcp"><img src="https://agentdataco.com/badge/repo/awslabs/mcp.svg" alt="ADC Momentum"></a>Details
| description | Open source MCP Servers for AWS |
|---|---|
| url | https://github.com/awslabs/mcp |
| language | Python |
| license | Apache-2.0 |
| topics | aws mcp mcp-client mcp-clients mcp-host mcp-server mcp-servers mcp-tools modelcontextprotocol |
| created_at | 2025-03-21T00:39:00Z |
| homepage | https://awslabs.github.io/mcp/ |
Get this data via API or MCP
Full daily history, trends and change events for awslabs/mcp and thousands of other AI-ecosystem entities.
curl -H "Authorization: Bearer $ADC_KEY" \
"https://agentdataco.com/api/v1/github-ai-repos/history?entity=awslabs%2Fmcp"
curl -H "Authorization: Bearer $ADC_KEY" \
"https://agentdataco.com/api/v1/github-ai-repos?repo=awslabs%2Fmcp"Or connect your agent to our remote MCP server: https://agentdataco.com/mcp.
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