pypiunclaimed
awslabs.frontend-mcp-server
pypi:awslabs.frontend-mcp-server
Observed usage
Public GitHub configs — re-verifiable by anyoneObserved in 14 public repositories. Ranks #54 of 2,894 servers observed in the wild. See all repos using this →
Adoption trend · 2026-06-01 → 2026-06-04 · flat
● center: this server━ inner ring: co-occurring servers (size = shared repos)┄ outer ring: consumer repos— hover a node for its name, click to open
Wired via: kiro · 11unknown · 3
Repos using this also use:
- awslabs.aws-documentation-mcp-server5 shared repos
- https://knowledge-mcp.global.api.aws5 shared repos
- awslabs.cdk-mcp-server5 shared repos
- @upstash/context7-mcp4 shared repos
- mcp-server-fetch4 shared repos
- awslabs.core-mcp-server3 shared repos
- awslabs.aws-diagram-mcp-server3 shared repos
- awslabs.code-doc-gen-mcp-server3 shared repos
Seen in:
- aws-samples/recorded-voice-insight-extraction-webapp★ 38
- aws-banjo/riv25_duck_game★ 7
- aiguru10/kiro★ 0
- codysnow87/kiro_workshop★ 0
- elthrasher/kiro-coding-challenge★ 0
- knjname/2025-12-04_KiroChallenge★ 0
- krbylit/dotfiles★ 0
- perpil/kiro-challenge★ 0
- phoebe-rival/kiro-challenges★ 0
- satoshi256kbyte/goal-mandala★ 0
- saurabh-sp-tripathi/aws-reinvent-2025-kiro-workshop★ 0
- Cloudmancermedia/duck-image-generator★ 0
Aggregates count every public reference; repos that opt out of listing are counted but not named.
Static signals
Public sources — re-verifiable by anyone · updated unknown- Weekly downloads
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- GitHub stars
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- SECURITY.md
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- Versions
- 0
- Latest
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- License
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Author-declared
Not yet claimedNo author context yet. Are you the author? Claim this page.
Community-observed
Opt-in, anonymized signal from people who ran ax-rayNot enough signal yet — no community aggregate is shown below 5 contributors (k-anonymity floor). Run npx ax-ray --submit to contribute.
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Are you the author? Claim this page →Adoption
Live count of public repos observed wiring this server up.
[](/server/pypi/awslabs.frontend-mcp-server)Status
The band this page currently sits in — observed, never a verdict.
[](/server/pypi/awslabs.frontend-mcp-server)