Explore/tool protocol/mcp
M

awslabs/mcpActive

MCP is an open‑source protocol and server implementation for AWS that defines how agents communicate with services and orchestrate tasks.

tool protocolPythonApache-2.0
GitHubCompare
Refreshed 2h ago
OverviewActivity52wAlternativesDocs
Stars9.8k
Forks1.8k
HF Downloads—30d
Last commit2h ago
Refreshed2h ago
Project healthActiveLast commit 2h ago.
Production readinessMVP-readySuitable for non-critical production use.
Risk notesApache-2.0Verify license before production use.
AgentHub Score
87 / 100
Composite score from 6 signals. How we score →
Active project
87Score
Growth
98A+
Activity
96A+
Documentation
70C+
Maturity
94A+
Community
95A+
Production
58C
GitHub stars · 79 days observed9.8k +0.89% / 30d
snapshots
Repository activity · 79 days observedReal snapshots from pushed_at
inactivepushed
2026-07-262026-10-14
Practical assessment
Should you use it?

✓ Best for

  • Research and experimentation
  • Prototype development
  • Learning agentic patterns

◎ Strengths

  • Active community
  • Open source
  • Well-documented API

✕ Not ideal for

  • Untested at scale without validation
  • Teams without AI/ML expertise

⚠ Watch-outs

  • Review changelog before updating
  • Verify license for commercial use
Technical details
What's inside
LanguagePython
LicenseApache-2.0
Sourcegithub
Open source✗ No
Commercial use—
Docs—
Demo—
Paper—

AgentHub Score

87
Score 87/100
Top performer

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