io.github.davidmosiah/mcp-scorecardai

mcp-scorecard

Verified · 6 days ago

Agent-readiness scorecard for any MCP server: 10 checks, 0-100 score, actionable findings.

Install

claude mcp add mcp-scorecard -- npx -y [email protected]

Our take

Scores MCP servers against a set of readiness checks and returns actionable findings. It is for developers or curators who want a lightweight review aid when comparing servers for quality and operational fit. The framing is useful, but any numeric scorecard depends heavily on what the ten checks actually measure, so it is best treated as a triage tool rather than a final judgment.

reviewed by hand · 2026-07-12

Something wrong or dead here? Report it

Verification record

last verified
6 days ago
github stars
0
last commit
28 days ago
archived
no
license
MIT
downloads / wk
104
latest version
0.5.12
in registry since
2026-07-03

github.com/davidmosiah/mcp-scorecard

claude-flowai

claude-flow

Verified · 17 days ago

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

hand-reviewed73k stars19k dl/wkchecked 17 days ago

tldrawai

tldraw

Verified · 18 days ago

Draw and visually collaborate with your agents on tldraw's canvas.

hand-reviewed50k starschecked 18 days ago

codebase-memory-mcpai

Codebase Memory

Verified · 8 days ago

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

hand-reviewed45k stars12k dl/wkchecked 8 days ago

openmetadata-mcpai

OpenMetadata

Verified · today

Official OpenMetadata MCP: 21 read and write tools for search, lineage, data quality, governance.

hand-reviewed15k starschecked today

mobilerunai

mobilerun

Verified · 20 days ago

Control real Android and iOS devices with LLM agents — tap, swipe, type, automate flows.

hand-reviewed9.4k starschecked 20 days ago

praisonaiai

PraisonAI

Verified · 7 days ago

AI Agents Framework with Self Reflection and MCP support

hand-reviewed9.1k starschecked 7 days ago