MCP Scoreboard Weekly · weekly delta
MCP Scoreboard Weekly — 2026-08-24
4246 MCP servers scored, 3105 unreachable, with evidence-first ecosystem changes and readiness gaps.
48average /100
Evidence boundary
Both runs used mcp-scorecard@0.5.10; score deltas are reported only when the npm package version is unchanged.
4246 scored · 3105 unreachable · 0 deferred.
Top of the current board
- #1apple-health-mcp-unofficial97/100
- #2delx-living-body97/100
- #3eight-sleep-mcp-unofficial97/100
- #4garmin-mcp-unofficial97/100
- #5google-health-fitbit-mcp97/100
Most common readiness gaps
- Smoke test4237100% of scored packages
- Agent manifest4226100% of scored packages
- Manifest discoverability4226100% of scored packages
- Privacy modes documented4225100% of scored packages
- Resources advertised390292% of scored packages
Largest verified improvements
- @forgemeshlabs/disruption-intelligence-mcp46 → 55+9npm 0.1.4
- @forgemeshlabs/kronos-forgemesh-mcp40 → 49+9npm 0.1.0
- @forgemeshlabs/x402-ads-mcp49 → 58+9npm 0.1.4
- agentmarketplace-mcp31 → 40+9npm 0.3.1
- @bulkpublish/mcp-server46 → 54+8npm 1.1.2
- @liveauth-labs/mcp-server52 → 60+8npm 1.0.8
- affiliate-router-mcp43 → 51+8npm 0.1.5
- coinopai-mcp43 → 51+8npm 1.2.4
- @forgemeshlabs/x402-notary-mcp46 → 53+7npm 0.1.2
- conventions-mcp46 → 53+7npm 3.0.1
Largest verified declines
- dejared-mcp58 → 49-9npm 1.0.0
- universal-screenshot-mcp52 → 43-9npm 1.3.0
- @gripforgeai/mcp45 → 40-5npm 0.1.2
- aibvf-mcp62 → 58-4npm 0.12.0
- miromiro-mcp61 → 58-3npm 0.3.1
- @true402.dev/mcp-server55 → 53-2npm 1.0.4
- local-skills-mcp55 → 53-2npm 0.2.1
- mcp-mailtrap51 → 50-1npm 0.6.0
Reachability and catalog changes
Recovered: 19 · became unreachable: 7 · new packages: 171 · removed packages: 6 · package version changes: 436.
What this does not prove
- The score measures agent-readiness metadata, schemas, discovery and declared safety cues — not correctness or security.
- Unreachable means the package could not be graded fairly; it is not a low score.
- A score movement is directional evidence only when both runs use the same engine version and the package version is unchanged.