TengByte

TengByte/mcpgrade

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

1 stars 0 forks 1 watchers TypeScript MIT License
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7 Open Issues Need Help Last updated: Jul 22, 2026

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leaderboard: stable row anchors, scanned-version column, and a dispute issue template 8 days ago
good first issue leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript
workspace: cross-server semantic collision detection 15 days ago
good first issue roadmap leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript
probe: grade silent failures separately from loud ones (observable-vs-silent axis) 15 days ago
good first issue roadmap leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript
eval: four-outcome taxonomy instead of binary selection accuracy 16 days ago
good first issue roadmap leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript
eval: held-out task authoring so synthetic tasks can't flatter the schemas that generated them 16 days ago
good first issue roadmap leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript
eval: pin full environment fingerprint in every result 16 days ago
good first issue roadmap leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript
docs: production north-star metrics for future correlation study 16 days ago
good first issue roadmap leaderboard
TengByte/mcpgrade
1

Lighthouse for MCP servers — score any MCP server on agent usability, not just spec compliance

TypeScript