leaderboard mcp servers

6 tagged leaderboard, measured the same way as everything else here.

codebase-memory-mcp

01

suyoumo/ClawProBench

MCP server Claude CodeCodexCursor +2

MCP server "codebase-memory-mcp" as configured in suyoumo/ClawProBench. Launched with codebase-memory-mcp.

823 7d ago A tokens not measured original Apache-2.0

SunrisesIllNeverSee/sigrank-app

MCP server Claude CodeCodexCursor +2

Contribution Exchange MCP: domain discovery, policies, preflight, proposals, and signals. Remote server at signalaf.com.

6 2d ago A tokens not measured original MIT

sigrank

03

SunrisesIllNeverSee/sigrank-app

MCP server Claude CodeCodexCursor +2

SigRank benchmark MCP: cascade metrics, leaderboard, operator profiles, simulation, diagnostics. Remote server at signalaf.com.

6 2d ago A tokens not measured original MIT

sigrank-mcp

04

SunrisesIllNeverSee/sigrank-mcp

MCP server Claude CodeCodexCursor

Upsilon measurement engine with 25 local tools and SigRank proof access via the sigrank package. Runs locally from the sigrank npm package.

0 3d ago A tokens not measured original MIT

forgejudge

05

ahmedEid1/forgejudge

MCP server Claude CodeCodexCursor

Open, always-on leaderboard + CI gate for autonomous coding agents — every patch sandboxed, every run traced, every regression fails the build. Runs locally from the forgejudge Python package.

0 10d ago A tokens not measured original MIT

floweringagents-mcp

06

olivilo/FloweringAgents

MCP server Claude CodeCodexCursor

MCP server giving AI agents tools to self-register and report real economic performance on FloweringAgents. Runs locally from the floweringagents-mcp Python package.

0 2mo ago A tokens not measured original MIT