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MCP servers tagged leaderboard

5 live MCP servers tagged "leaderboard", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with leaderboard.

5
live servers
43
avg trust
8
most stars
1

Arena

SatyamSingh8306

Reliability leaderboard for MCP servers. Scores each server 0-10000 on conformance, tool reliability, agent-task success, hygiene, and honesty.

★ 8updated 6 months agoMIT
59
2

Elizaos.github.io

Leaderboard of Eliza Contributors

52
3

Mcptrends

Adoption trends and momentum rankings for MCP (Model Context Protocol) servers. CLI and SDK coming soon.

37
4

Hvtracker

AI agent & MCP trust registry — independent, evidence-based trust scores for 1.3K+ open-source AI agents and MCP servers. Runtime-trust calibrated (MCP, dependencies, provenance d…

34
5

Model Scoreboard MCP

🔌 Exposes AI model leaderboard + evidence-based routing. NIST + ISO 42001.

34
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