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mcpmark MCP Server

eval-sys/mcpmark

Score: 50.3 Rank #15511 MCP Server
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MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.

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Overview

eval-sys/mcpmark is a Python tool licensed under Apache-2.0. MCPMark is a comprehensive, stress-testing MCP benchmark designed to evaluate model and agent capabilities in real-world MCP use.

Ranked #15511 out of 24840 indexed tools.

Has 17 contributors.

Ecosystem

Python Apache-2.0 7 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 462

462 stars → growing community

Freshness 25% 3mo ago

Last commit 3mo ago → stale

Issue Health 25% 40%

14/35 issues closed → many open issues

Contributors 10% 17

17 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 7/wk

7 weekly installs → early adoption

Forks 48
Description Good
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Freshness high impact

Last commit was 105 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 21 open vs 14 closed issues — triaging stale issues improves health

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AgentRank score for eval-sys/mcpmark
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Matched Queries

topic:mcp

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