Is the mcpmark MCP server actively maintained?

The mcpmark MCP server was last committed 5mo ago and has 17 contributors. Issue health: 37% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

mcpmark MCP Server

Name: eval-sys/mcpmark
Rating: 3.0 (1 reviews)
Author: eval-sys

eval-sys/mcpmark

Score: 49.5 Rank #20261 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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claude mcp add agentrank -- npx -y agentrank-mcp-server

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. Topics: benchmark, mcp-servers, mcpmark, eval-sys, agentic, tool-use, mcp.

Ranked #20261 out of 24846 indexed tools.

Has 17 contributors.

Ecosystem

Python Apache-2.0 7 pypi/wk

benchmarkmcp-serversmcpmarkeval-sysagentictool-usemcp

Score Breakdown

Stars 15% 465

465 stars → growing community

Freshness 25% 5mo ago

Last commit 5mo ago → stale

Issue Health 25% 37%

14/38 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 50

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 152 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 24 open vs 14 closed issues — triaging stale issues improves health

Install in your agent

Claude Code

claude mcp add mcpmark -- uvx mcpmark

Codex

codex mcp add mcpmark -- uvx mcpmark

Cursor (.cursor/mcp.json)

{"mcpServers":{"mcpmark":{"command":"uvx","args":["mcpmark"]}}}

Hermes

hermes mcp add mcpmark --command uvx --args mcpmark

Badge all embed codes →

Markdown

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HTML

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Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="eval-sys/mcpmark"></script>

Details

Stars: 465
Forks: 50
Open Issues: 24
Closed Issues: 14
Contributors: 17
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 5mo ago

Matched Queries

topic:mcp

From the README

<div align="center">

# MCPMark: Stress-Testing Comprehensive MCP Use

</div>

An evaluation suite for agentic models in real MCP tool environments (Notion / GitHub / Filesystem / Postgres / Playwright).

MCPMark provides a reproducible, extensible benchmark for researchers and engineers: one-command tasks, isolated sandboxes, auto-resume for failures, unified metrics, and aggregated reports.

> 🚀 **MCPMark Verified is now the default.** The standard tasks in this repository are the Verified set — every environment version-pinned and every verifier stabilized. Results from earlier task versions are deprecated and not directly comparable, so please report new numbers as **MCPMark Verified**. On the Verified set, `gpt-5.5` (xhigh) leads at **92.9%** and `kimi-k2.7` reaches **81.1%**. See [#264](https://github.com/eval-sys/mcpmark/pull/264).

## News

- 🚀 **12 Jun** — **MCPMark Verified** is now the default task set: every environment version-pinned and every verifier stabilized. Earlie

Read full README on GitHub →

See alternatives to eval-sys/mcpmark → Browse mcp-server category → Best MCP Server MCP servers → Compare eval-sys/mcpmark → How to Build an MCP Server in 2026 →MCP Server Comparison: Top 10 Head-to-Head →

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