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The evaluation benchmark on MCP servers

active 2025-04-132026-02-08 (UTC)

Partial coverage12,764 / 14,593 hourly files (87%) · 2 absent upstream · 1,823 failed, retryable2024-12-112026-08-11 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
154
Pushes
11
Pull requests
4
Issues
4
Stars
115
Forks
9

Activity over time

Daily event counts in the loaded window

Line chart, 302 days from 2025-04-13 to 2026-02-08. Pushes: 11 total, peak 5 in a day. Pull requests: 4 total, peak 4 in a day. Issues: 4 total, peak 1 in a day. Comments: 10 total, peak 3 in a day. Stars: 115 total, peak 9 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
XGenerationLab111100
shixiaorong075005
XXXLRyan4040
manfredwang0931000
zsforfuture1000
Janene-Li1001
Janenenene1000

Recent activity

Latest issues, pull requests and releases

  • Issue comment#10Janene-Li2025-08-21 06:14
    questions about how to generate more websearch queries
  • Issue comment#10shixiaorong072025-07-31 04:58
    questions about how to generate more websearch queries
  • Issue comment#9shixiaorong072025-07-22 06:19
    Adding Bright Data MCP to the benchmark
  • Issue comment#9shixiaorong072025-07-21 09:01
    Adding Bright Data MCP to the benchmark
  • Issue comment#9meirk-brd2025-07-21 08:23
    Adding Bright Data MCP to the benchmark
  • Issue#9meirk-brd2025-07-21 05:23
    Adding Bright Data MCP to the benchmark
  • Issue comment#8Janenenene2025-07-18 09:48
    questions about calling remote mcp
  • Issue#8Janenenene2025-07-15 07:42
    questions about calling remote mcp
  • Issue comment#7shixiaorong072025-06-30 09:11
    你好,readme的指导问题
  • Issue comment#7shixiaorong072025-06-30 08:34
    你好,readme的指导问题
  • Issue comment#7shixiaorong072025-06-30 08:24
    你好,readme的指导问题
  • Issue comment#6shixiaorong072025-06-04 09:56
    Config example for GAIA
  • Issue#6manfredwang0932025-05-22 01:24
    Config example for GAIA
  • Issue#5zsforfuture2025-05-17 07:45
    car_bi.jsonl 中对应的mysql表中的数据在哪儿
  • Pull request#2XXXLRyan2025-04-16 06:54
  • Pull request#2XXXLRyan2025-04-16 06:53
  • Pull request#1XXXLRyan2025-04-16 05:42
  • Pull request#1XXXLRyan2025-04-16 05:42

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 115 stars here means stars gained during the window, not the repo's star count.