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MCP QUEEN

Evidence Registry / Dev & Code

Compare coding, GitHub, DevOps, and cloud MCP servers

Find MCP servers for code, repositories, CI/CD, debugging, deployment, and developer workflows ranked by live protocol and tool-schema evidence.

Who this comparison is for

For engineering teams deciding which tools an AI coding agent may read from or act through.

What to verify before connecting

30 currently graded matches · live observations last updated 2026-10-08 · ranked by operational score, then latency.

#MCP serverGradeScoreLatencyToolsProtocol accessTrust evidence
1Decimal-place count for a number
io.github.sadri-dridi/round-dp
A1001ms31open2
2paragraph-break count, text discarded
io.github.sadri-dridi/para-n
A1001ms31open2
3Utility 125
io.github.sadri-dridi/util-125
A1002ms31open2
4UTC ISO ordinal date YYYY-DDD
io.github.sadri-dridi/iso-ord
A1002ms31open2
5JS escape sequence count, input discarded
io.github.sadri-dridi/jsesc-ok
A1002ms31open2
6MD4 hex length, input discarded
io.github.sadri-dridi/md4-len
A1002ms31open2
7STEP ISO-10303 header, file discarded
io.github.sadri-dridi/step-ok
A1002ms31open2
8TE trailers token count, value discarded
io.github.sadri-dridi/te-n
A1002ms31open2
9Gregorian Y-M-D shape, value discarded
io.github.sadri-dridi/greg-ok
A1002ms31open2
10KOI8-U high-bit band, bytes discarded
io.github.sadri-dridi/koi8u-ok
A1002ms31open2
11MODS titleInfo count, markup discarded
io.github.sadri-dridi/mods-ok
A1002ms31open2
12TriG graph-brace count, body discarded
io.github.sadri-dridi/trig-ok
A1002ms31open2
13Coarse moon age 0-29 from UTC day
io.github.sadri-dridi/moon-age
A1002ms31open2
14Mean solar noon UTC-hour band
io.github.sadri-dridi/solar-noon
A1002ms31open2
15Port 443
io.github.sadri-dridi/port-443
A1003ms31open2
16Language pl
io.github.sadri-dridi/lang-pl
A1003ms31open2
17a as percent of b, numbers discarded
io.github.sadri-dridi/percent-of
A1003ms31open2
18Africa/Harare clock
io.github.sadri-dridi/tz-africa-harare
A1003ms31open2
19Pacific/Kiritimati clock
io.github.sadri-dridi/tz-pacific-kiritimati
A1003ms31open2
20Utility 28
io.github.sadri-dridi/util-028
A1003ms31open2
21Utility 57
io.github.sadri-dridi/util-057
A1003ms31open2
22Utility 80
io.github.sadri-dridi/util-080
A1003ms31open2
23Utility 95
io.github.sadri-dridi/util-095
A1003ms31open2
24Utility 99
io.github.sadri-dridi/util-099
A1003ms31open2
25Utility 124
io.github.sadri-dridi/util-124
A1003ms31open2
26alphanumeric run count, text discarded
io.github.sadri-dridi/alnum-n
A1003ms31open2
27filename extension charset, value discarded
io.github.sadri-dridi/file-ext-ok
A1003ms31open2
28GOST R 34.11 hex length, input discarded
io.github.sadri-dridi/gost-len
A1003ms31open2
29GPX trkpt count, body discarded
io.github.sadri-dridi/gpx-ok
A1003ms31open2
30Kilopascals to bar, number discarded
io.github.sadri-dridi/kpa-bar
A1003ms31open2

How MCP Queen ranks this list

These are live operational comparisons, not editorial endorsements. Grades measure reachability, protocol behavior, tool descriptions and schemas, latency, and provenance. Trust observations, response audits, and reviewed field reports remain separate; missing evidence means unaudited. There are no affiliate placements or paid rankings.

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