What is the best dev tools & ci MCP server?

By tashan's measured score, the highest-ranked are Git Bisect Pr Review, Jarvis, Lesson Builder, Lookout, Meta Harness Ygn. the score combines upkeep and freshness, gated by real adoption — every input is public and linked to its source.

How many dev tools & ci MCP servers are there?

tashan currently measures 120 capabilities in this category out of its full tracked corpus. The count moves as servers are published and as adoption changes.

How is the ranking calculated?

From public signal only: npm download volume and publish cadence, GitHub push/release recency, contributor count, registry status, and how often the server appears in real public agent configs. Nobody can pay to change a score, rank, or listing.

The Index · Dev Tools & CI

Dev Tools & CI MCP servers & plugins, ranked

Git, GitHub, code, testing, build & CI. tashan measures 120 capabilities here and ranks them by tashan score — a transparent composite of upkeep, freshness and real adoption. How we measure ›

#	Capability	tashan	Evidence	Health
1	Git Bisect Pr Review plugin Dev Tools & CI	26	0 ★	active
2	Jarvis plugin Dev Tools & CI	26	0 ★	active
3	Lesson Builder plugin Dev Tools & CI	26	0 ★	active
4	Lookout plugin Dev Tools & CI	26	1 marketplaces	active
5	Meta Harness Ygn plugin Dev Tools & CI	26	0 ★	active
6	Parrot plugin Dev Tools & CI	26	0 ★	active
7	Pr Review Fix plugin Dev Tools & CI	26	0 ★	active
8	Repo Recap plugin Dev Tools & CI	26	0 ★	active
9	Ronclad plugin Dev Tools & CI	26	0 ★	active
10	Scaffold plugin Dev Tools & CI	26	0 ★	active
11	Sf Env Awareness plugin Dev Tools & CI	26	0 ★	active
12	Subgraphs Skills plugin Dev Tools & CI	26	0 ★	active
13	Terraform Lsp plugin Dev Tools & CI	26	1 ★	active
14	Tradememory plugin Dev Tools & CI	26	1 ★	active
15	Truehue plugin Dev Tools & CI	26	0 ★	active
16	Waves Exovian plugin Dev Tools & CI	26	0 ★	abandoned
17	Worktale Claude Code Plugin plugin Dev Tools & CI	26	0 ★	active
18	Zie Framework plugin Dev Tools & CI	26	0 ★	active
19	Formpatch plugin Dev Tools & CI	26	0 ★	active
20	Open Python Skills plugin Dev Tools & CI	26	7 ★	abandoned
21	Oa Playwright CLI plugin Dev Tools & CI	26	0 ★	active
22	Azure Devops Pr Review plugin Dev Tools & CI	26	0 ★	active
23	Common plugin Dev Tools & CI	26	0 ★	active
24	Hono Mcp Server Sse Transport npm Dev Tools & CI	26	21k/wk	abandoned
25	Auto Log Your Claude Code Sessions As Odoo Timesheets plugin Dev Tools & CI	25	0 ★	active
26	Avicenna plugin Dev Tools & CI	25	1 ★	active
27	Breezeware Dev Plugins plugin Dev Tools & CI	25	0 ★	active
28	Chisel plugin Dev Tools & CI	25	0 ★	active
29	Claude Code Workflow plugin Dev Tools & CI	25	0 ★	active
30	Claude Codex Loop plugin Dev Tools & CI	25	0 ★	active
31	Claude Handoff plugin Dev Tools & CI	25	0 ★	active
32	Claude Vitals plugin Dev Tools & CI	25	0 ★	active
33	Cost Estimate plugin Dev Tools & CI	25	0 ★	active
34	Csharp Aesthetic Architecture plugin Dev Tools & CI	25	0 ★	active
35	Darce plugin Dev Tools & CI	25	0 ★	active
36	Decibel Superpowers plugin Dev Tools & CI	25	0 ★	active
37	Distributed Architect plugin Dev Tools & CI	25	1 ★	active
38	Flutter Skills plugin Dev Tools & CI	25	0 ★	active
39	GitHub Reuse Assistant plugin Dev Tools & CI	25	1 ★	active
40	K8S Skills plugin Dev Tools & CI	25	1 marketplaces	active
41	Memoriant Eval Sandbox Skill plugin Dev Tools & CI	25	0 ★	active
42	Memoriant Perf Test Skill plugin Dev Tools & CI	25	0 ★	active
43	Memoriant Test Coverage Skill plugin Dev Tools & CI	25	0 ★	active
44	Orchestrator Workflow Plugin plugin Dev Tools & CI	25	0 ★	active
45	Oya plugin Dev Tools & CI	25	0 ★	active
46	Promptup plugin Dev Tools & CI	25	1 ★	active
47	Skill Creator · aisa-one plugin Dev Tools & CI	25	0 ★	active
48	Soulz plugin Dev Tools & CI	25	0 ★	active
49	Spm plugin Dev Tools & CI	25	0 ★	active
50	The Genie Method plugin Dev Tools & CI	25	0 ★	active
51	Tidy plugin Dev Tools & CI	25	1 ★	active
52	Vibe Coding · jordanbeardedmgmt plugin Dev Tools & CI	25	0 ★	active
53	Xcode Cloud plugin Dev Tools & CI	25	0 ★	active
54	R Skills plugin Dev Tools & CI	25	1 marketplaces	active
55	5d Skills plugin Dev Tools & CI	25	5 ★	abandoned
56	Kubernetes Assistant plugin Dev Tools & CI	25	1 ★	abandoned
57	Claude Decide plugin Dev Tools & CI	25	0 ★	active
58	Ddc CI Control Bridge npm Dev Tools & CI	25	148/wk	abandoned
59	Angel AI plugin Dev Tools & CI	24	0 ★	active
60	API Contract Forge plugin Dev Tools & CI	24	0 ★	active
61	Bugbash plugin Dev Tools & CI	24	0 ★	active
62	Chuck plugin Dev Tools & CI	24	0 ★	active
63	Claude Co2 Status Line plugin Dev Tools & CI	24	0 ★	active
64	Claude Code El Coderabbit plugin Dev Tools & CI	24	0 ★	active
65	Claude Forge plugin Dev Tools & CI	24	0 ★	active
66	Claude Paste plugin Dev Tools & CI	24	0 ★	active
67	Contextstellar plugin Dev Tools & CI	24	0 ★	active
68	Dopamine plugin Dev Tools & CI	24	0 ★	active
69	Drillspark Workflow Toolkit plugin Dev Tools & CI	24	0 ★	active
70	Fsd Architect Skill plugin Dev Tools & CI	24	0 ★	active
71	Impact Analysis plugin Dev Tools & CI	24	0 ★	active
72	Logfire · pydantic plugin Dev Tools & CI	24	1 ★	active
73	Skills Updater plugin Dev Tools & CI	24	1 marketplaces	active
74	Sklearn To Ts plugin Dev Tools & CI	24	0 ★	active
75	Snipara plugin Dev Tools & CI	24	0 ★	active
76	Tdd Evolutionary Loop plugin Dev Tools & CI	24	0 ★	active
77	WordPress Playground plugin Dev Tools & CI	24	1 ★	abandoned
78	Multiverse plugin Dev Tools & CI	24	3 ★	abandoned
79	Metaskill plugin Dev Tools & CI	24	4 ★	abandoned
80	Auralogs remote Dev Tools & CI	24	0 ★	active
81	Canaryusers remote Dev Tools & CI	24	0 ★	active
82	Cursor Cloud Agent npm Dev Tools & CI	23	5/wk	abandoned
83	Bug Fixing Autoreport plugin Dev Tools & CI	23	0 ★	active
84	Coderocket plugin Dev Tools & CI	23	0 ★	active
85	Glyph plugin Dev Tools & CI	23	0 ★	active
86	Md Linker plugin Dev Tools & CI	23	0 ★	active
87	Ng plugin Dev Tools & CI	23	0 ★	active
88	Python Remote Debug Skill plugin Dev Tools & CI	23	2 ★	abandoned
89	Scan Modules plugin Dev Tools & CI	23	0 ★	active
90	Usectl plugin Dev Tools & CI	23	0 ★	active
91	Waggle plugin Dev Tools & CI	23	0 ★	active
92	Kestrel plugin Dev Tools & CI	23	0 ★	active
93	Infrahub plugin Dev Tools & CI	23	0 ★	abandoned
94	Ios Development plugin Dev Tools & CI	23	1 ★	active
95	Frappe Dev npm Dev Tools & CI	23	54/wk	abandoned
96	Clawmanagerfleet remote Dev Tools & CI	23	0 ★	active
97	Codegworkspace remote Dev Tools & CI	23	0 ★	active
98	Decapodkernel remote Dev Tools & CI	23	0 ★	active
99	Lixversion remote Dev Tools & CI	23	0 ★	active
100	Shipswiftcomponents remote Dev Tools & CI	23	0 ★	active
101	Skybridgepackager remote Dev Tools & CI	23	0 ★	active
102	Sregymgate remote Dev Tools & CI	23	0 ★	active
103	Statewrightgate remote Dev Tools & CI	23	0 ★	active
104	Unitymcptest remote Dev Tools & CI	23	0 ★	active
105	Zerolangcompiler remote Dev Tools & CI	23	0 ★	active
106	Clarity plugin Dev Tools & CI	22	0 ★	active
107	Hollow Mode plugin Dev Tools & CI	22	0 ★	active
108	binaryPets plugin Dev Tools & CI	22	1 ★	abandoned
109	Agentichtmlexportqa remote Dev Tools & CI	22	0 ★	active
110	Agentmonitorrelay remote Dev Tools & CI	22	0 ★	active
111	Agentskillupdategate remote Dev Tools & CI	22	0 ★	active
112	Aistudioandroidreleasegate remote Dev Tools & CI	22	0 ★	active
113	Antigravityextensiongate remote Dev Tools & CI	22	0 ★	active
114	Antigravityrunledger remote Dev Tools & CI	22	0 ★	active
115	Clianythingharness remote Dev Tools & CI	22	0 ★	active
116	Codegraphcontext remote Dev Tools & CI	22	0 ★	active
117	Codexrunledger remote Dev Tools & CI	22	0 ★	active
118	Copilotcliswitchgate remote Dev Tools & CI	22	0 ★	active
119	Kirowebreleasebinder remote Dev Tools & CI	22	0 ★	active
120	Mcpdeprecation remote Dev Tools & CI	22	0 ★	active

0 of these have been expertise-graded against their documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what isn't.

Head to head

The question people actually ask, answered with two measurements taken the same day by the same scorer.

Modelcontextprotocol vs Everything Git vs Everything Growthbook vs Everything Codescene vs Everything Everything vs Argot Everything vs Opentakeoff Powerbi Modeling vs Everything Git vs Modelcontextprotocol Growthbook vs Modelcontextprotocol Codescene vs Modelcontextprotocol Modelcontextprotocol vs Argot Modelcontextprotocol vs Opentakeoff

Other categories

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