What is the best dev tools & ci MCP server?

By tashan's measured score, the highest-ranked are Getalife Budget, Astronomer Data Agents, AWS Agents, AWS Startup Advisor, Data Engineering. 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	Getalife Budget npm Dev Tools & CI	47	44/wk	active
2	Astronomer Data Agents plugin Dev Tools & CI	46	2 marketplaces	active
3	AWS Agents plugin Dev Tools & CI	46	2 marketplaces	—
4	AWS Startup Advisor plugin Dev Tools & CI	46	2 marketplaces	—
5	Data Engineering plugin Dev Tools & CI	46	2 marketplaces	active
6	Grafana Assistant plugin Dev Tools & CI	46	2 marketplaces	—
7	Grafana plugin Dev Tools & CI	46	2 marketplaces	—
8	Pydantic AI plugin Dev Tools & CI	46	2 marketplaces	—
9	Build With WordPress plugin Dev Tools & CI	46	38 ★	active
10	8 Habit AI Dev plugin Dev Tools & CI	46	3 ★	active
11	Kaizen plugin Dev Tools & CI	46	6 ★	active
12	Superpipelines plugin Dev Tools & CI	46	4 ★	active
13	Swarmwage plugin Dev Tools & CI	46	3 ★	active
14	Tailtest plugin Dev Tools & CI	46	9 ★	active
15	Research · hec-ovi plugin Dev Tools & CI	46	11 ★	active
16	Kognitos plugin Dev Tools & CI	46	1 ★	active
17	Skill Builder npm Dev Tools & CI	46	102/wk	active
18	Vertaaux npm Dev Tools & CI	46	84/wk	active
19	Git · abhishekmcp npm Dev Tools & CI	46	71/wk	active
20	Wheel Size npm Dev Tools & CI	46	64/wk	active
21	Threadmine npm Dev Tools & CI	46	49/wk	active
22	Modelbound npm Dev Tools & CI	46	49/wk	active
23	Starmeet npm Dev Tools & CI	46	45/wk	active
24	Testivai npm Dev Tools & CI	46	19/wk	active
25	Vibe Cartographer plugin Dev Tools & CI	45	1 ★	active
26	Agent Runway plugin Dev Tools & CI	45	3 ★	active
27	Docs Context plugin Dev Tools & CI	45	26 ★	active
28	Flow Studio Power Automate plugin Dev Tools & CI	45	26 ★	active
29	Graph Query plugin Dev Tools & CI	45	2 ★	active
30	Slipstream plugin Dev Tools & CI	45	5 ★	active
31	Autoresearch AI Plugin plugin Dev Tools & CI	45	12 ★	active
32	Design Data Agent plugin Dev Tools & CI	45	1 marketplaces	active
33	Fk Manim Video plugin thin Dev Tools & CI	45	1 marketplaces	active
34	Ntfy Me npm Dev Tools & CI	45	208/wk	active
35	Pharaoh npm Dev Tools & CI	45	102/wk	active
36	Intent Engineering npm Dev Tools & CI	45	69/wk	active
37	Agent Services npm Dev Tools & CI	45	54/wk	active
38	Provenance npm Dev Tools & CI	45	51/wk	active
39	Conducted npm Dev Tools & CI	45	50/wk	active
40	Cortex · alphaaiservice plugin Dev Tools & CI	44	1 ★	active
41	Deployhq CLI plugin Dev Tools & CI	44	0 ★	active
42	Foxcode plugin Dev Tools & CI	44	0 ★	active
43	Insight Blueprint plugin Dev Tools & CI	44	0 ★	active
44	Ironflow plugin Dev Tools & CI	44	10 ★	active
45	Keep Alive plugin Dev Tools & CI	44	1 ★	active
46	Memex · STiFLeR7 plugin Dev Tools & CI	44	0 ★	active
47	Optibot · Optimal-AI plugin Dev Tools & CI	44	1 ★	active
48	Quick Question plugin Dev Tools & CI	44	10 ★	active
49	Spec First plugin Dev Tools & CI	44	4 ★	active
50	Superpowers Beads plugin Dev Tools & CI	44	0 ★	active
51	Swagger Contract Testing plugin Dev Tools & CI	44	1 marketplaces	active
52	Swagger Contract Testing Drift plugin Dev Tools & CI	44	1 marketplaces	active
53	Swagger Contract Testing Openapi Parser plugin Dev Tools & CI	44	1 marketplaces	active
54	Techne plugin Dev Tools & CI	44	0 ★	active
55	Waterfall plugin Dev Tools & CI	44	2 ★	active
56	Wmux Orchestrator plugin Dev Tools & CI	44	9 ★	active
57	Zsl Superpowers plugin Dev Tools & CI	44	1 ★	active
58	Dev Init plugin Dev Tools & CI	44	1 marketplaces	active
59	Dev Core plugin Dev Tools & CI	44	1 marketplaces	active
60	Ioc plugin Dev Tools & CI	44	1 ★	active
61	Multi Review plugin Dev Tools & CI	44	1 marketplaces	active
62	Git Absorb plugin Dev Tools & CI	44	1 marketplaces	active
63	Check Pr Comments plugin Dev Tools & CI	44	1 marketplaces	active
64	Everdict plugin Dev Tools & CI	44	1 ★	active
65	Cantrips plugin Dev Tools & CI	44	1 ★	active
66	Pr Review plugin Dev Tools & CI	44	1 ★	active
67	Can See npm Dev Tools & CI	44	77/wk	active
68	Flarelink npm Dev Tools & CI	44	65/wk	active
69	Dungbeetle npm Dev Tools & CI	44	41/wk	active
70	Appcontext npm Dev Tools & CI	44	40/wk	active
71	Roku npm Dev Tools & CI	44	38/wk	active
72	Codelore npm Dev Tools & CI	44	23/wk	active
73	Double Shot Latte plugin Dev Tools & CI	43	111 ★	active
74	Sentry plugin Dev Tools & CI	43	1 ★	active
75	Acp Find plugin Dev Tools & CI	43	1 ★	active
76	Bitfab plugin Dev Tools & CI	43	1 ★	active
77	Cc Native plugin Dev Tools & CI	43	1 ★	active
78	Cc Usage plugin Dev Tools & CI	43	1 ★	active
79	Claude Deconstruct plugin Dev Tools & CI	43	1 ★	active
80	Codealive plugin Dev Tools & CI	43	1 marketplaces	active
81	Evolve Loop plugin Dev Tools & CI	43	4 ★	active
82	Holistics Development plugin Dev Tools & CI	43	1 marketplaces	active
83	Honeydew plugin Dev Tools & CI	43	1 marketplaces	active
84	Larch plugin Dev Tools & CI	43	4 ★	active
85	Reconnect plugin Dev Tools & CI	43	2 ★	active
86	Worldjen plugin Dev Tools & CI	43	2 ★	active
87	Review All plugin Dev Tools & CI	43	17 ★	active
88	Rust Ext Review Toolkit plugin Dev Tools & CI	43	1 ★	active
89	Super Team plugin Dev Tools & CI	43	13 ★	active
90	Versions plugin Dev Tools & CI	43	1 ★	active
91	Claude Multi Agent Architecture plugin Dev Tools & CI	43	5 ★	active
92	Craft plugin Dev Tools & CI	43	1 ★	active
93	Research Toolkit plugin Dev Tools & CI	43	2 ★	active
94	Alya — The Hub for Autonomous Agents npm Dev Tools & CI	43	117/wk	active
95	Orizn Visa npm Dev Tools & CI	43	89/wk	active
96	Invovate npm Dev Tools & CI	43	63/wk	active
97	Compare CLI npm Dev Tools & CI	43	41/wk	active
98	Claude Wrap npm Dev Tools & CI	43	34/wk	active
99	Vibe Test plugin Dev Tools & CI	42	0 ★	active
100	Vibe Coder npm Dev Tools & CI	42	38/wk	stable
101	Feature Dev plugin Dev Tools & CI	42	1 marketplaces	—
102	Logfire plugin Dev Tools & CI	42	1 marketplaces	—
103	Tunnels plugin Dev Tools & CI	42	1 marketplaces	—
104	Migration To AWS plugin Dev Tools & CI	42	1 marketplaces	—
105	Qt Development Skills plugin Dev Tools & CI	42	1 marketplaces	—
106	Ralph Loop plugin Dev Tools & CI	42	1 marketplaces	—
107	Redis Development plugin Dev Tools & CI	42	1 marketplaces	—
108	Terraform · anthropics plugin Dev Tools & CI	42	1 marketplaces	—
109	10x Team plugin Dev Tools & CI	42	10 ★	active
110	Astronomer plugin Dev Tools & CI	42	1 marketplaces	active
111	Better Dev plugin Dev Tools & CI	42	1 marketplaces	—
112	Building Multiagent Systems plugin Dev Tools & CI	42	1 marketplaces	—
113	Claude Tab Fix plugin Dev Tools & CI	42	16 ★	active
114	Claudeflow plugin Dev Tools & CI	42	5 ★	active
115	Enpitech AI Tools plugin Dev Tools & CI	42	1 marketplaces	—
116	Enpitech Dev Skills plugin Dev Tools & CI	42	1 marketplaces	—
117	Firetiger plugin Dev Tools & CI	42	0 ★	active
118	Goalkeeper plugin Dev Tools & CI	42	12 ★	active
119	Harness Init plugin Dev Tools & CI	42	49 ★	active
120	Hats plugin Dev Tools & CI	42	3 ★	active

1 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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