What is the best MCP servers, plugins and skill for a operations?

By tashan's measured score the highest-ranked for this work are Chrome DevTools, Exa, Trusty Squire, Atlassian, Backlog. The score combines upkeep and freshness, gated by real adoption; every input is public and linked to its source.

Are these audited for security?

Every capability tashan measures is checked against the OSV advisory database at the version you would install today, for install-time scripts, for build provenance, and for the permission surface its declared dependencies reach. The existence of a finding is always free to see. The audit reads public evidence only and never executes anything, so an empty result means nothing was declared, never that nothing is possible.

The Index · By job · Operations

MCP servers, plugins & skills for operations, ranked

Q: What work does this cover?

A operations here is the union of the tasks that job performs — knowledge management, browser automation, messaging and email, project management, document production, web research — so a capability appears if it is measured against any of them. 984 capabilities qualify today.

tashan measures 984 capabilities against the work a operations actually does: knowledge management, browser automation, messaging and email, project management, document production, web research. Ranked on public evidence alone: upkeep, freshness and real adoption. How we measure ›

The stack for this job

One pick per task, taken from the ranking below. Best fit first, then how well it documents itself, then the tashan score.

Knowledge managementAtlassian74 Browser automationChrome DevTools92 Messaging and emailAgentmail76 Project managementBacklog73 Document productionGogcli MCP Slides66 Web researchExa83

#	Capability	tashan	Evidence	Health
1	Chrome DevTools primary npm ✓ Google deep	92	3.3m/wk	active
2	Exa primary npm deep	83	20k/wk	active
3	Trusty Squire primary npm deep	76	3k/wk	active
4	Atlassian primary pkg deep	74	2k/wk	active
5	Backlog primary npm deep	73	8k/wk	active
6	Minutes primary plugin deep	70	1k ★	active
7	Safety Net primary plugin deep	70	1k ★	active
8	Memorix primary npm deep	69	2k/wk	active
9	Huly primary npm deep	69	1k/wk	active
10	Remember primary plugin deep	68	143 ★	active
11	Firecrawl · firecrawl primary plugin deep	68	542 ★	active
12	Reddit MCP Buddy primary npm deep	63	2k/wk	active
13	Affine primary npm deep	62	895/wk	active
14	Notion · awkoy primary npm deep	61	905/wk	active
15	Reolink CLI primary plugin deep	61	80 ★	active
16	Notebooklm primary npm deep	60	367/wk	active
17	Freightutils primary npm deep	60	311/wk	active
18	Vikunja Fastmcp primary npm deep	59	306/wk	active
19	Superpowers Chrome primary plugin deep	58	335 ★	active
20	Postiz primary plugin deep	58	381 ★	active
21	Noosphere primary plugin deep	57	18 ★	active
22	Maister primary plugin deep	57	191 ★	active
23	Redditapis primary npm deep	57	228/wk	active
24	Obsidian Visual Skills primary plugin deep	56	3k ★	active
25	Phdtaketaketake primary plugin deep	53	32 ★	active
26	Imessage primary plugin deep	53	24 ★	active
27	Total Recall primary plugin deep	52	11 ★	active
28	Notebooklm · PleasePrompto primary npm deep	51	5k/wk	active
29	Fluf primary npm deep	51	154/wk	active
30	Specclaw primary plugin deep	50	10 ★	active
31	Bluesky primary npm deep	50	121/wk	active
32	Enzyme primary plugin deep	49	51 ★	active
33	Ix Memory primary plugin deep	49	7 ★	active
34	Kindex primary plugin deep	48	24 ★	active
35	Loredocs primary plugin deep	47	4 ★	active
36	LLM Wiki Plugin primary plugin deep	46	76 ★	active
37	Hyperflow primary plugin deep	46	3 ★	active
38	Artel primary plugin deep	45	7 ★	active
39	Longhand primary plugin deep	45	12 ★	active
40	Local RAG · TheWinci primary plugin deep	44	28 ★	active
41	Dominion Flow primary plugin deep	42	77 ★	active
42	Astravue primary plugin deep	41	12 ★	active
43	Playwright primary npm ✓ Microsoft solid	85	4.6m/wk	active
44	Desktop Commander primary npm solid	83	39k/wk	active
45	Perplexity API Platform primary npm solid	81	30k/wk	active
46	GitLab primary npm solid	79	82k/wk	active
47	Desktop Commander · wonderwhy-er primary plugin solid	78	9k ★	active
48	Mem0 primary plugin solid	78	62k ★	active
49	Mattpocock Skills primary plugin solid	78	191k ★	active
50	Claude Mem primary plugin solid	77	89k ★	active
51	N8n primary npm solid	77	170k/wk	active
52	Browser Harness primary plugin solid	76	16k ★	active
53	Agentmail primary npm solid	76	9k/wk	active
54	Exa · exa-labs primary plugin solid	76	5k ★	active
55	Last30days primary plugin solid	76	54k ★	active
56	Nvidia Skills primary plugin solid	74	3k ★	active
57	Claude Harness primary plugin solid	72	3k ★	active
58	Notion · suekou primary npm solid	71	801/wk	active
59	AI Devkit primary plugin solid	71	2k ★	active
60	Chrome DevTools Axi primary npm solid	70	4k/wk	active
61	Outputai primary plugin solid	70	426 ★	active
62	Seekstone primary npm solid	69	2k/wk	active
63	Open Computer Use primary npm solid	69	2k/wk	active
64	Blockrun primary npm solid	68	636/wk	active
65	Bunqueue primary npm solid	68	3k/wk	active
66	Faf CLI primary npm solid	66	662/wk	active
67	Slack · slackapi primary plugin solid	65	86 ★	active
68	Tavily · tavily-ai primary plugin solid	65	433 ★	active
69	Claude Self Reflect primary plugin solid	64	219 ★	active
70	Nimble primary plugin solid	64	50 ★	active
71	Firecrawl · firecrawl primary plugin solid	64	174 ★	active
72	Miro primary plugin solid	63	142 ★	active
73	Outline primary plugin solid	63	154 ★	active
74	Open Ontologies primary plugin solid	63	212 ★	active
75	Gogcli MCP Sheets primary npm solid	62	519/wk	active
76	Search1api primary npm solid	61	394/wk	active
77	Terminal Driver primary npm solid	61	964/wk	active
78	Episodic Memory primary plugin solid	60	452 ★	active
79	Dark Memory primary npm solid	60	409/wk	active
80	Linear Claude Skill primary plugin solid	60	118 ★	active
81	Subtext primary plugin solid	59	64 ★	active
82	Discord primary npm solid	59	289/wk	active
83	Revolut X primary plugin solid	59	49 ★	active
84	Jira · mulhamna primary plugin solid	58	46 ★	active
85	Session Orchestrator primary plugin solid	58	48 ★	active
86	Parallel primary plugin solid	57	62 ★	active
87	Immich Photo Manager primary plugin solid	56	33 ★	active
88	LLM Wiki Compiler primary plugin solid	56	303 ★	active
89	Tap primary npm solid	56	282/wk	active
90	Drawio · lgazo primary npm solid	55	717/wk	active
91	Android Remote Control primary plugin solid	55	171 ★	active
92	Box primary plugin solid	54	5 ★	active
93	Private Journal primary plugin solid	54	416 ★	active
94	AI Adoption Playbook primary plugin solid	54	20 ★	active
95	Claude Ops primary plugin solid	54	20 ★	active
96	Karma primary plugin solid	54	27 ★	active
97	Mycelium primary plugin solid	53	54 ★	active
98	Antigravity · MarcosNahuel primary plugin solid	53	21 ★	active
99	Join Meeting primary plugin solid	53	127 ★	active
100	Origin primary plugin solid	52	47 ★	active
101	Mind primary plugin solid	52	533 ★	stable
102	Open Compute primary npm solid	52	111/wk	active
103	Omnifocus MCP Enhanced primary npm solid	52	94/wk	active
104	Serpapi Claude Plugin primary plugin solid	52	13 ★	active
105	Loreconvo primary plugin solid	50	10 ★	active
106	Kagura Memory primary plugin solid	50	8 ★	active
107	Composio primary plugin solid	50	7 ★	active
108	Scout primary plugin solid	49	7 ★	active
109	Game Of Cards primary plugin solid	49	6 ★	active
110	Oh My Obsidian primary plugin solid	48	27 ★	active
111	Private Journal · 2389-research primary plugin solid	48	9 ★	active
112	Retrieve The Forgotten Memory primary plugin solid	48	20 ★	active
113	Stickies primary npm solid	48	68/wk	active
114	Browser Use primary plugin solid	48	7 ★	active
115	Itential Builder primary plugin solid	48	12 ★	active
116	AI Coding Ok primary plugin solid	47	15 ★	active
117	Conductor primary plugin solid	47	14 ★	active
118	Archcore primary plugin solid	46	50 ★	active
119	Harness Designing Plugin primary plugin solid	46	5 ★	active
120	Mako AI primary plugin solid	46	51 ★	active
121	Outlook · anasahmed07 primary plugin solid	46	10 ★	active
122	Phd Deepread primary plugin solid	45	56 ★	active
123	Jobpilot primary plugin solid	45	38 ★	active
124	Releases primary plugin solid	45	3 ★	active
125	Session Recall primary plugin solid	44	6 ★	active
126	Patchright MCP Jalikey primary npm solid	44	37/wk	active
127	Agent Estimate primary plugin solid	44	3 ★	active
128	Carbone Skill primary plugin solid	44	4 ★	active
129	Nyann primary plugin solid	44	6 ★	active
130	Bedrock primary plugin solid	43	86 ★	active
131	Bleu primary plugin solid	43	3 ★	active
132	Hipocampus primary plugin solid	43	160 ★	active
133	Project With Reflect primary plugin solid	43	13 ★	active
134	Realbrowser primary plugin solid	43	57 ★	active
135	Google Sheets · domdomegg primary npm solid	43	237/wk	active
136	Conversiontools primary plugin solid	43	5 ★	active
137	Gnosis primary plugin solid	42	25 ★	active
138	Letter For Myself primary plugin solid	42	4 ★	active
139	Recall · bledden primary plugin solid	42	22 ★	active
140	Vibesurfer primary plugin solid	42	15 ★	active
141	Feishu primary npm solid	42	411/wk	active
142	Coordinator Claude primary plugin solid	42	5 ★	active
143	Next Task primary plugin solid	42	4 ★	active
144	Research · hec-ovi primary plugin solid	41	11 ★	active
145	Membase primary plugin solid	40	3 ★	active
146	Vault Pkm primary plugin solid	40	13 ★	active
147	Ever Browser primary plugin solid	40	6 ★	active
148	Vibe Cartographer primary plugin solid	40	1 ★	active
149	Mermaid · hustcc primary npm solid	40	2k/wk	abandoned
150	Flow Studio Power Automate primary plugin solid	40	26 ★	active

Recently changed in Operations

966 changes recorded here in the last 45 days, newest and most serious first.

2026-08-05 Search1api — search1api now reaches credentials
2026-08-05 Shiplight — shiplight now reaches browser, credentials, filesystem, network
2026-08-05 Gdrive — @modelcontextprotocol/server-gdrive was marked deprecated on npm
2026-08-05 Puppeteer — @modelcontextprotocol/server-puppeteer was marked deprecated on npm

This page cannot know what you run. tashan doctor reads your own config and names which of these you have — Pro adds the history behind each, and what to move to.

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Showing the top 150 of 984 — the rest are on the Index, filterable by this job.

423 of these are graded against their own documentation. The rest carry adoption and upkeep signal only. We publish what is measured and name what is not.

The work behind this job

Knowledge management Browser automation Messaging and email Project management Document production Web research Process automation Logistics and fulfilment

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966 changes across Operations in the last 45 days. A new advisory, an install script appearing, a maintainer leaving. All listed free above. Pro keeps the series behind each row, so a number today comes with a direction.

The whole series behind any row, back to the first day we measured it
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