The Index · By job · Product manager

MCP servers for product manager, ranked

tashan measures 217 capabilities against the work a product manager actually does — project management, product strategy, prds and specs, market analysis, risk assessment, user research — and ranks them on public evidence alone: upkeep, freshness and real adoption. How we measure ›

#CapabilitytashanEvidenceHealth
1
Impeccable server
Design
83
51k ★active
2
Mattpocock Skills server
Dev Tools & CI
81
191k ★active
3
Last30days server solid
Productivity
77
54k ★active
4
Atlassian · atlassian server thin
Productivity
75
911 ★active
5
AI Devkit server solid
Productivity
75
2k ★active
6
Cookiy server solid
Productivity
73
1k ★active
7
Pm Skills server thin
Dev Tools & CI
72
504 ★active
8
Wooyun Legacy server thin
Security
70
2k ★active
9
Prd Ce server thin
Dev Tools & CI
69
205 ★active
10
Offensive Claude server solid
Productivity
69
326 ★active
11
Gsd Plugin server thin
Productivity
68
84 ★active
12
Linear Claude Skill server solid
Productivity
68
118 ★active
13
AI Team OS server thin
Dev Tools & CI
67
326 ★active
14
Amplitude server thin
Design
66
30 ★active
15
Jira server solid
Productivity
65
46 ★active
16
Session Orchestrator server solid
Productivity
65
48 ★active
17
Maister server deep
Dev Tools & CI
64
191 ★active
18
Rk Skills server thin
Productivity
64
43 ★active
19
Aldc Spec Tdd Development Framework For Al server thin
Dev Tools & CI
64
96 ★active
20
Gangsta server solid
Dev Tools & CI
64
67 ★active
21
Airtable server thin
Communication
63
38 ★active
22
Draft server solid
Dev Tools & CI
62
39 ★active
23
Vibe Prospecting server solid
Data & Analytics
62
18 ★active
24
Naksha Studio server solid
Dev Tools & CI
62
302 ★active
25
Memi server solid
Dev Tools & CI
62
28 ★active
26
Karma server solid
Productivity
61
27 ★active
27
AI Adoption Playbook server solid
Security
60
20 ★active
28
Claude Ops server
Productivity
60
20 ★active
29
Management Consulting server solid
Docs & Knowledge
58
43 ★active
30
Product Discovery server solid
Productivity
58
13 ★active
31
Haytham server deep
Dev Tools & CI
57
13 ★active
32
Groundwork server solid
Dev Tools & CI
57
41 ★active
33
Specclaw server deep
Dev Tools & CI
56
10 ★active
34
Sdd server solid
Productivity
56
11 ★active
35
Specrails server deep
Dev Tools & CI
56
9 ★active
36
Reqvire server solid
Dev Tools & CI
56
15 ★active
37
Memex Checkout server thin
Productivity
56
29 ★active
38
Game Of Cards server solid
Productivity
55
6 ★active
39
Supply Chain Skills server thin
Security
55
51 ★active
40
Ideonomy server deep
Productivity
55
39 ★active
41
Ferrox Core server solid
Dev Tools & CI
55
20 ★active
42
Don Cheli Sdd Framework server solid
Dev Tools & CI
54
56 ★active
43
Gooseworks server deep
Communication
54
6 ★active
44
F Mcp Bridge server solid
Design
54
9 ★active
45
The H AI K U Method server solid
Productivity
53
24 ★active
46
Sq server deep
Productivity
53
14 ★active
47
Guided AI Product Management server thin
Dev Tools & CI
53
5 ★active
48
Specops server solid
Dev Tools & CI
53
50 ★active
49
Jig server solid
Dev Tools & CI
53
4 ★active
50
Hyperflow server deep
Productivity
52
3 ★active
51
Adversarial Spec server solid
Productivity
52
554 ★stable
52
Barker Stablecoin Skills server deep
Dev Tools & CI
52
3 ★active
53
Parallax server
Finance & Crypto
52
3 ★active
54
Spec Driven Development server
Dev Tools & CI
51
3 ★active
55
Mangrovetrader server
Finance & Crypto
51
3 ★active
56
Debate server
Productivity
51
3 ★active
57
Agent Estimate server
Productivity
50
3 ★active
58
Shipyard · Acendas server
Dev Tools & CI
50
2 ★active
59
Dominion Flow server
Productivity
49
77 ★active
60
Ccf server
Productivity
49
8 ★active
61
Fullstory server
Data & Analytics
49
9 ★active
62
Frank Grimes server
Productivity
49
2 ★active
63
Launchpad server
Dev Tools & CI
48
1 ★active
64
Next Task server
Productivity
48
4 ★active
65
Pm AI Partner Framework server
Productivity
48
5 ★active
66
Bigdata Com server
Finance & Crypto
48
2 ★active
67
Algovault Skills server
Finance & Crypto
48
1 ★active
68
Apiiro server
Security
48
3 ★active
69
Langguard Scope server
Security
48
5 ★active
70
Windmill Hr server
Dev Tools & CI
48
1 ★active
71
8 Habit AI Dev server
Dev Tools & CI
47
3 ★active
72
Belmont server
Productivity
47
4 ★active
73
Coordinator Claude server
Productivity
47
5 ★active
74
Deepmiro server
Other
47
7 ★active
75
Spec server
Dev Tools & CI
46
9 ★active
76
Vibe Cartographer server
Productivity
45
1 ★active
77
Astravue server
Productivity
45
12 ★active
78
Product In Acquisitions server
Dev Tools & CI
45
1 marketplacesactive
79
Superpowers Beads server
Productivity
45
0 ★active
80
Sdlc Wizard server
Productivity
45
1 marketplacesactive
81
Sdlc Wizard Cowork server
Productivity
45
1 marketplacesactive
82
Mindpowers server
Dev Tools & CI
45
3 ★active
83
Product Org OS server
Design
45
4 ★active
84
Zsl Superpowers server
Productivity
45
1 ★active
85
Comparative Landscape Brief server
Productivity
45
1 marketplacesactive
86
Clover server
Productivity
45
0 ★active
87
Devflow · KlausFreiberufler server
Dev Tools & CI
44
1 ★active
88
1b1 server
Productivity
44
1 marketplacesactive
89
Pm Tasks Core server
Dev Tools & CI
44
1 marketplacesactive
90
Pm Tasks Trello server
Productivity
44
1 marketplacesactive
91
Pm Tasks Asana server
Productivity
44
1 marketplacesactive
92
Pm Tasks Jira server
Productivity
44
1 marketplacesactive
93
Pm Tasks Linear server
Productivity
44
1 marketplacesactive
94
Jira CLI server
Productivity
44
1 marketplacesactive
95
Claude Deconstruct server
Dev Tools & CI
44
1 ★active
96
Spec First server
Productivity
44
4 ★active
97
Waterfall server
Dev Tools & CI
44
2 ★active
98
Cc Orchestrador Subagents server
Productivity
43
0 ★active
99
Asana server
Productivity
42
1 marketplaces—
100
GitHub · anthropics server
Productivity
42
1 marketplaces—
101
GitLab server
Productivity
42
1 marketplaces—
102
Linear server
Productivity
42
1 marketplaces—
103
Fullstory · anthropics server
Data & Analytics
42
1 marketplaces—
104
Private Atlassian server
Productivity
41
1 ★active
105
Campaign Strategy server
Data & Analytics
40
1 marketplacesactive
106
Industry Playbooks server
Security
40
1 marketplacesactive
107
Meta Suite server
Productivity
38
0 ★active
108
Sapling server
Productivity
29
0 ★active
109
Construction Intelligence server
Dev Tools & CI
28
6 ★active
110
Splinter server
Dev Tools & CI
28
1 marketplaces—
111
Leonardo server
Dev Tools & CI
28
1 marketplaces—
112
Vernon server
Dev Tools & CI
28
1 marketplaces—
113
Compound Workflows server
Productivity
28
1 ★active
114
Raphael server
Dev Tools & CI
28
1 marketplaces—
115
Aidlc For Claude server
Productivity
25
0 ★active
116
Backlog Skill server
Productivity
19
0 ★abandoned
·
Project Artifact skill ✓ Anthropic
Productivity
not scored yet
33k ★active
·
Executing Plans skill
Productivity
not scored yet
261k ★active
·
Writing Plans skill
Productivity
not scored yet
261k ★active
·
Business Operations Skills skill
Productivity
not scored yet
23k ★active
·
Capacity Planner skill
Productivity
not scored yet
23k ★active
·
Execute skill
Productivity
not scored yet
23k ★active
·
Vpe Review skill
Productivity
not scored yet
23k ★active
·
Postmortem skill
Dev Tools & CI
not scored yet
23k ★active
·
Change Management skill
Productivity
not scored yet
23k ★active
·
Company OS skill
Productivity
not scored yet
23k ★active
·
Coo Advisor skill
Productivity
not scored yet
23k ★active
·
Decision Logger skill
Productivity
not scored yet
23k ★active
·
Vpe Advisor skill
Dev Tools & CI
not scored yet
23k ★active
·
Tc Tracker skill
Productivity
not scored yet
23k ★active
·
Tech Debt Tracker skill
Dev Tools & CI
not scored yet
23k ★active
·
Agile Product Owner skill
Productivity
not scored yet
23k ★active
·
Deep Work skill
Productivity
not scored yet
23k ★active
·
Meetings skill
Productivity
not scored yet
23k ★active
·
Weekly Review skill
Productivity
not scored yet
23k ★active
·
Atlassian Admin skill
Productivity
not scored yet
23k ★active
·
Atlassian Templates skill
Productivity
not scored yet
23k ★active
·
Jira Expert skill
Productivity
not scored yet
23k ★active
·
Pm Skills · alirezarezvani skill
Productivity
not scored yet
23k ★active
·
Scrum Master skill
Productivity
not scored yet
23k ★active
·
Senior Pm skill
Productivity
not scored yet
23k ★active
·
Team Communications skill
Productivity
not scored yet
23k ★active
·
Clockify Automation skill
Productivity
not scored yet
70k ★active
·
Eventbrite Automation skill
Productivity
not scored yet
70k ★active
·
Freshbooks Automation skill
Productivity
not scored yet
70k ★active
·
Googlecalendar Automation skill
Productivity
not scored yet
70k ★active
·
Googlemeet Automation skill
Productivity
not scored yet
70k ★active
·
Googletasks Automation skill
Productivity
not scored yet
70k ★active
·
Harvest Automation skill
Productivity
not scored yet
70k ★active
·
Arquiteto De Empresa skill
Finance & Crypto
not scored yet
23k ★active
·
Boardroom skill
Productivity
not scored yet
23k ★active
·
Brief skill
Productivity
not scored yet
23k ★active
·
Cco Review skill
Productivity
not scored yet
23k ★active
·
Cpo Review skill
Productivity
not scored yet
23k ★active
·
Cross Eval skill
Productivity
not scored yet
23k ★active
·
Freeze skill
Productivity
not scored yet
23k ★active
·
Office Hours skill
Finance & Crypto
not scored yet
23k ★active
·
Post Mortem skill
Dev Tools & CI
not scored yet
23k ★active
·
Chief Customer Officer Advisor skill
Finance & Crypto
not scored yet
23k ★active
·
Board Prep skill
Productivity
not scored yet
23k ★active
·
Executive Mentor skill
Productivity
not scored yet
23k ★active
·
Hard Call skill
Productivity
not scored yet
23k ★active
·
Stress Test skill
Dev Tools & CI
not scored yet
23k ★active
·
Board Meeting skill
Productivity
not scored yet
23k ★active
·
Ceo Advisor skill
Design
not scored yet
23k ★active
·
Chief Of Staff skill
Productivity
not scored yet
23k ★active
·
Cmo Advisor skill
Communication
not scored yet
23k ★active
·
Cpo Advisor skill
Productivity
not scored yet
23k ★active
·
Culture Architect skill
Dev Tools & CI
not scored yet
23k ★active
·
Intl Expansion skill
Finance & Crypto
not scored yet
23k ★active
·
Ma Playbook skill
Productivity
not scored yet
23k ★active
·
Org Health Diagnostic skill
Finance & Crypto
not scored yet
23k ★active
·
Strategic Alignment skill
Productivity
not scored yet
23k ★active
·
Partnerships Architect skill
Productivity
not scored yet
23k ★active
·
Pricing Strategist skill
Dev Tools & CI
not scored yet
23k ★active
·
Ab Test Setup skill
Dev Tools & CI
not scored yet
23k ★active
·
Churn Prevention skill
Productivity
not scored yet
23k ★active
·
Launch Strategy skill
Productivity
not scored yet
23k ★active
·
Marketing Strategy Pmm skill
Productivity
not scored yet
23k ★active
·
Onboarding Cro skill
Communication
not scored yet
23k ★active
·
Paywall Upgrade Cro skill
Productivity
not scored yet
23k ★active
·
Pricing Strategy skill
Productivity
not scored yet
23k ★active
·
Experiment Designer skill
Dev Tools & CI
not scored yet
23k ★active
·
Product Discovery · alirezarezvani skill
Communication
not scored yet
23k ★active
·
Product Manager Toolkit skill
Dev Tools & CI
not scored yet
23k ★active
·
Product Strategist skill
Productivity
not scored yet
23k ★active
·
Roadmap Communicator skill
Productivity
not scored yet
23k ★active
·
Andreessen skill
Productivity
not scored yet
23k ★active
·
Roast skill
Productivity
not scored yet
23k ★active
·
Doc Coauthoring skill ✓ Anthropic
Docs & Knowledge
not scored yet
164k ★active
·
Brainstorming skill
Dev Tools & CI
not scored yet
261k ★active
·
Grill Me skill
Dev Tools & CI
not scored yet
23k ★active
·
Grill With Docs skill
Dev Tools & CI
not scored yet
23k ★active
·
Spec Driven Workflow skill
Productivity
not scored yet
23k ★active
·
Code To Prd skill
Dev Tools & CI
not scored yet
23k ★active
·
Spec To Repo skill
Dev Tools & CI
not scored yet
23k ★active
·
Sales Engineer skill
Productivity
not scored yet
23k ★active
·
Cmo Review skill
Productivity
not scored yet
23k ★active
·
Competitive Intel skill
Data & Analytics
not scored yet
23k ★active
·
Competitive Teardown skill
Productivity
not scored yet
23k ★active
·
Market Research skill
Dev Tools & CI
not scored yet
23k ★active
·
Dossier · alirezarezvani skill
Productivity
not scored yet
23k ★active
·
Patent skill
Search
not scored yet
23k ★active
·
Pulse skill
Search
not scored yet
23k ★active
·
Competitive Ads Extractor skill
Data & Analytics
not scored yet
70k ★active
·
Vendor Management skill
Productivity
not scored yet
23k ★active
·
Challenge skill
Productivity
not scored yet
23k ★active
·
Ciso Advisor skill
Security
not scored yet
23k ★active
·
Scenario War Room skill
Productivity
not scored yet
23k ★active
·
AI Security skill
Security
not scored yet
23k ★active
·
Red Team skill
Security
not scored yet
23k ★active
·
Senior Security skill
Dev Tools & CI
not scored yet
23k ★active
·
Iso42001 Specialist skill
Security
not scored yet
23k ★active
·
Risk Management Specialist skill
Security
not scored yet
23k ★active
·
UX Researcher Designer skill
Design
not scored yet
23k ★active
·
Product Research skill
Dev Tools & CI
not scored yet
23k ★active
·
Apple Hig Expert skill
Design
not scored yet
23k ★active

49 of these have been expertise-graded against their own documentation; the rest carry adoption and upkeep signal only. We publish what is measured and say plainly what is not.

The work behind this job

Project managementProduct strategyPRDs and specsMarket analysisRisk assessmentUser researchDesign critique

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