Independent ranking
AI Operability 100
Search by product, job or capability. Rankings are provisional until workflow-level tests replace launch metadata.
100 products shown · scores are provisional until independently tested
Rank
Software
Category
Surface
Capability
Score
1
Slack
Connected app / MCP
Communication
Claude · ChatGPT
Execute
97
2
Gmail
Connected app
Email
Claude · ChatGPT
Execute
97
3
Canva
Chat app / MCP
Design
Claude · ChatGPT
Build/Deploy
97
4
Salesforce / Claudeforce
Claude plugin + MCP
CRM / Sales
Claude · Claude Code
Execute
95
5
Notion
Connected app / MCP
Knowledge / Productivity
Claude · ChatGPT
Execute
95
6
Box
Connected app / MCP
Content Management
Claude · ChatGPT
Execute
95
7
Webflow
MCP connector
Website / CMS
Claude
Build/Deploy
94
8
Linear
MCP connector
Product / Engineering
Claude
Execute
94
9
Adobe
MCP connector
Creative
Claude
Build/Deploy
94
10
Descript
MCP connector
Video / Audio
Claude
Build/Deploy
94
11
HyperFrames by HeyGen
MCP connector
Motion / Presentations
Claude
Build/Deploy
94
12
Website Generator by B12
MCP connector
Website Builder
Claude
Build/Deploy
94
13
Macaly Cloud
MCP connector
App Development
Claude
Build/Deploy
94
14
Lovable
MCP connector
App Development
Claude
Build/Deploy
94
15
TinyFish
MCP connector
Web Agent
Claude
Execute
94
16
Amazon Selling Partner
MCP connector
Commerce / Marketplace
Claude
Execute
94
17
Metricool Social Media Management
MCP connector
Social Media
Claude
Execute
94
18
Stripe
MCP connector
Payments / Finance
Claude
Transact
94
19
PayPal
MCP connector
Payments
Claude
Transact
94
20
Datasite
MCP connector
M&A / Data Room
Claude
Execute
94
21
Freckle
CLI / agent-native
GTM Automation
Claude Code · Codex
Execute
93
22
Airtable
MCP connector
Database / Operations
Claude
Execute
93
23
Supabase
MCP connector
Database / Backend
Claude
Build/Deploy
93
24
Vercel
MCP connector
Development / Deployment
Claude
Build/Deploy
93
25
Google Calendar
Connected app
Calendar
Claude
Execute
93
26
Atlassian MCP
MCP connector
Engineering / Collaboration
Claude
Execute
93
27
Gamma
MCP connector
Presentations / Content
Claude
Build/Deploy
93
28
ElevenLabs
MCP connector
Voice AI
Claude
Execute
93
29
Trimble SketchUp
MCP connector
3D Design
Claude
Build/Deploy
93
30
Brightdeck
MCP connector
Presentations
Claude
Build/Deploy
93
31
Netlify
MCP connector
Development / Deployment
Claude
Build/Deploy
93
32
Jotform
MCP connector
Forms / Surveys
Claude
Build/Deploy
93
33
Helena by Enrich Labs
MCP connector
AI Marketing
Claude
Execute
93
34
Interactive Brokers (IBKR)
MCP connector
Investing / Brokerage
Claude
Transact
93
35
Docusign
MCP connector
Contracts / eSignature
Claude
Execute
93
36
BioRender
MCP connector
Scientific Design
Claude
Build/Deploy
93
37
HubSpot
MCP connector
CRM / Marketing
Claude
Execute
92
38
Zapier
MCP connector
Automation
Claude
Execute
92
39
Asana
MCP connector
Project Management
Claude
Execute
92
40
monday.com
MCP connector
Project Management / CRM
Claude
Execute
92
41
ClickUp
MCP connector
Project Management
Claude
Execute
92
42
Smartsheet
MCP connector
Work Management
Claude
Execute
92
43
Dropbox
MCP connector
Files / Content
Claude
Execute
92
44
OpusClip
MCP connector
Video Repurposing
Claude
Build/Deploy
92
45
Riverside
MCP connector
Video / Podcast
Claude
Build/Deploy
92
46
Tella
MCP connector
Video
Claude
Build/Deploy
92
47
Articulate
MCP connector
Learning Content
Claude
Build/Deploy
92
48
Moda — Slides and Designs
MCP connector
Presentations / Design
Claude
Build/Deploy
92
49
Cloudflare Developer Platform
MCP connector
Cloud / Developer
Claude
Build/Deploy
92
50
PostHog
MCP connector
Product Analytics
Claude
Execute
92
51
Apollo.io
MCP connector
Sales Intelligence
Claude
Execute
92
52
Clay
MCP connector
GTM / Enrichment
Claude
Execute
92
53
Shopify
MCP connector
Commerce
Claude
Execute
92
54
Wealthbox
MCP connector
Wealth CRM
Claude
Execute
92
55
Ironclad Contracts
MCP connector
Contract Lifecycle
Claude
Execute
92
56
Google Drive
Connected app
Files / Workspace
Claude · ChatGPT
Read+Write
86
57
Figma
Chat app / MCP
Design / Product
Claude · ChatGPT
Read+Write
84
58
Microsoft 365
Connected app / MCP
Enterprise Productivity
Claude · ChatGPT
Read+Write
83
59
vidIQ
MCP connector
Creator / Video Marketing
Claude
Read+Write
83
60
Google Cloud BigQuery
MCP connector
Data Warehouse
Claude
Read+Write
83
61
BlackRock Advisor Center
MCP connector
Wealth Management
Claude
Read+Write
83
62
LegalZoom
MCP connector
Legal Services
Claude
Execute
83
63
Intercom
MCP connector
Customer Support
Claude
Read+Write
82
64
Hugging Face
MCP connector
AI / Models
Claude
Execute
82
65
Vanta
MCP connector
Security / Compliance
Claude
Read+Write
82
66
Vibe Prospecting
MCP connector
Prospecting / Data
Claude
Execute
82
67
Intuit QuickBooks
MCP connector
Accounting
Claude
Read+Write
82
68
Harvey
MCP connector
Legal AI
Claude
Read+Write
82
69
Miro
MCP connector
Whiteboard / Collaboration
Claude
Read+Write
81
70
Sentry
MCP connector
Developer Observability
Claude
Read+Write
81
71
Datadog
MCP connector
Observability
Claude
Read+Write
81
72
Firecrawl
MCP connector
Web Data / Research
Claude
Execute
81
73
Snowflake
MCP connector
Data Platform
Claude
Read+Write
81
74
ZoomInfo
MCP connector
Sales Intelligence
Claude
Execute
81
75
Xero
MCP connector
Accounting
Claude
Read+Write
81
76
CoCounsel Legal
MCP connector
Legal AI
Claude
Read+Write
81
77
Mobbin
MCP connector
Design Research
Claude
Read
69
78
Semrush
MCP connector
SEO / Marketing
Claude
Read
69
79
Addepar MCP
MCP connector
Wealth Management
Claude
Read
69
80
Vanguard Advisor Tools
MCP connector
Wealth Management
Claude
Read
69
81
S&P — Deterministic Retrieval
MCP connector
Financial Data
Claude
Read
69
82
PubMed
MCP connector
Biomedical Research
Claude
Read
69
83
Unsplash
MCP connector
Images
Claude
Read
68
84
Windsor.ai
MCP connector
Marketing Analytics
Claude
Read
68
85
Supermetrics Marketing Analytics
MCP connector
Marketing Analytics
Claude
Read
68
86
Amplitude
MCP connector
Product Analytics
Claude
Read
68
87
Flourish Financial
MCP connector
Advisor Finance
Claude
Read
68
88
FactSet AI-Ready Data
MCP connector
Financial Data
Claude
Read
68
89
Twelve Data
MCP connector
Market Data
Claude
Read
68
90
Consensus
MCP connector
Scientific Research
Claude
Read
68
91
Scite
MCP connector
Scientific Research
Claude
Read
68
92
Postman
MCP connector
API Development
Claude
Read
67
93
Context7
MCP connector / plugin
Developer Documentation
Claude
Read
67
94
Prefect
MCP connector
Data Workflows
Claude
Read
67
95
Ahrefs
MCP connector
SEO / AI Search
Claude
Read
67
96
PitchBook Premium
MCP connector
Private Markets Data
Claude
Read
67
97
Ramp
MCP connector
Finance / Spend
Claude
Read
67
98
Morningstar
MCP connector
Investment Research
Claude
Read
67
99
Bloomberg Law
MCP connector
Legal Research
Claude
Read
67
100
Elicit
MCP connector
Scientific Research
Claude
Read
67