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ARI Award — Agent Readiness Index
2026 Summer

Certifying the SaaS that AI chooses.

We reviewed 200 major SaaS services in the Japanese market. Based on primary-source verification and a fully disclosed scoring formula, 41 services rated A or above are certified.

200
services reviewed
41
certified A or above
37
official MCP servers
29%
no public API

ARI Award 2026 Summer Certified Services

Based on AXR (Agent Experience Rating) scores, 41 services scoring 70 points or above (grade A+) are certified. Order follows the Japanese listing.

AAA

Highest rating (90 pts)

11 services
ServiceProviderCategory
AgileWorksATLED CORP.Expense & Workflow
Color Me ShopGMO Pepabo, Inc.E-commerce
SquareBlock, Inc.Payments
DocuSignDocuSign, Inc.Legal & Contracts
NotionNotion Labs, Inc.Project Management
freee Accountingfreee K.K.Accounting
freee HRfreee K.K.HR & Labor
freee Payrollfreee K.K.HR & Payroll
freee Signfreee K.K.Legal & Contracts
WrikeCitrix Systems (Wrike)Project Management
Zoho CRMZoho Japan CorporationCRM
AgileWorks (ATLED CORP.) — ARI Award 2026 Summer AAA certified

Logos are displayed at each vendor's request, in accordance with their brand guidelines.

AA

High rating (80–89 pts)

21 services
ServiceProviderCategory
Chatworkkubell Co., Ltd.Communication
Concur ExpenseSAP ConcurExpense & Workflow
DomoDomo, Inc.BI & Analytics
fincode byGMOGMO Epsilon, Inc.Payments
FreshdeskFreshworks Inc.Customer Support
GMO Payment GatewayGMO Payment Gateway, Inc.Payments
JootoPR TIMES CorporationProject Management
KeeperKeeper Security, Inc.Security
kickflowkickflow, Inc.Workflow
kintoneCybozu, Inc.Communication
LINE Messaging APILY CorporationCommunication
LINE Official AccountLY CorporationMarketing
LINE WORKSLINE WORKS CorporationCommunication
Logikura (freee Inventory)freee K.K.Logistics
Money Forward CloudMoney Forward, Inc.Accounting
Next EngineNE Inc.E-commerce
Nulab BacklogNulab Inc.Project Management
OneLoginOneLogin by One IdentitySecurity
SmaregiSmaregi, Inc.Payments
GMO Trust LoginGMO GlobalSign K.K.Security
ZendeskZendesk G.K.Customer Support
A

Certified (70–79 pts)

9 services
ServiceProviderCategory
GaroonCybozu, Inc.Communication
HENNGE OneHENNGE K.K.Security
KING OF TIMEHuman Technologies, Inc.HR & Attendance
Lychee RedmineAgileware Inc.Project Management
MisocaYayoi Co., Ltd.Accounting
Re:lationIngage Inc.Customer Support
SansanSansan, Inc.CRM
SmartHRSmartHR, Inc.HR & Labor
Rakuten IchibaRakuten Group, Inc.E-commerce

Rating Results Summary

Of the 200 services reviewed, 194 were rated (excluding discontinued or merged products).

Grade distribution

GradeServicesCriteria
AAA1190 pts (perfect)
AA2180–89 pts
A970–79 pts
BBB2760–69 pts
BB4750–59 pts
B2040–49 pts
C130–39 pts
D56below 30 pts

MCP availability

StatusServicesShare
Official MCP3719%
Third-party MCP137%
API only8845%
No public API5629%

Official MCP = an MCP server whose availability the vendor itself has announced. Third-party MCP = provided by the community or third parties such as CData.

Full Ranking List (CSV Download)

In addition to the 41 certified services published on this page, the full ranking list of every service reviewed (grade, score, MCP availability, authentication method — all facts verified against each vendor's primary sources, 2026-07-16) is available free of charge as CSV. Please register your email address to download.

The information you provide is used only to deliver this data and to send you updates from KanseiLink (rating updates, webinars, etc.). It is never shared with third parties.

Methodology (Fully Disclosed)

Ratings are rules-based evaluations under the AXR (Agent Experience Rating) framework. No subjective LLM judgement is used. The same checklist is applied to every service, based solely on each vendor's primary sources (developer documentation, press releases, official repositories). Data collected by KanseiLink itself (integration recipe counts, measured connections, usage statistics) is never used in Award scoring — the depth of our own database cannot influence any service's grade. Grade bands: AAA (90+) / AA (80+) / A (70+) / BBB (60+) / BB (50+) / B (40+) / C (30+) / D (below 30).

Connectivity (MCP / API)

Official MCP available+50
Third-party MCP+40
Public API (no MCP)+30

Authentication

OAuth 2.0+20
Client Credentials+15
Bearer Token / API key+10
Basic auth+5

Documentation & distribution

Public developer documentation+10
MCP package distribution (npm/GitHub)+10

Scoring examples

Official MCP + OAuth 2.0 + docs + npm= 90 (AAA)
Third-party MCP + OAuth 2.0 + docs + npm= 80 (AA)
Public API + OAuth 2.0 + docs= 60 (BBB)
Public API + API key + docs= 50 (BB)

What we say openly

  • We do not publish per-service connection success rates. Current measurements come mostly from our own automated probes and have not yet reached the scale of collective intelligence from many independent agents. We will publish the full version once the measurement infrastructure matures.
  • This Index rates "technical readiness to be chosen by AI" (AI Access). It is not an overall evaluation of each service's features, quality, or security.
  • Every published fact has been verified, service by service, against vendor primary sources (developer documentation, press releases, official help pages, public openapi.json) as of 2026-07-16. If you find an error, contact us — we will correct it immediately and record the correction on this page.
  • For rating independence, see our Independence Policy. Scores are not for sale.

Correction history

  • 2026-07-22: Corrected the provider name of Zendesk in the AA table from "Zendesk K.K." to "Zendesk G.K." (per their PR team; reflects an organizational change).
  • 2026-07-22: Corrected the AA-certified service name "Trust Login" to its current official name "GMO Trust Login" (per GMO GlobalSign K.K.).

What KanseiLink Is Building

We are not building an MCP ranking or an API directory. In the AI era, investors evaluate companies, companies select software, and AI agents choose tools. We believe Agent Readiness becomes the new decision standard for all of them.

For certified services

Download your certification badge (AAA/AA/A) for your website, press releases, and sales materials.

Download badges

For SaaS vendors

Detailed score breakdowns, benchmarking, and an improvement roadmap — concrete steps to become the SaaS that AI agents choose.

Contact us

For investors & procurement

Understand your portfolio's AI readiness with primary data. Tech DD, bulk portfolio assessment, custom reports.

Contact us

For AI agent developers

The connection intelligence behind these ratings is free to use as an MCP server.

npx @kansei-link/mcp-server