2026-08-16 · Maya Chen

The capability matrix agents actually need

API, MCP, CLI, docs, and auth for the catalog — with a refusal to invent MCP servers.

When an agent evaluates software, it does not need a hero screenshot. It needs five cells that are true: API, MCP, CLI, docs, and auth. This article publishes the matrix for the top of our catalog and explains how to read it without hallucinating a server.

How we fill a cell

API is none, basic, strong, or excellent based on public, documented programmatic access that can do the core job. MCP is none unless a documented tool surface exists. CLI is none unless there is an official command-line that is not a hidden gist. Docs are structured if an LLM can follow them without a sales call. Auth names the actual scheme: API keys, OAuth, OIDC, PATs, service accounts.

We would rather print none than print a hopeful yes.

Matrix (highest agent Twin Scores)

| Product | API | MCP | CLI | Docs | Auth | Agent score |
|---|---|---|---|---|---|---:|
| Stripe | excellent | basic | excellent | excellent | API keys, OAuth for Connect, Restricted  | 96 |
| OpenAI Platform | excellent | basic | basic | excellent | API keys, org roles, service accounts | 95 |
| GitHub | excellent | basic | excellent | excellent | OAuth Apps, GitHub Apps, PAT, OIDC | 94 |
| Resend | excellent | none | none | excellent | API keys | 94 |
| Anthropic API | excellent | strong | basic | excellent | API keys, cloud marketplaces | 94 |
| Supabase | excellent | basic | excellent | excellent | Anon key, service role, JWT, OAuth provi | 93 |
| Cloudflare | excellent | basic | excellent | excellent | API tokens with fine-grained scopes | 93 |
| Claude | excellent | strong | strong | excellent | API keys, AWS Bedrock, Google Vertex | 92 |
| Neon | excellent | basic | excellent | excellent | API keys; Postgres roles | 92 |
| Amazon Web Services | excellent | none | excellent | strong | IAM, STS, assumed roles | 91 |
| Datadog | excellent | none | excellent | strong | API and APP keys | 91 |
| ChatGPT | excellent | basic | basic | excellent | OAuth and API keys on the OpenAI platfor | 90 |
| GitLab | excellent | none | excellent | excellent | OAuth, PATs, job tokens | 90 |
| Slack | excellent | basic | basic | excellent | OAuth, bot tokens, socket mode | 90 |
| PlanetScale | excellent | none | excellent | excellent | Service tokens | 90 |
| Auth0 | excellent | none | basic | excellent | OIDC, SAML, OAuth2, M2M clients | 90 |
| Pinecone | excellent | none | basic | excellent | API keys | 90 |
| PostHog | excellent | none | basic | excellent | Project API keys, personal keys | 90 |
| Shopify | excellent | none | basic | excellent | OAuth apps, Admin API, Storefront API | 89 |
| Gemini | excellent | basic | basic | strong | Google account, API keys, Vertex IAM | 88 |
| ElevenLabs | excellent | basic | basic | excellent | API keys | 88 |
| Airtable | excellent | none | none | excellent | OAuth and personal access tokens | 88 |
| Discord | excellent | none | none | excellent | OAuth2 and bot tokens | 88 |
| n8n | excellent | basic | excellent | strong | API keys; self-host IAM is yours | 88 |
| Segment | excellent | none | basic | excellent | Write keys, source/dest tokens | 88 |
| Sentry | excellent | none | basic | excellent | DSN public ingest; auth tokens for API | 88 |
| Vercel | excellent | basic | excellent | excellent | OAuth, tokens, OIDC | 87 |
| Linear | excellent | basic | none | excellent | OAuth and API keys; GraphQL | 86 |
| Clerk | excellent | none | none | excellent | Publishable/secret keys, OAuth, B2B orgs | 86 |
| Salesforce | excellent | none | basic | strong | OAuth, JWT, session IDs, Connected Apps | 86 |
| Cal.com | excellent | basic | basic | strong | OAuth and API keys; open source | 85 |
| Firebase | excellent | none | strong | strong | API keys, service accounts, App Check | 85 |
| Cursor | strong | strong | basic | strong | Account; editor rules and API for teams | 84 |
| Jira | excellent | none | basic | strong | Atlassian OAuth, API tokens | 84 |
| HubSpot | excellent | none | none | strong | OAuth and private apps | 84 |
| Notion | excellent | basic | none | strong | OAuth and internal integrations | 83 |
| Intercom | excellent | none | none | strong | OAuth and access tokens | 83 |
| Netlify | strong | none | excellent | strong | OAuth and personal access tokens | 82 |
| Microsoft Teams | excellent | none | basic | strong | Entra ID, Graph, bot framework | 82 |
| Railway | strong | none | excellent | strong | Project tokens and CLI login | 82 |

Reading auth without wishful thinking

Cookie sessions are for humans. Agents need tokens, OIDC client credentials, or signed requests. Superhuman riding Gmail OAuth does not give Superhuman an agent API. Grammarly in your browser does not give Grammarly a JSON rewrite endpoint we will document as excellent. Those products can still be beloved human tools — look at the human Twin Score — and still be poor agent tools.

Determinism and quotas

Video generators and chat models are not Stripe. Asynchronous jobs, content filters, and unpublished rate limits lower determinism and quota scores even when an HTTP API exists. Runway and ElevenLabs both have APIs; only one is cheap, fast, and JSON-shaped. We encode that in the agent number rather than in marketing adjectives.

Skill packaging

A SKILL.md on this twin is a real file with frontmatter, when-to-use, when-not, and the matrix. It is not a prompt that claims the product "integrates with everything." The well-known agent-skills index lists those files. If we cannot write a skill without lying, we still write the skill — and the lie-prevention lives in the when-not section.

What to build if you sell software

Ship a versioned API. Publish quotas. Offer a CLI that uses the same auth as the API. Write docs as canonical markdown, not only a JS-rendered developer portal. If you build MCP, make Streamable HTTP work or do not announce it. Then come back; we will change the cell.

Until then, agents should read this matrix and the CSV, not a launch tweet.

## Catalog notes (agent-capability-matrix-2026)

ChatGPT (OpenAI) sits at human 88 and agent 90 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2022 in San Francisco, USA; pricing as publicly stated is Free tier; Plus, Pro, and Business plans. API billed separately on platform.openai.com. Official site https://chatgpt.com.

Claude (Anthropic) sits at human 86 and agent 92 with API excellent and MCP strong. In the agent-capability-matrix-2026 frame: founded 2023 in San Francisco, USA; pricing as publicly stated is Free, Pro, Team, and Enterprise on claude.ai; Anthropic API is usage-based. Official site https://claude.ai.

Gemini (Google) sits at human 82 and agent 88 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2023 in Mountain View, USA; pricing as publicly stated is Free consumer app; Google AI Plus/Ultra; Gemini API and Vertex AI billed in Google Cloud. Official site https://gemini.google.com.

Grok (xAI) sits at human 74 and agent 70 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2023 in San Francisco, USA; pricing as publicly stated is Consumer access bundled with X Premium tiers; API available from xAI. Official site https://x.ai.

Perplexity (Perplexity AI) sits at human 85 and agent 78 with API strong and MCP basic. In the agent-capability-matrix-2026 frame: founded 2022 in San Francisco, USA; pricing as publicly stated is Free search; Perplexity Pro and Enterprise with higher limits and model choice. Official site https://www.perplexity.ai.

Microsoft Copilot (Microsoft) sits at human 80 and agent 76 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2023 in Redmond, USA; pricing as publicly stated is Consumer Copilot free and Pro; Microsoft 365 Copilot is per-user enterprise licensing. Official site https://copilot.microsoft.com.

Midjourney (Midjourney) sits at human 84 and agent 42 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2022 in San Francisco, USA; pricing as publicly stated is Subscription GPU time in Basic, Standard, Pro, and Mega monthly plans. Official site https://www.midjourney.com.

Runway (Runway ML) sits at human 81 and agent 64 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2018 in New York, USA; pricing as publicly stated is Free trial credits; Standard, Pro, and Unlimited plans with credit or seat billing. Official site https://runwayml.com.

ElevenLabs (ElevenLabs) sits at human 83 and agent 88 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2022 in London, UK / New York, USA; pricing as publicly stated is Free character cap; Starter through Scale subscriptions; usage-based API. Official site https://elevenlabs.io.

Character.AI (Character.AI) sits at human 72 and agent 35 with API none and MCP none. In the agent-capability-matrix-2026 frame: founded 2021 in Menlo Park, USA; pricing as publicly stated is Free with cAI+ subscription for faster responses and features. Official site https://character.ai.

Cursor (Anysphere) sits at human 90 and agent 84 with API strong and MCP strong. In the agent-capability-matrix-2026 frame: founded 2023 in San Francisco, USA; pricing as publicly stated is Hobby free; Pro and Business subscription with usage-based model calls. Official site https://cursor.com.

GitHub (Microsoft) sits at human 91 and agent 94 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2008 in San Francisco, USA; pricing as publicly stated is Free public repos; Team and Enterprise per-seat plans; Actions minutes extra. Official site https://github.com.

GitHub Copilot (GitHub) sits at human 84 and agent 72 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2021 in San Francisco, USA; pricing as publicly stated is Individual, Business, and Enterprise seat plans; some features bundled into GitHub editions. Official site https://github.com/features/copilot.

Visual Studio Code (Microsoft) sits at human 93 and agent 80 with API strong and MCP basic. In the agent-capability-matrix-2026 frame: founded 2015 in Redmond, USA; pricing as publicly stated is Free and open source (MIT) editor; optional Microsoft account for Settings Sync. Official site https://code.visualstudio.com.

GitLab (GitLab) sits at human 82 and agent 90 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in San Francisco, USA / remote; pricing as publicly stated is Free SaaS tier; Premium and Ultimate; self-managed licenses. Official site https://gitlab.com.

Vercel (Vercel) sits at human 88 and agent 87 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2015 in San Francisco, USA; pricing as publicly stated is Hobby free; Pro per-seat; Enterprise. Usage on builds, bandwidth, and compute. Official site https://vercel.com.

Netlify (Netlify) sits at human 80 and agent 82 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2014 in San Francisco, USA; pricing as publicly stated is Free starter; Pro, Partner, and Enterprise with usage on compute and bandwidth. Official site https://www.netlify.com.

Linear (Linear) sits at human 92 and agent 86 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2019 in San Francisco, USA / remote; pricing as publicly stated is Free for small teams; Standard, Plus, and Enterprise per-seat. Official site https://linear.app.

Jira (Atlassian) sits at human 61 and agent 84 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2002 in Sydney, Australia; pricing as publicly stated is Free small teams; Standard, Premium, Enterprise. Cloud or Data Center. Official site https://www.atlassian.com/software/jira.

Replit (Replit) sits at human 83 and agent 75 with API strong and MCP basic. In the agent-capability-matrix-2026 frame: founded 2016 in Foster City, USA; pricing as publicly stated is Free starter; Core and Teams subscriptions; usage on compute. Official site https://replit.com.

Notion (Notion Labs) sits at human 87 and agent 83 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2016 in San Francisco, USA; pricing as publicly stated is Free; Plus, Business, Enterprise per-seat. AI add-on historically bundled or metered. Official site https://www.notion.so.

Coda (Coda) sits at human 78 and agent 74 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2014 in San Francisco, USA; pricing as publicly stated is Free; Pro, Team, Enterprise. Doc size and automations gated by plan. Official site https://coda.io.

Airtable (Airtable) sits at human 84 and agent 88 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2012 in San Francisco, USA; pricing as publicly stated is Free; Team, Business, Enterprise Cloud. Automation and record limits by plan. Official site https://airtable.com.

Figma (Figma) sits at human 94 and agent 77 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2012 in San Francisco, USA; pricing as publicly stated is Free starter; Professional, Organization, Enterprise. FigJam and Dev Mode in the packaging. Official site https://www.figma.com.

Framer (Framer) sits at human 86 and agent 58 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2013 in Amsterdam, Netherlands; pricing as publicly stated is Free canvas; site hosting on Mini through Business with CMS and localization add-ons. Official site https://www.framer.com.

Webflow (Webflow) sits at human 85 and agent 72 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2013 in San Francisco, USA; pricing as publicly stated is Workspace and site plans; CMS, hosting, and localization billed on the site plan. Official site https://webflow.com.

Canva (Canva) sits at human 89 and agent 63 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2012 in Sydney, Australia; pricing as publicly stated is Free; Pro, Teams, Enterprise. Brand kits and Magic Studio on paid plans. Official site https://www.canva.com.

Adobe Creative Cloud (Adobe) sits at human 83 and agent 60 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2013 in San Jose, USA; pricing as publicly stated is Photography, Single App, and All Apps subscriptions; enterprise licensing. Official site https://www.adobe.com/creativecloud.html.

Adobe Firefly (Adobe) sits at human 79 and agent 70 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2023 in San Jose, USA; pricing as publicly stated is Generative credits included with Creative Cloud plans; extra credits and API usage. Official site https://www.adobe.com/products/firefly.html.

Superhuman (Superhuman) sits at human 88 and agent 40 with API none and MCP none. In the agent-capability-matrix-2026 frame: founded 2014 in San Francisco, USA; pricing as publicly stated is Premium per-seat subscription, historically among the most expensive mail clients. Official site https://superhuman.com.

Slack (Salesforce) sits at human 86 and agent 90 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2013 in San Francisco, USA; pricing as publicly stated is Free; Pro, Business+, Enterprise Grid per-seat. Connectors and AI extras on higher plans. Official site https://slack.com.

Microsoft Teams (Microsoft) sits at human 73 and agent 82 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2017 in Redmond, USA; pricing as publicly stated is Included with many Microsoft 365 plans; additional calling and webinar SKUs. Official site https://www.microsoft.com/microsoft-teams.

Zoom (Zoom) sits at human 84 and agent 80 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in San Jose, USA; pricing as publicly stated is Free basic meetings; Pro, Business, Enterprise with webinar and phone add-ons. Official site https://zoom.us.

Loom (Atlassian) sits at human 87 and agent 55 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2015 in San Francisco, USA; pricing as publicly stated is Free; Business and Enterprise. Atlassian bundling varies by SKU. Official site https://www.loom.com.

Discord (Discord) sits at human 85 and agent 88 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2015 in San Francisco, USA; pricing as publicly stated is Free; Nitro consumer; Server Boosts; Discord for Business experiments. Official site https://discord.com.

Cal.com (Cal.com) sits at human 82 and agent 85 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2021 in San Francisco, USA / remote; pricing as publicly stated is Open-source self-host; Cloud free through Enterprise. Platform/API billed for embed use. Official site https://cal.com.

Calendly (Calendly) sits at human 84 and agent 70 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2013 in Atlanta, USA; pricing as publicly stated is Free basic; Standard, Teams, Enterprise. Official site https://calendly.com.

Grammarly (Grammarly) sits at human 86 and agent 48 with API basic and MCP none. In the agent-capability-matrix-2026 frame: founded 2009 in San Francisco, USA; pricing as publicly stated is Free; Pro; Business and Enterprise. Generative features on paid plans. Official site https://www.grammarly.com.

Stripe (Stripe) sits at human 84 and agent 96 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2010 in South San Francisco, USA / Dublin, Ireland; pricing as publicly stated is Pay-as-you-go processing plus billed products (Billing, Tax, Radar, Connect). Official site https://stripe.com.

Supabase (Supabase) sits at human 86 and agent 93 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2020 in Singapore / remote; pricing as publicly stated is Free; Pro, Team, Enterprise. Compute, storage, and egress metered. Official site https://supabase.com.

Neon (Neon) sits at human 81 and agent 92 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2021 in San Francisco, USA / Berlin, Germany; pricing as publicly stated is Free; Launch, Scale, Business. Compute and storage separated. Official site https://neon.tech.

PlanetScale (PlanetScale) sits at human 78 and agent 90 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2018 in San Francisco, USA; pricing as publicly stated is Hobby through scalable paid plans; Vitess-powered clustering historically, with Postgres offerings evolving. Official site https://planetscale.com.

Cloudflare (Cloudflare) sits at human 80 and agent 93 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2010 in San Francisco, USA; pricing as publicly stated is Free CDN/DNS; Pro, Business, Enterprise; Workers and R2 usage-based. Official site https://www.cloudflare.com.

Amazon Web Services (Amazon) sits at human 64 and agent 91 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2006 in Seattle, USA; pricing as publicly stated is Pay-as-you-go across hundreds of services; Enterprise Discount Programs. Official site https://aws.amazon.com.

Resend (Resend) sits at human 85 and agent 94 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2023 in San Francisco, USA; pricing as publicly stated is Free developer tier; Pro and usage on email volume. Official site https://resend.com.

Auth0 (Okta) sits at human 76 and agent 90 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2013 in Bellevue, USA / San Francisco, USA; pricing as publicly stated is Free; B2C/B2B plans with MAU metering; Enterprise. Official site https://auth0.com.

Clerk (Clerk) sits at human 88 and agent 86 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2019 in United States / remote; pricing as publicly stated is Free; Pro and Enterprise with MAU and feature gates. Official site https://clerk.com.

Railway (Railway) sits at human 84 and agent 82 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2020 in United States / remote; pricing as publicly stated is Usage-based with credits; Hobby and Pro; Team. Official site https://railway.app.

Render (Render) sits at human 83 and agent 80 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2018 in San Francisco, USA; pricing as publicly stated is Free instances with limits; paid services and teams; usage on compute. Official site https://render.com.

Firebase (Google) sits at human 82 and agent 85 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in San Francisco, USA / Mountain View, USA; pricing as publicly stated is Spark free; Blaze pay-as-you-go on Google Cloud. Official site https://firebase.google.com.

OpenAI Platform (OpenAI) sits at human 74 and agent 95 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2020 in San Francisco, USA; pricing as publicly stated is Usage-based tokens, tools, storage, and fine-tuning. Separate from ChatGPT subscriptions. Official site https://platform.openai.com.

Anthropic API (Anthropic) sits at human 72 and agent 94 with API excellent and MCP strong. In the agent-capability-matrix-2026 frame: founded 2021 in San Francisco, USA; pricing as publicly stated is Usage-based tokens; batch discounts; Bedrock and Vertex as alternate bills. Official site https://docs.anthropic.com.

Pinecone (Pinecone) sits at human 70 and agent 90 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2019 in New York, USA; pricing as publicly stated is Serverless and pod-based usage; free starter. Official site https://www.pinecone.io.

Zapier (Zapier) sits at human 88 and agent 75 with API strong and MCP basic. In the agent-capability-matrix-2026 frame: founded 2011 in United States / remote; pricing as publicly stated is Free; Professional, Team, Company with task-based billing. Official site https://zapier.com.

Make (Make) sits at human 83 and agent 74 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2012 in Prague, Czechia; pricing as publicly stated is Free; Core, Pro, Teams, Enterprise with operation-based billing. Official site https://www.make.com.

n8n (n8n) sits at human 80 and agent 88 with API excellent and MCP basic. In the agent-capability-matrix-2026 frame: founded 2019 in Berlin, Germany; pricing as publicly stated is Fair-code self-host; Cloud plans; source-available license (not OSI MIT). Official site https://n8n.io.

HubSpot (HubSpot) sits at human 81 and agent 84 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2006 in Cambridge, USA; pricing as publicly stated is Free CRM; Marketing, Sales, Service, CMS, and Operations Hubs as paid seats/add-ons. Official site https://www.hubspot.com.

Salesforce (Salesforce) sits at human 58 and agent 86 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 1999 in San Francisco, USA; pricing as publicly stated is Edition-based seats (Essentials through Unlimited) plus add-on clouds. Quote-driven. Official site https://www.salesforce.com.

Shopify (Shopify) sits at human 88 and agent 89 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2006 in Ottawa, Canada; pricing as publicly stated is Basic, Shopify, Advanced, Plus. App store and payments extra. Official site https://www.shopify.com.

WooCommerce (Automattic) sits at human 74 and agent 78 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in San Francisco, USA / worldwide; pricing as publicly stated is Free plugin; hosting, extensions, and Woo payments extra. Official site https://woocommerce.com.

PostHog (PostHog) sits at human 84 and agent 90 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2020 in San Francisco, USA / London, UK / remote; pricing as publicly stated is Generous free; usage-based paid; self-host option. Official site https://posthog.com.

Amplitude (Amplitude) sits at human 79 and agent 82 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in San Francisco, USA; pricing as publicly stated is Free starter; Growth, Enterprise. Events and seats. Official site https://amplitude.com.

Mixpanel (Mixpanel) sits at human 78 and agent 81 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2009 in San Francisco, USA; pricing as publicly stated is Free; Growth, Enterprise with MTU-style packaging historically evolving. Official site https://mixpanel.com.

Segment (Twilio) sits at human 74 and agent 88 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in San Francisco, USA; pricing as publicly stated is Twilio Segment plans; MTUs and warehouse destinations drive cost. Official site https://segment.com.

Datadog (Datadog) sits at human 77 and agent 91 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2010 in New York, USA; pricing as publicly stated is Per-host, per-million-events, and SKU-by-SKU. Easy to surprise-bill. Official site https://www.datadoghq.com.

Sentry (Sentry) sits at human 86 and agent 88 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2012 in San Francisco, USA / remote; pricing as publicly stated is Free developer; Team, Business, Enterprise with event volume. Self-host possible. Official site https://sentry.io.

Intercom (Intercom) sits at human 80 and agent 83 with API excellent and MCP none. In the agent-capability-matrix-2026 frame: founded 2011 in Dublin, Ireland / San Francisco, USA; pricing as publicly stated is Seat and add-on based (Fin AI agent, support, marketing). Quote-heavy. Official site https://www.intercom.com.

Asana (Asana) sits at human 80 and agent 78 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2008 in San Francisco, USA; pricing as publicly stated is Personal free; Starter, Advanced, Enterprise per-seat. Official site https://asana.com.

monday.com (monday.com) sits at human 82 and agent 76 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2012 in Tel Aviv, Israel; pricing as publicly stated is Free; Basic, Standard, Pro, Enterprise per-seat with item limits. Official site https://monday.com.

Postman (Postman) sits at human 87 and agent 80 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2014 in San Francisco, USA; pricing as publicly stated is Free; Basic, Professional, Enterprise. API calls and team features gated. Official site https://www.postman.com.

WordPress (WordPress / Automattic ecosystem) sits at human 83 and agent 79 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2003 in Worldwide (open source); pricing as publicly stated is Software is GPL; hosting (WordPress.com, WP Engine, etc.) is paid. Official site https://wordpress.org.

Google Analytics 4 (Google) sits at human 68 and agent 80 with API strong and MCP none. In the agent-capability-matrix-2026 frame: founded 2020 in Mountain View, USA; pricing as publicly stated is Free 360-less GA4; Analytics 360 is enterprise paid. Official site https://analytics.google.com.

Written by Maya Chen. Updated 2026-08-25.