100 app toolkit research map for Composio

Build queue

Category buildability matrix

Agent workflow

Verification funnel

The fetcher only marks rows agent-supported when the evidence page text contains enough matching auth/API or blocker signals. The remaining rows are still covered: 7 are curated-docs reviewed and 8 are explicit follow-up/outreach cases.

Agent-routed review queue

This is the full set of rows the evidence agent routed out of full auto-confirmation. That is useful operationally: they become manual checks, outreach targets, paid-plan checks, or admin-validation tasks.

Verification sample

Initial pass accuracy on this sample was 9/12. After verification corrections for Pumble, Snowflake, and NotebookLM, the reported sample is 12/12 against the checked evidence. This is the key human loop: ambiguous APIs are downgraded, not guessed.

Clean table

Runnable proof

Source repo: github.com/Eshaj20/composio-app-research. Reproduce the agent run with:

python scripts/evidence_agent.py
python scripts/research_agent.py
npm run build

Machine-readable output

Generated from data/apps.tsv by the evidence agent and report generator. The runs write data/evidence_checks.json, data/verification_report.json, and agent_trace.json.

{
  "auth": {
    "OAuth present": 68,
    "Key/token": 26,
    "Unclear/other": 3,
    "Basic": 1,
    "No remote auth": 2
  },
  "access": {
    "Self-serve": 79,
    "Gated": 21
  },
  "verdict": {
    "Buildable": 78,
    "Partially buildable": 18,
    "Not yet": 4
  },
  "category_verdicts": {
    "CRM and Sales": {
      "Buildable": 9,
      "Partially buildable": 1
    },
    "Support and Helpdesk": {
      "Buildable": 8,
      "Partially buildable": 2
    },
    "Communications and Messaging": {
      "Buildable": 9,
      "Not yet": 1
    },
    "Marketing, Ads, Email and Social": {
      "Buildable": 9,
      "Partially buildable": 1
    },
    "Ecommerce": {
      "Buildable": 7,
      "Partially buildable": 2,
      "Not yet": 1
    },
    "Data, SEO and Scraping": {
      "Buildable": 7,
      "Partially buildable": 3
    },
    "Developer, Infra and Data platforms": {
      "Buildable": 10
    },
    "Productivity and Project Management": {
      "Buildable": 10
    },
    "Finance and Fintech": {
      "Buildable": 5,
      "Partially buildable": 5
    },
    "AI, Research and Media-native": {
      "Not yet": 2,
      "Partially buildable": 4,
      "Buildable": 4
    }
  },
  "category_access": {
    "CRM and Sales": {
      "Self-serve": 8,
      "Gated": 2
    },
    "Support and Helpdesk": {
      "Self-serve": 8,
      "Gated": 2
    },
    "Communications and Messaging": {
      "Self-serve": 9,
      "Gated": 1
    },
    "Marketing, Ads, Email and Social": {
      "Self-serve": 9,
      "Gated": 1
    },
    "Ecommerce": {
      "Self-serve": 8,
      "Gated": 2
    },
    "Data, SEO and Scraping": {
      "Self-serve": 8,
      "Gated": 2
    },
    "Developer, Infra and Data platforms": {
      "Self-serve": 10
    },
    "Productivity and Project Management": {
      "Self-serve": 10
    },
    "Finance and Fintech": {
      "Self-serve": 5,
      "Gated": 5
    },
    "AI, Research and Media-native": {
      "Gated": 6,
      "Self-serve": 4
    }
  },
  "top_blockers": [
    [
      "Admin scopes and object model complexity",
      1
    ],
    [
      "Marketplace OAuth review for public distribution",
      1
    ],
    [
      "OAuth app review and per-account permissions",
      1
    ],
    [
      "Schema mapping needed per workspace",
      1
    ],
    [
      "Open-source deployments vary by version",
      1
    ],
    [
      "Legacy OAuth patterns and app-specific permissions",
      1
    ],
    [
      "Regional domains and scope granularity",
      1
    ],
    [
      "Commercial account required beyond trial",
      1
    ],
    [
      "API access depends on paid plan/admin",
      1
    ],
    [
      "Customer credentials and tenant access",
      1
    ],
    [
      "Tenant subdomains and admin scopes",
      1
    ],
    [
      "App review for public apps",
      1
    ]
  ]
}