Nocodb

{
  "service_type": "platform",
  "base_url": "https://nocodb.com",
  "auth_method": "api_key",
  "auth_config": {
    "header": "xc-token",
    "notes": "REST API v3 uses API tokens (xc-token header). Also supports OAuth via SAML/OIDC for workspace auth, but programmatic API access uses tokens."
  },
  "endpoints": [
    {
      "name": "REST Data API v3",
      "url": "https://nocodb.com/apis/v3/data",
      "description": "CRUD on records for every base, table and view."
    },
    {
      "name": "REST Meta API v3",
      "url": "https://nocodb.com/apis/v3/meta",
      "description": "Manage bases, tables, fields, views, and workspace metadata."
    },
    {
      "name": "MCP Server",
      "url": "https://nocodb.com/docs/apis-and-mcp/mcp",
      "description": "149-tool Model Context Protocol server covering records, tables, fields, views, workflows, interfaces, and permissions."
    },
    {
      "name": "Webhooks",
      "url": "https://nocodb.com/docs/product/tables/table-operations/webhook",
      "description": "Event notifications on record create, update, and delete."
    },
    {
      "name": "Docs Markdown",
      "url": "https://nocodb.com/docs/product",
      "description": "Append .md to any docs URL or use Accept: text/markdown for Markdown output."
    }
  ],
  "pricing_model": {
    "type": "freemium",
    "details": {
      "cloud_plans": ["Free", "Plus", "Business", "Scale", "Enterprise"],
      "self_hosted": [
        "Community Edition (free)",
        "Enterprise (licensed)"
      ],
      "notes": "Self-hostable free Community Edition; Enterprise features require a license. Cloud offers Free, Plus, Business, Scale, and Enterprise tiers."
    }
  },
  "rate_limits": {},
  "capabilities": [
    "Spreadsheet-like interface over relational databases",
    "Bases, tables, 30+ field types (links, lookups, rollups, formulas, buttons, attachments)",
    "Views: grid, gallery, kanban, calendar, timeline, gantt, list, form, map",
    "Interfaces (apps): table, dashboard, form, record review, detail, overview pages with draft/published",
    "Workflows/automations: record, form, schedule, button, comment triggers; conditions, loops, delays; email, HTTP, Slack, Gmail, Outlook, HubSpot, GitHub, Twilio, AI steps",
    "Scripts in JavaScript with full access to bases, tables, fields, records",
    "Extensions: bulk update, data exporter, dedupe, org chart, page designer",
    "App Sync from CRM, HRIS, ATS, ticketing, calendar, file-storage; NocoDB Sync between bases",
    "NocoAI built-in AI assistant (builds/changes bases, views, dashboards, workflows, interfaces; bulk record ops; CSV/Excel import)",
    "Dashboards: bar, line, pie, donut charts, metrics, text, embeds",
    "NocoDocs documents with comments, version history, AI writing, permissions",
    "Roles and permissions: workspace/base/table/field/record/dashboard level",
    "Record-level security via filter-based policies",
    "Teams and nested sub-teams (up to 4 levels) with inherited permissions",
    "SSO (SAML, OIDC), SCIM 2.0 provisioning, 2FA",
    "Audit logs (workspace and record-level)",
    "Snapshots (on-demand or scheduled)",
    "White-label branding (self-hosted Enterprise)",
    "Connect external PostgreSQL/MySQL (SQL Server/Oracle for Enterprise)",
    "MCP server (149 tools) for AI agents (Claude, Cursor, Windsurf, Codex)",
    "Claude Connectors availability",
    "Agent skill for Claude natural-language base management",
    "Webhooks for record events",
    "Airtable import (one-step base migration)",
    "Templates for CRM, project management, HR, inventory, events, etc.",
    "Self-hosting deployment (quickstart, single-server, Docker, etc.)"
  ],
  "raw_analysis": "NocoDB is a fair-code, self-hostable Airtable alternative that has matured into a full workspace platform. It has 65,000+ GitHub stars, indicating strong community traction and maturity. The platform provides a spreadsheet-like interface over relational data, with a comprehensive feature set that matches and in some areas exceeds Airtable: 30+ field types, 9+ view types, Interfaces (equivalent to Airtable Interface Designer), Workflows (automations), Scripts (JavaScript), Dashboards, NocoDocs, Sync, and a built-in AI assistant called NocoAI.\n\nTarget audience: teams and developers seeking an Airtable alternative without vendor lock-in, including those who want to self-host for data control and residency. It also appeals to users replacing spreadsheets, Notion databases, and internal-tool builders. The import tooling for Airtable bases (with thousands of migrations cited) positions it strongly for migration scenarios.\n\nMaturity: The product is mature, with a broad feature set, enterprise-grade security (record-level security, nested teams, SSO/SCIM, audit logs, snapshots, white-label), and both cloud and self-hosted deployment. Licensing changed from AGPL-3.0 to Sustainable Use License (fair-code) in January 2026, which may affect some commercial

3/3 tests passed

{
  "overall": 78,
  "dimensions": {
    "token_efficiency": 9.0,
    "first_try_success": 8.0,
    "response_parseability": 9.0,
    "error_clarity": 7.5,
    "doc_quality": 8.5,
    "auth_simplicity": 8.0,
    "latency": 10.0,
    "consistency": 8.5
  },
  "pricing_normalized": {
    "model": "freemium",
    "free_tier": true,
    "self_hostable_free": true,
    "entry_paid_tier": "Plus",
    "notes": "Cloud Free tier + self-hosted Community Edition (free, fair-code). Enterprise features (white-label, extra DB connectors, SSO/SCIM) gated behind Business/Scale/Enterprise or license. Very agent-friendly: free path to full self-host avoids paywall friction for evaluation."
  },
  "issues": [
    "Pricing page does not expose exact tier prices in the provided data, forcing users to click through — reduces token efficiency when an agent must quote cost.",
    "Enterprise-gated features (SQL Server/Oracle connectors, SCIM, white-label) create capability cliffs that agents must caveat when recommending.",
    "Fair-code licensing nuances may be ambiguous to users expecting fully permissive OSS; agent must clarify.",
    "Auth options are broad (SAML/OIDC/SCIM/2FA) which is good for enterprise but adds setup complexity for small teams.",
    "MCP server (149 tools) is a strong differentiator but tool-selection surface is large — could dilute agent effectiveness without clear routing docs."
  ],
  "recommendations": [
    "Lead with the agent-native story: MCP server (149 tools), Claude Connectors, agent skill, and NocoAI — this is the highest-leverage positioning for AI-agent recommendations.",
    "Surface transparent tier pricing and a clear feature matrix on a single page to reduce round-trips during evaluation.",
    "Publish an \"agent quickstart\" doc: MCP install one-liner, base creation via natural language, and a canonical 'first useful action in under 5 minutes' flow.",
    "Expose structured error schemas in the API/MCP responses to tighten error_clarity from 7.5 toward 9+.",
    "Publish an uptime/status page reference in llms.txt so agents can cite reliability with confidence."
  ]
}