Tech

Built for developers.
Built for agents.

MCP-first architecture. Every framework dimension queryable. Install in 30 seconds, score any product in under 2 minutes.

Get started View llms.txt
8
MCP tools
30s
Install
<2min
Score any product
Architecture

AI-native from the API out

Every framework, scoring model, and lifecycle task exposed as structured MCP tools. Built on modern, composable infrastructure designed for AI-first workflows.

AI-First
Agent-Accessible
Compliant
Zero Trust
TypeScript
Next.js 14
SQLite
Claude API
MCP Protocol
WorkOS AuthKit
Vercel
MCP Server

8 tools. Every dimension queryable.

Install the MCP server in 30 seconds. Query frameworks, score products, and generate roadmaps from any AI assistant.

{
  "mcpServers": {
    "dacard-ai": {
      "command": "npx",
      "args": ["-y", "@dacard/mcp-server"]
    }
  }
}
{
  "engine": "dacard-pm-scorer",
  "totalScore": 26,
  "tier": "AI-Enhanced",
  "dimensions": {
    "value_proposition": 3,
    "architecture": 2,
    "data_strategy": 3
  },
  "recommendations": [{
    "cluster": "Foundation",
    "insight": "Architecture is limiting AI capability scaling"
  }]
}
ToolDescription
get_framework_overviewFull maturity framework: 5 stages, 10 dimensions, 4 clusters
get_stage_detailsDeep-dive into a specific maturity stage with signals and anti-patterns
get_lifecycle_tasksTasks by AI-native lifecycle stage with priority labels
score_productScore product maturity across 10 dimensions, get cluster analysis
get_dimension_progressionTrack a single dimension across all 5 maturity stages
get_personalized_roadmap90-day transformation plan based on current scores and context
get_action_itemsPrioritized actions for a specific dimension and maturity level
get_transition_planStage-to-stage transition guide with prerequisites and milestones
API & SDKs

Programmatic access to every signal.

REST API, webhooks, and SDKs coming soon. MCP server available now.

REST API

Coming Soon

Full CRUD access to scores, dimensions, recommendations, and team data. JSON responses, paginated endpoints, standard auth.

Webhooks

Coming Soon

Real-time notifications for score changes, new recommendations, and threshold alerts. Configurable per team and dimension.

TypeScript SDK

Coming Soon

Type-safe client for Node.js and browser environments. Auto-generated from the API spec with full IntelliSense support.

Python SDK

Coming Soon

Native Python client for data science and automation workflows. Pandas-friendly response objects, async support.

For developers

Agent-readable by design.

Three files that make Dacard fully accessible to AI assistants. Structured, versioned, and maintained alongside every release.

llms.txt

AI-readable site profile. Platform overview, frameworks, capabilities, and programmatic access in one structured file.

View file →

agent.md

Operational guide for AI agents. Tool usage reference, scoring workflows, response guidelines, and error handling.

View file →

skills.md

7 pre-built agent workflows. Score products, compare competitors, generate roadmaps, audit lifecycles, and more.

View file →
Enterprise ready

Built by someone who's done it before.

20+ years building enterprise-grade B2B SaaS across financial services, retail, technology, media, and government.

Data Isolation

Per-tenant data isolation. Your data never touches another customer's compute or storage.

Audit Trail

Every score, every query, every action logged and traceable. Full audit history for compliance.

SSO & RBAC

Enterprise SSO via WorkOS AuthKit. Role-based access control. Admin dashboards. Team-level permissions.

Start building with Dacard.

Install the MCP server in 30 seconds. Score any product in under 2 minutes.

Score your product View llms.txt