strategy-mcp

Professional-grade product strategy frameworks as MCP tools.

Give any MCP-compatible AI assistant — Claude Code, Cursor, Cline — instant access to 12 structured strategy frameworks. Not templates. Not prompts. Actual tools that accept your inputs, apply the framework, show the reasoning, and return specific next steps.

Why this exists

AI tools are great at generating content. They're inconsistent at applying structured thinking.

strategy-mcp is the product management layer that's been missing from the AI toolkit. Every framework a PM reaches for — RICE scoring, Jobs-to-be-Done, competitive positioning, OKR generation — encoded as a tool your AI can use natively.

Each tool returns:

• Structured analysis with reasoning (not just a score)
• 2-5 actionable next steps (not generic advice)
• Confidence indicator (High / Medium / Low) with rationale
• Pressure-test questions to challenge the analysis

Built by Sohaib Thiab — former CPO, now building AI products in public.

Install in 60 seconds

strategy-mcp is published on PyPI — install it with a single command.

Claude Code

claude mcp add strategy-mcp -- uv run --with strategy-mcp python server.py

Cursor

Add to your Cursor MCP settings (.cursor/mcp.json):

{
  "mcpServers": {
    "strategy-mcp": {
      "command": "uv",
      "args": ["run", "--with", "strategy-mcp", "python", "server.py"]
    }
  }
}

Cline

Add to your Cline MCP settings:

{
  "mcpServers": {
    "strategy-mcp": {
      "command": "uv",
      "args": ["run", "--with", "strategy-mcp", "python", "server.py"]
    }
  }
}

Plain pip

pip install strategy-mcp

Run locally (development)

git clone https://github.com/sohaibt/strategy-mcp.git
cd strategy-mcp
uv run python server.py

The 12 Tools

Prioritization

| Tool | What it does | |------|-------------| | rice_score | Score a feature using Reach, Impact, Confidence, Effort. Returns a calculated score, priority tier, and factor-by-factor analysis. |

Discovery

| Tool | What it does | |------|-------------| | assumption_map | Map assumptions into a 2x2 matrix of confidence vs. impact. Identifies your riskiest bets and what to test first. | | jobs_to_be_done | Analyze a feature through the JTBD lens — job statement, functional/emotional/social dimensions, hiring criteria, switching barriers. |

Positioning

| Tool | What it does | |------|-------------| | competitive_position | Map your product and competitors on a 2-axis chart. Identifies nearest threats, white space, and differentiation opportunities. |

Business Model

| Tool | What it does | |------|-------------| | business_model_review | Assess a business model using the Business Model Canvas. Reviews all 9 components for clarity, gaps, and coherence. | | tam_sam_som | Estimate addressable market tiers with top-down + bottom-up cross-validation. Includes sanity checks and key assumptions. | | pricing_strategy | Analyze pricing against positioning and the competitive landscape. Recommends a model, price range, and flags risks.

... View full README on GitHub