@stacksfinder/mcp-server (io.github.hoklims/stacksfinder)

This MCP server provides deterministic technology stack recommendations, including audits and project estimates. Its description emphasizes “no hallucinations,” indicating repeatable, claim-restricted outputs focused on stack selection and evaluation.

🛠️ Key Features

Deterministic tech stack recommendations
Audits
Project estimates
“No hallucinations” (per description)

🚀 Use Cases

Recommending technology stacks for projects
Performing stack audits
Estimating project work based on the recommended stack

⚡ Developer Benefits

Repeatable results via deterministic recommendations
Reduces risk of unsupported outputs (“no hallucinations”)

⚠️ Limitations

Public excerpt only states recommendation, audits, and estimates; specific tooling, inputs/outputs, and API surface are not provided.

@stacksfinder/mcp-server

MCP (Model Context Protocol) server that brings deterministic tech stack recommendations to LLM clients like Claude, Cursor, Windsurf, and other MCP-compatible tools.

Try it free — 8 tools work without an account, including a daily demo recommendation and MCP project kit.

Quick Start

Claude Code (CLI)

bash

# macOS/Linux
claude mcp add stacksfinder npx -y @stacksfinder/mcp-server

# Windows (requires cmd wrapper)
claude mcp add-json stacksfinder '{
  "command": "cmd",
  "args": ["/c", "npx", "-y", "@stacksfinder/mcp-server"],
  "env": {"STACKSFINDER_API_KEY": "sk_live_xxx"}
}'

# With API key (macOS/Linux)
claude mcp add-json stacksfinder '{
  "command": "npx",
  "args": ["-y", "@stacksfinder/mcp-server"],
  "env": {"STACKSFINDER_API_KEY": "sk_live_xxx"}
}'

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

macOS/Linux:

json

{
  "mcpServers": {
    "stacksfinder": {
      "command": "npx",
      "args": ["-y", "@stacksfinder/mcp-server"],
      "env": {
        "STACKSFINDER_API_KEY": "sk_live_xxx"
      }
    }
  }
}

Windows:

json

{
  "mcpServers": {
    "stacksfinder": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@stacksfinder/mcp-server"],
      "env": {
        "STACKSFINDER_API_KEY": "sk_live_xxx"
      }
    }
  }
}

Cursor / Windsurf

Add to .cursor/mcp.json or .windsurf/mcp.json in your project root:

macOS/Linux:

json

{
  "mcpServers": {
    "stacksfinder": {
      "command": "npx",
      "args": ["-y", "@stacksfinder/mcp-server"],
      "env": {
        "STACKSFINDER_API_KEY": "sk_live_xxx"
      }
    }
  }
}

Windows:

json

{
  "mcpServers": {
    "stacksfinder": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@stacksfinder/mcp-server"],
      "env": {
        "STACKSFINDER_API_KEY": "sk_live_xxx"
      }
    }
  }
}

VS Code + Copilot

Add to .vscode/mcp.json:

macOS/Linux:

json

{
  "servers": {
    "stacksfinder": {
      "command": "npx",
      "args": ["-y", "@stacksfinder/mcp-server"],
      "env": {
        "STACKSFINDER_API_KEY": "sk_live_xxx"
      }
    }
  }
}

Windows:

json

{
  "servers": {
    "stacksfinder": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@stacksfinder/mcp-server"],
      "env": {
        "STACKSFINDER_API_KEY": "sk_live_xxx"
      }
    }
  }
}

ChatGPT Developer Mode

StacksFinder is compatible with ChatGPT Developer Mode (available on Pro, Plus, Business, Enterprise, and Education accounts).

Prerequisites

ChatGPT Pro, Plus, Business, Enterprise, or Education account
Developer Mode enabled in ChatGPT settings
Note: Business/Enterprise workspaces may require admin approval

Setup Steps

Enable Developer Mode: Go to Settings → Apps → Advanced settings → toggle "Developer mode"
Create App: Go to Settings → Apps → Create
Enter details:
- Name: StacksFinder
- URL: https://smithery.ai/server/hoklims/stacksfinder-mcp/mcp (or your self-hosted URL)
- Protocol: Streaming HTTP
- Description: Deterministic tech stack recommendations
Verify: Click Create and confirm the 23 tools appear

Important Notes

Developer Mode does NOT require search/fetch tools (those are only for Deep Research)
Tools with readOnlyHint: true won't ask for confirmation in ChatGPT
Rate limited to 60 requests/minute per IP
Uses Streaming HTTP transport (not SSE)

Supported Protocols

Protocol	Status
Streaming HTTP	✅ Supported
SSE	❌ Not supported

Available Tools

Free Tools (no account required)

Tool	Description
`list_technologies`	List all 80+ tech IDs by category
`analyze_tech`	6-dimension scores, strengths, weaknesses, compatible techs
`compare_techs`	Side-by-side comparison of 2-4 technologies
`recommend_stack`	FREE 1x/day — Full stack recommendation for any project type

Estimator Tools (requires API key)

Tool	Description
`estimate_project`	Estimate scope, pricing, and market analysis for a project
`get_estimate_quota`	Check your remaining estimate quota (weekly/monthly)

Pro Tools (requires API key)

Tool	Description
`recommend_stack`	Unlimited recommendations with priorities & constraints
`get_blueprint`	Fetch existing blueprint by ID
`create_blueprint`	Generate new blueprint with AI narrative
`setup_api_key`	Authenticate and create API key from MCP
`list_api_keys`	List your API keys
`revoke_api_key`	Revoke an API key

Audit Tools (requires API key)

Tool	Description
`create_audit`	Run technical debt audit on your stack
`get_audit`	Fetch audit report by ID
`list_audits`	List your audit reports
`compare_audits`	Compare two audits to track progress
`get_audit_quota`	Check your remaining audit quota
`get_migration_recommendation`	Analyze audit for migration opportunities with builder constraints

Project Kit Tools (no API key required)

Tool	Description
`generate_mcp_kit`	Generate optimal tech stack + MCP recommendations from project description
`analyze_repo_mcps`	Analyze your repository and recommend relevant MCP servers
`prepare_mcp_installation`	Detect MCPs, generate `.env-mcp` template for credentials
`execute_mcp_installation`	Parse `.env-mcp` and generate IDE install commands

Get your API key at stacksfinder.com/pricing

Tool Examples

list_technologies

code

> list_technologies category="database"

Available databases:
- postgres (PostgreSQL)
- sqlite (SQLite)
- supabase (Supabase)
- planetscale (PlanetScale)
- turso (Turso)
- neon (Neon)

analyze_tech

code

> analyze_tech technology="sveltekit" context="mvp"

## SvelteKit Analysis (MVP Context)

| Dimension | Score | Grade |
|-----------|-------|-------|
| Performance | 92 | A |
| DX | 88 | A |
| Ecosystem | 72 | B |
| Maintainability | 85 | A |
| Cost | 90 | A |
| Compliance | 75 | B |

**Overall: 84/100 (A)**

Strengths:
- Compiler-first architecture, tiny bundles
- Excellent TypeScript support
- Built-in SSR, SSG, and edge rendering

Weaknesses:
- Smaller ecosystem than React
- Fewer enterprise case studies

compare_techs

code

> compare_techs technologies=["nextjs", "sveltekit", "nuxt"]

## Comparison: Next.js vs SvelteKit vs Nuxt

| Tech | Score | Grade |
|------|-------|-------|
| Next.js | 82 | A |
| SvelteKit | 84 | A |
| Nuxt | 79 | B |

Per-dimension winners:
- Performance: SvelteKit (+10)
- DX: SvelteKit (+3)
- Ecosystem: Next.js (+15)

recommend_stack (Free Demo)

code

> recommend_stack projectType="saas" scale="mvp"

## Recommended Stack for SaaS (MVP)

| Category | Technology | Score | Grade |
|----------|------------|-------|-------|
| meta-framework | SvelteKit | 84 | A |
| database | Supabase | 82 | A |
| orm | Drizzle | 86 | A |
| auth | Better Auth | 80 | A |
| hosting | Vercel | 85 | A |
| payments | Paddle | 86 | A |

**Confidence**: medium (demo mode)

---
Want more? Upgrade to Pro for custom priorities, constraints, and AI narratives.

create_audit (Pro)

code

> create_audit name="Q1 2026 Review" technologies=[{name:"react",version:"18.2.0"},{name:"lodash",version:"4.17.20"},{name:"express",version:"4.17.0"}]

## Audit Report: Q1 2026 Review

**Health Score: 72/100** (warning)

| Severity | Count |
|----------|-------|
| [CRITICAL] | 2 |
| [HIGH] | 1 |
| [MEDIUM] | 3 |
| [LOW] | 2 |
| [INFO] | 5 |

### Critical Findings

**[CRITICAL] Security vulnerability in lodash** (lodash 4.17.20)
CVE-2021-23337 - Prototype pollution vulnerability
> Upgrade to lodash 4.17.21 or later

**[CRITICAL] Outdated Express version** (express 4.17.0)
Express 4.17.0 is missing security patches
> Upgrade to express 4.21+ for security fixes

compare_audits (Pro)

code

> compare_audits baseAuditId="uuid-jan" compareAuditId="uuid-mar"

## Audit Comparison

**Trend: Improving** (+16 health score)

| Metric | January | March |
|--------|---------|-------|
| Health Score | 62 | 78 |
| Critical | 4 | 1 |
| High | 6 | 3 |

### Resolved Issues (6)
- [x] Critical: lodash vulnerability
- [x] High: moment.js deprecation
- [x] High: outdated Node version

estimate_project (Pro)

code

> estimate_project specs="Build a SaaS project management tool with: user authentication, team workspaces, task boards with drag-and-drop, real-time collaboration, file attachments, Stripe billing integration, and email notifications. Target: small to medium teams." region="france" seniorityLevel="mid"

## Project Estimate

**ID**: `est_abc123`
**Confidence**: 85%
**Pricing Table Version**: 2026-01

### Scope Analysis

**Total Hours**: 280 - 420h
**Complexity**: high
**Buffer**: 10% (28-42h)

#### Feature Breakdown

| Feature | Hours | Complexity |
|---------|-------|------------|
| User Authentication | 16-24h | simple |
| Team Workspaces | 32-48h | medium |
| Task Boards | 48-72h | complex |
| Real-time Collaboration | 40-60h | complex |
| File Attachments | 24-36h | medium |
| Stripe Integration | 32-48h | medium |
| Email Notifications | 16-24h | simple |

### Pricing (EUR)

| Seniority | Min | Max |
|-----------|-----|-----|
| junior | 12 000 € | 21 000 € |
| mid | 18 000 € | 33 000 € |
| senior | 28 000 € | 50 400 € |
| expert | 40 000 € | 75 600 € |

**Adjustments Applied** (×1.15):
- Payment Integration: +5%
- Real-time Features: +10%

generate_mcp_kit (Free)

code

> generate_mcp_kit projectDescription="I'm building a SaaS for project management with Supabase and Stripe"

## Recommended Tech Stack

| Category | Technology | Score |
|----------|------------|-------|
| meta-framework | SvelteKit | 84 |
| database | Supabase | 82 |
| auth | Supabase Auth | 80 |
| payments | Stripe | 96 |

## Recommended MCPs

| MCP | Priority | Why |
|-----|----------|-----|
| supabase-mcp | High | Direct database access |
| stripe-mcp | High | Payment management |
| context7 | Medium | Documentation lookup |

## Install Configs

Claude Code:
claude mcp add supabase-mcp npx -y @supabase/mcp-server

analyze_repo_mcps (Free)

code

> analyze_repo_mcps

## Detected Technologies
- **Frontend**: SvelteKit (2.x)
- **Database**: PostgreSQL (via Drizzle)
- **Auth**: Lucia
- **Payments**: Paddle

## Recommended MCPs

### High Priority
**Neon MCP** (`@neondatabase/mcp-server`)
- Direct database access and query execution
- _Matched: drizzle, postgresql_

### Medium Priority
**Context7** (`context7`)
- Up-to-date documentation for any library
- _Matched: universal_

prepare_mcp_installation (Free)

code

> prepare_mcp_installation

✅ Created .env-mcp with 3 MCPs requiring configuration.

## MCPs to Install

### 🔴 High Priority
- **Neon MCP** (1 required vars)
- **Paddle MCP** (2 required vars)

### 🟢 Low Priority
- **Context7** (0 required vars)

Edit .env-mcp to add your credentials, then run execute_mcp_installation.

execute_mcp_installation (Free)

code

> execute_mcp_installation targetClient="claude-code"

✅ 2 MCPs ready, 1 pending credentials.

## Claude Code Installation

Run this command to install all ready MCPs:

claude mcp add neon-mcp npx -y @neondatabase/mcp-server && \
claude mcp add context7 npx -y context7

## Post-Installation
- Restart Claude Code to load new MCPs
- Run `claude mcp list` to verify installation

Environment Variables

Variable	Required	Default	Description
`STACKSFINDER_API_KEY`	For Pro tools	-	API key from stacksfinder.com
`STACKSFINDER_API_URL`	No	`https://stacksfinder.com`	API base URL
`STACKSFINDER_MCP_DEBUG`	No	`false`	Enable debug logging

Score Dimensions

All technology scores are measured across 6 dimensions (0-100):

Dimension	Description
Performance	Runtime speed, bundle size, optimization potential
DX	Learning curve, tooling, documentation quality
Ecosystem	Community size, integrations, job market
Maintainability	Long-term code health, upgrade path
Cost	Hosting costs, licensing, operational overhead
Compliance	Security features, audit readiness

Contexts

Scores vary by project context:

default: General-purpose scores
mvp: Optimized for speed-to-market, lower cost
enterprise: Emphasizes compliance, maintainability, support

Error Handling

Structured errors with suggestions:

code

**Error (TECH_NOT_FOUND)**: Technology "nexjs" not found.
**Suggestions**: nextjs, nuxt, nestjs

Troubleshooting

Debug mode

bash

STACKSFINDER_MCP_DEBUG=true npx @stacksfinder/mcp-server

Common issues

Issue	Solution
"API key required"	Get key at stacksfinder.com/pricing
"Daily limit reached"	Wait 24h or upgrade to Pro
"Technology not found"	Use `list_technologies` to see valid IDs

Development

bash

cd packages/mcp-server
bun install
bun run build
bun run dev      # Watch mode
bun test         # Run tests

Contributing

Contributions are welcome! Please read our Contributing Guide before submitting a Pull Request.

For security vulnerabilities, please see our Security Policy.

Documentation

CHANGELOG.md - Version history and release notes
CONTRIBUTING.md - How to contribute
SECURITY.md - Security policy and vulnerability reporting

License

MIT