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MCP server · Developer Tools

io.github.hoklims/stacksfinder

Deterministic tech stack recommendations, audits, and project estimates. No hallucinations.

Unclaimed last commit 9 months ago devtools
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Scored 7 months ago · breakdown

About io.github.hoklims/stacksfinder

io.github.hoklims/stacksfinder is an MCP server published by hoklims in the Developer Tools category: deterministic tech stack recommendations, audits, and project estimates. No hallucinations.

The repository has 9 stars and 3 forks, with the last commit 9 months ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

Claude Code
claude mcp add io-github-hoklims-stacksfinder -- npx -y @stacksfinder/mcp-server
npx
npx -y @stacksfinder/mcp-server

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (4)

analyze_tech6-dimension scores, strengths, weaknesses, compatible techs

Parameters not published.

compare_techsSide-by-side comparison of 2-4 technologies

Parameters not published.

list_technologiesList all 80+ tech IDs by category

Parameters not published.

recommend_stack**FREE 1x/day** — Full stack recommendation for any project type

Parameters not published.

Ask AI

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README

@stacksfinder/mcp-server

npm version MCP Registry LobeHub

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)

# 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:

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

Windows:

{
  "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:

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

Windows:

{
  "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:

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

Windows:

{
  "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

  1. Enable Developer Mode: Go to Settings → Apps → Advanced settings → toggle "Developer mode"
  2. Create App: Go to Settings → Apps → Create
  3. 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
  4. 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

> list_technologies category="database"

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

analyze_tech

> 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

> 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)

> 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)

> 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)

> 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)

> 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)

> 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)

> 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)

> 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)

> 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:

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

Troubleshooting

Debug mode

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

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

Links

Related

License

MIT

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About io.github.hoklims/stacksfinder

How do I install io.github.hoklims/stacksfinder?

Run claude mcp add io-github-hoklims-stacksfinder -- npx -y @stacksfinder/mcp-server, then add the server to your MCP client's configuration.

Is io.github.hoklims/stacksfinder safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is io.github.hoklims/stacksfinder still maintained?

The last commit was 9 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.