Server data from the Official MCP Registry
Deterministic tech stack recommendations, audits, and project estimates. No hallucinations.
About
Deterministic tech stack recommendations, audits, and project estimates. No hallucinations.
Security Report
Valid MCP server (1 strong, 1 medium validity signals). 1 code issue detected. 3 known CVEs in dependencies (1 critical, 2 high severity) Package registry verified. Imported from the Official MCP Registry. 1 finding(s) downgraded by scanner intelligence.
4 files analyzed · 5 issues found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Required
This plugin requests these system permissions. Most are normal for its category.
What You'll Need
Set these up before or after installing:
Environment variable: STACKSFINDER_API_KEY
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-hoklims-stacksfinder": {
"env": {
"STACKSFINDER_API_KEY": "your-stacksfinder-api-key-here"
},
"args": [
"-y",
"@stacksfinder/mcp-server"
],
"command": "npx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
@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)
# 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
- 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: truewon'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
- CHANGELOG.md - Version history and release notes
- CONTRIBUTING.md - How to contribute
- SECURITY.md - Security policy and vulnerability reporting
Links
- Website: stacksfinder.com
- Pricing: stacksfinder.com/pricing
- MCP Registry: registry.modelcontextprotocol.io (Official Anthropic)
- Discord: discord.gg/scBHF2EumC
- Glama: glama.ai/mcp/servers/@stacksfinder/mcp-server
- Smithery: smithery.ai/server/hoklims/stacksfinder-mcp
- GitHub: github.com/hoklims/stacksfinder-mcp
- npm: @stacksfinder/mcp-server
Related
- CLI: create-stacksfinder — Scaffold projects from terminal
- Website: stacksfinder.dev — Full web experience
License
MIT
Reviews
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