PluginBench
MCP Server
Stale
MIT

io.github.hoklims/stacksfinder MCP Server

io.github.hoklims/stacksfinder

Deterministic tech stack recommendations, audits, and project estimates for AI agents—no hallucinations.

What is the io.github.hoklims/stacksfinder MCP server?

The StacksFinder MCP server brings deterministic technology stack recommendations, audits, and project estimates to Claude, Cursor, and other MCP-compatible AI tools. It provides 23 tools for analyzing technologies, comparing stacks, auditing technical debt, and estimating project scope—with 8 free tools available without authentication.

StacksFinder helps you make data-driven decisions about technology choices. It scores 80+ technologies across six dimensions (performance, DX, ecosystem, maintainability, cost, compliance), recommends complete stacks for different project types and scales, audits existing tech for security and deprecation issues, estimates project scope and pricing, and recommends relevant MCP servers for your project. Free tier includes daily stack recommendations and technology analysis; Pro tier unlocks unlimited recommendations, audits, and project estimates.

How to install io.github.hoklims/stacksfinder

Copy-paste configuration for popular MCP clients.

transport: stdio
Config generated by PluginBench — verify against the source before use.
Environment / auth
  • STACKSFINDER_API_KEY
    secret

    API key for Pro features (get at stacksfinder.com/pricing). Free tier works without key.

~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "stacksfinder": {
      "command": "npx",
      "args": [
        "-y",
        "@stacksfinder/mcp-server"
      ],
      "env": {
        "STACKSFINDER_API_KEY": "<YOUR_STACKSFINDER_API_KEY>"
      }
    }
  }
}

Tools & capabilities

Tools this server exposes to the agent.

  • list_technologies — List all 80+ tech IDs by category (database, framework, auth, etc.)
  • analyze_tech — Get 6-dimension scores, strengths, weaknesses, and compatible technologies for any tech
  • compare_techs — Side-by-side comparison of 2-4 technologies across all dimensions
  • recommend_stack — Full stack recommendation for any project type and scale (free 1x/day, unlimited with API key)
  • estimate_project — Estimate project scope in hours, complexity, and pricing by region and seniority level
  • get_estimate_quota — Check remaining estimate quota (weekly/monthly limits)
  • create_blueprint — Generate new blueprint with AI narrative and tech recommendations
  • get_blueprint — Fetch existing blueprint by ID
  • create_audit — Run technical debt audit on your stack to identify vulnerabilities and outdated dependencies
  • get_audit — Fetch audit report by ID
  • list_audits — List your audit reports
  • compare_audits — Compare two audits to track technical debt progress over time
  • get_audit_quota — Check remaining audit quota
  • get_migration_recommendation — Analyze audit for migration opportunities with builder constraints
  • generate_mcp_kit — Generate optimal tech stack and MCP server recommendations from project description
  • analyze_repo_mcps — Analyze your repository and recommend relevant MCP servers based on detected technologies
  • prepare_mcp_installation — Detect MCPs needed for your stack and generate .env-mcp template for credentials
  • execute_mcp_installation — Parse .env-mcp and generate IDE install commands for Claude, Cursor, or Windsurf
  • setup_api_key — Authenticate and create API key from MCP
  • list_api_keys — List your API keys

Use cases

  • Choose the right tech stack for a new SaaS, MVP, or enterprise project with confidence scores across performance, cost, and maintainability
  • Audit existing codebases for security vulnerabilities, deprecated dependencies, and technical debt with severity ratings
  • Estimate project scope, timeline, and pricing for development proposals by region and team seniority
  • Compare 2-4 technologies side-by-side to make informed architecture decisions
  • Discover and install relevant MCP servers for your project's tech stack automatically

io.github.hoklims/stacksfinder MCP server FAQ

What is the StacksFinder MCP server?

StacksFinder is an MCP server that provides deterministic technology recommendations, audits, and project estimates. It scores 80+ technologies across six dimensions and helps you make data-driven decisions about tech stacks without AI hallucinations.

Is it free to use?

Yes, 8 tools are free without an account, including one daily stack recommendation, technology analysis, and MCP project kit tools. Pro features (unlimited recommendations, audits, estimates) require an API key from stacksfinder.com/pricing.

How do I install it in Claude or Cursor?

For Claude Desktop, add the server to your config file (~/Library/Application Support/Claude/claude_desktop_config.json on macOS or %APPDATA%\Claude\claude_desktop_config.json on Windows). For Cursor/Windsurf, add to .cursor/mcp.json or .windsurf/mcp.json. Use: {"command": "npx", "args": ["-y", "@stacksfinder/mcp-server"], "env": {"STACKSFINDER_API_KEY": "sk_live_xxx"}}

Do I need an API key?

No API key is required for free tools (technology analysis, daily recommendations, MCP kit). An API key from stacksfinder.com/pricing is needed for Pro features: unlimited recommendations, audits, project estimates, and blueprints.

What technologies does it cover?

StacksFinder covers 80+ technologies across categories: meta-frameworks (Next.js, SvelteKit, Nuxt), databases (PostgreSQL, Supabase, Turso), ORMs (Drizzle, Prisma), auth (Better Auth, Lucia), hosting (Vercel, Netlify), and more. Use list_technologies to see the full catalog.

Can it work with ChatGPT?

Yes, StacksFinder is compatible with ChatGPT Developer Mode (Pro, Plus, Business, Enterprise, Education accounts). Enable Developer Mode in settings, create an app with URL https://smithery.ai/server/hoklims/stacksfinder-mcp/mcp, and select Streaming HTTP protocol.

README (reference)

Source of truth, from the repository.

@stacksfinder/mcp-server

npm version License: MIT 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

ProtocolStatus
Streaming HTTP✅ Supported
SSE❌ Not supported

Available Tools

Free Tools (no account required)

ToolDescription
list_technologiesList all 80+ tech IDs by category
analyze_tech6-dimension scores, strengths, weaknesses, compatible techs
compare_techsSide-by-side comparison of 2-4 technologies
recommend_stackFREE 1x/day — Full stack recommendation for any project type

Estimator Tools (requires API key)

ToolDescription
estimate_projectEstimate scope, pricing, and market analysis for a project
get_estimate_quotaCheck your remaining estimate quota (weekly/monthly)

Pro Tools (requires API key)

ToolDescription
recommend_stackUnlimited recommendations with priorities & constraints
get_blueprintFetch existing blueprint by ID
create_blueprintGenerate new blueprint with AI narrative
setup_api_keyAuthenticate and create API key from MCP
list_api_keysList your API keys
revoke_api_keyRevoke an API key

Audit Tools (requires API key)

ToolDescription
create_auditRun technical debt audit on your stack
get_auditFetch audit report by ID
list_auditsList your audit reports
compare_auditsCompare two audits to track progress
get_audit_quotaCheck your remaining audit quota
get_migration_recommendationAnalyze audit for migration opportunities with builder constraints

Project Kit Tools (no API key required)

ToolDescription
generate_mcp_kitGenerate optimal tech stack + MCP recommendations from project description
analyze_repo_mcpsAnalyze your repository and recommend relevant MCP servers
prepare_mcp_installationDetect MCPs, generate .env-mcp template for credentials
execute_mcp_installationParse .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

VariableRequiredDefaultDescription
STACKSFINDER_API_KEYFor Pro tools-API key from stacksfinder.com
STACKSFINDER_API_URLNohttps://stacksfinder.comAPI base URL
STACKSFINDER_MCP_DEBUGNofalseEnable debug logging

Score Dimensions

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

DimensionDescription
PerformanceRuntime speed, bundle size, optimization potential
DXLearning curve, tooling, documentation quality
EcosystemCommunity size, integrations, job market
MaintainabilityLong-term code health, upgrade path
CostHosting costs, licensing, operational overhead
ComplianceSecurity 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

IssueSolution
"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

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