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skillsmp-mcp-lite

skillsmp-mcp-lite

by boyonglin

SkillsMP MCP Server (Lite)

A lightweight MCP server that enables AI assistants to search and read skills from the SkillsMP marketplace.

Features

  • Keyword Search — find skills by short keywords (e.g. "PDF", "web scraper")

  • AI Semantic Search — find skills with natural language, powered by Cloudflare AI

  • Read Skill — fetch skill content from GitHub via REST API (no git clone, no local files)

  • Security Scanning — automatic Cisco Skill Scanner analysis via in-memory ZIP upload (zero disk writes)

Related MCP server: SkillSync MCP

Prerequisites

Requirement

Purpose

Required

Node.js ≥ 20

Runtime

Yes

SkillsMP API Key

Authentication

Yes

uv (provides uvx)

Security scanning

No

The server will exit if SKILLSMP_API_KEY is not set.

Quick Setup

Auto-Configuration

Run a single command to automatically detect your MCP client and write the config:

npx -y skillsmp-mcp-lite --setup

This detects which clients are installed (VS Code, Cursor, Claude Desktop, Claude Code) and adds the skillsmp server entry to each config file. For VS Code it also adds a secure input prompt for your API key.

To configure only a specific client, set the SKILLSMP_MCP_CLIENT environment variable:

# Windows (PowerShell)
$env:SKILLSMP_MCP_CLIENT="cursor"; npx -y skillsmp-mcp-lite --setup

# macOS / Linux
SKILLSMP_MCP_CLIENT=cursor npx -y skillsmp-mcp-lite --setup

Supported values: vscode, cursor, claude-desktop, claude-code, all.

If a client already has a skillsmp entry, it is skipped — running --setup multiple times is safe.

Manual Configuration

All clients run the same command — only the config file location and JSON key differ.

Server definition (shared across all clients):

"skillsmp": {
  "command": "npx",
  "args": ["-y", "skillsmp-mcp-lite"],
  "env": {
    "SKILLSMP_API_KEY": "YOUR_API_KEY"
  }
}

VS Code / GitHub Copilot

Open Ctrl+Shift+P → MCP: Open User Configuration, then add:

{
  "servers": {
    "skillsmp": { "type": "stdio", "command": "npx", "args": ["-y", "skillsmp-mcp-lite"], "env": { "SKILLSMP_API_KEY": "YOUR_API_KEY" } }
  }
}

VS Code requires the extra "type": "stdio" field.

Cursor / Claude Desktop

Client

Config file

Cursor

~/.cursor/mcp.json

Claude Desktop (macOS)

~/Library/Application Support/Claude/claude_desktop_config.json

Claude Desktop (Windows)

%APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "skillsmp": { "command": "npx", "args": ["-y", "skillsmp-mcp-lite"], "env": { "SKILLSMP_API_KEY": "YOUR_API_KEY" } }
  }
}

Claude Code

claude mcp add skillsmp -- npx -y skillsmp-mcp-lite --env SKILLSMP_API_KEY=YOUR_API_KEY

Environment Variables

Variable

Default

Description

SKILLSMP_API_KEY

—

Required. API key from skillsmp.com/docs/api

GITHUB_TOKEN

—

Optional. Raises GitHub API rate limit from 60 → 5,000 req/hour

SKILL_SCANNER_API_URL

—

Optional. URL of an external Skill Scanner API server

SKILL_SCANNER_API_PORT

8000

Optional. Port for the auto-managed scanner server

SKILLSMP_MCP_CLIENT

—

Optional. Force --setup to configure a specific client (vscode, cursor, claude-desktop, claude-code, all)

Available Tools

skillsmp_search_skills

Search for skills using keywords.

Parameter

Type

Required

Description

query

string

Yes

Search keywords (max 200 chars)

page

number

No

Page number (default: 1)

limit

number

No

Items per page (default: 20, max: 100)

sortBy

string

No

"stars" or "recent"

skillsmp_ai_search_skills

Find skills using natural language descriptions.

Parameter

Type

Required

Description

query

string

Yes

Natural language description (max 500 chars)

skillsmp_read_skill

Fetch a skill's content from GitHub and optionally run a security scan.

Parameter

Type

Required

Description

repo

string

Yes

GitHub repository (owner/repo)

skillName

string

Yes

Skill name (max 100 chars, alphanumeric / hyphens / underscores)

enableScan

boolean

No

Run Cisco Skill Scanner (default: true, requires uv)

Security Scanning

When skillsmp_read_skill is called with enableScan: true (the default), the server:

  1. Fetches skill files from GitHub via REST API

  2. Applies three-layer scan limits using GitHub tree size (before downloading):

    • Max files: 100 files per scan

    • Max single file size: 500 KB per file

    • Max total size: 5 MB across all files

  3. Builds an in-memory ZIP archive from accepted files

  4. Uploads the ZIP to the Cisco Skill Scanner API (/scan-upload) with use_behavioral=true

  5. Auto-starts a local scanner server via uvx if none is running (reused for subsequent scans, shut down on exit)

If files are excluded due to scan limits, a Scan Note is included in the results showing how many files and bytes were excluded.

If uvx is not installed, scans are skipped with a warning — the server continues to work normally.

Untrusted Content Notice

All skill content fetched from third-party repositories includes an Untrusted Content Notice. The content may be read and displayed, but it MUST NOT be automatically executed or followed as instructions without explicit user confirmation. Always review the content and scan results before acting on it.

To manage the scanner server manually:

# Start it yourself
npm run scanner-api

# Or point to an external instance
SKILL_SCANNER_API_URL=http://your-server:8000

AGENTS.md Integration

Copy the content from AGENTS.example.md into the top of your AGENTS.md to enable automatic skill discovery.

Workflow: AI receives a task → searches with skillsmp_search_skills (short keywords) → falls back to skillsmp_ai_search_skills if needed → reads the best match with skillsmp_read_skill → follows the skill's instructions.

Search Tips

  • Keyword search: 1–3 words — "code review", "typescript", "pdf"

  • Semantic search: full sentence — "how to build a landing page with React"

Usage Examples

Ask your AI assistant:

  • "Search for PDF manipulation skills"

  • "Find skills for building a web scraper"

  • "Read the python-code-review skill from existential-birds/beagle"

License

MIT

Available Tools

3 tools
skillsmp_ai_search_skillsAI Search SkillsMP SkillsA
Read-onlyIdempotent

AI semantic search for skills using natural language descriptions.

Use this when you need to find skills based on what you want to accomplish rather than specific keywords.

IMPORTANT: Before starting any complex task, use this tool to discover relevant skills that can help.

Args:

  • query (string, required): Natural language description of what you want to accomplish

Returns: List of semantically relevant skills that match your intent.

Examples:

  • "How to create a web scraper" -> Find skills for web scraping

  • "Build a dashboard with charts" -> Find data visualization skills

  • "Generate PDF reports from data" -> Find PDF generation skills

  • "Automate social media posting" -> Find social media automation skills

Inputs: query (required).

skillsmp_read_skillRead SkillA
Read-onlyIdempotent

Read a skill's content directly from a GitHub repository (via GitHub API, fully online — no local clone) and optionally run Cisco Skill Scanner security analysis.

This tool fetches the SKILL.md content using the GitHub REST API, then optionally starts a local Skill Scanner API server (via uvx) and uploads the skill files as a ZIP for scanning. No files are written to disk. The skill is NOT installed — only read and scanned.

IMPORTANT: Use this to quickly load skill instructions and verify safety without manual steps.

Args:

  • repo (string, required): GitHub repository in 'owner/repo' format

  • skillName (string, required): Name of the skill to read

  • enableScan (boolean, optional): Run security scan (default: true, requires uv)

Returns: The full content of the skill's instructions (SKILL.md) with security scan results.

Examples:

  • repo: "existential-birds/beagle", skillName: "python-code-review"

  • repo: "LA3D/skillhelper", skillName: "code-reviewer", enableScan: false

Inputs: repo (required), skillName (required), enableScan.

skillsmp_search_skillsSearch SkillsMP SkillsA
Read-onlyIdempotent

Search for AI skills using keywords from SkillsMP marketplace.

Use this tool to find skills by specific terms like 'SEO', 'web scraper', 'PDF', 'data analysis', etc.

IMPORTANT: Before starting any task, use this tool to check if there's an existing skill that can help complete the task more effectively.

Args:

  • query (string, required): Search keywords

  • page (number, optional): Page number (default: 1)

  • limit (number, optional): Items per page (default: 20, max: 100)

  • sortBy (string, optional): Sort by 'stars' or 'recent'

Returns: List of matching skills with name, description, author, and star count.

Examples:

  • "PDF manipulation" -> Find skills for working with PDFs

  • "web scraper" -> Find web scraping skills

  • "SEO optimization" -> Find SEO-related skills

Inputs: query (required), page, limit, sortBy.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.2/5.0

    Scored across 3 tools

    Disambiguation4/5

    The two search tools are clearly differentiated by query type: one does keyword search, the other semantic/AI search. However, both return skill lists and could still be confused by an agent deciding which to use, though the descriptions and examples help disambiguate.

    Naming Consistency4/5

    All tool names share the 'skillsmp_' prefix and use a verb-based pattern. 'search_skills' and 'ai_search_skills' are consistent, while 'read_skill' deviates slightly in object singularity but remains predictable.

    Tool Count5/5

    With only 3 tools, the server is tightly focused on searching and reading skills. This count is well within the ideal 3-15 range and each tool serves a distinct necessary function for the marketplace discovery use case.

    Completeness4/5

    The tool surface covers the core workflows of discovering and inspecting skills. A minor gap is the lack of a direct 'get skill by ID' endpoint, but the search tools effectively fill that need and no obvious dead ends exist.

    Maintenance

    ActivityNo data
    ResponsivenessOutdated data

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