skillsmp-mcp-lite
Integrates with Cisco Skill Scanner for automatic security analysis of skill files via in-memory ZIP upload.
Uses Cloudflare AI to perform semantic search for skills using natural language descriptions.
Fetches skill content from GitHub repositories via REST API, enabling reading of skill files without cloning.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@skillsmp-mcp-lite search for PDF processing skills"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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 |
Authentication | Yes | |
uv (provides | Security scanning | No |
The server will exit if
SKILLSMP_API_KEYis 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 --setupThis 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 --setupSupported values: vscode, cursor, claude-desktop, claude-code, all.
If a client already has a
skillsmpentry, it is skipped — running--setupmultiple 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 |
|
Claude Desktop (macOS) |
|
Claude Desktop (Windows) |
|
{
"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_KEYEnvironment Variables
Variable | Default | Description |
| — | Required. API key from skillsmp.com/docs/api |
| — | Optional. Raises GitHub API rate limit from 60 → 5,000 req/hour |
| — | Optional. URL of an external Skill Scanner API server |
|
| Optional. Port for the auto-managed scanner server |
| — | Optional. Force |
Available Tools
skillsmp_search_skills
Search for skills using keywords.
Parameter | Type | Required | Description |
| string | Yes | Search keywords (max 200 chars) |
| number | No | Page number (default: 1) |
| number | No | Items per page (default: 20, max: 100) |
| string | No |
|
skillsmp_ai_search_skills
Find skills using natural language descriptions.
Parameter | Type | Required | Description |
| 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 |
| string | Yes | GitHub repository ( |
| string | Yes | Skill name (max 100 chars, alphanumeric / hyphens / underscores) |
| boolean | No | Run Cisco Skill Scanner (default: |
Security Scanning
When skillsmp_read_skill is called with enableScan: true (the default), the server:
Fetches skill files from GitHub via REST API
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
Builds an in-memory ZIP archive from accepted files
Uploads the ZIP to the Cisco Skill Scanner API (
/scan-upload) withuse_behavioral=trueAuto-starts a local scanner server via
uvxif 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:8000AGENTS.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 toolsskillsmp_ai_search_skillsAI Search SkillsMP SkillsARead-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 SkillARead-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 SkillsARead-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.
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TDQS
Scored across 3 tools
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.
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.
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.
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
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