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Skill

converting-mcps-to-skills

connect MCP servers to create skills

Published by Letta Updated Jul 13
Covers Automation MCP Agents

Description

Connect to MCP (Model Context Protocol) servers and create skills for repeated use. Load when a user wants to use an MCP server, connect to external tools via MCP, or when they mention MCP, model context protocol, or specific MCP servers.

SKILL.md

Converting MCP Servers to Skills

Letta Code is not itself an MCP client, but as a general computer-use agent, you can easily connect to any MCP server using the scripts in this skill.

What is MCP?

MCP (Model Context Protocol) is a standard for exposing tools to AI agents. MCP servers provide tools via JSON-RPC, either over:

  • HTTP - Server running at a URL (e.g., http://localhost:3001/mcp)
  • stdio - Server runs as a subprocess, communicating via stdin/stdout

Quick Start: Connecting to an MCP Server

Step 1: Determine the transport type

Ask the user:

  • Is it an HTTP server (has a URL)?
  • Is it a stdio server (runs via command like npx, node, python)?

Step 2: Test the connection

For HTTP servers:

npx tsx <SKILL_DIR>/scripts/mcp-http.ts <url> list-tools

# With auth header
npx tsx <SKILL_DIR>/scripts/mcp-http.ts <url> --header "Authorization: Bearer KEY" list-tools

Where <SKILL_DIR> is the Skill Directory shown when the skill was loaded (visible in the injection header).

For stdio servers:

npx tsx <SKILL_DIR>/scripts/mcp-stdio.ts "<command>" list-tools

# Examples
npx tsx <SKILL_DIR>/scripts/mcp-stdio.ts "npx -y @modelcontextprotocol/server-filesystem ." list-tools
npx tsx <SKILL_DIR>/scripts/mcp-stdio.ts "python server.py" list-tools

Step 3: Explore available tools

# List all tools
... list-tools

# Get schema for a specific tool
... info <tool-name>

# Test calling a tool
... call <tool-name> '{"arg": "value"}'

Creating a Dedicated Skill

When an MCP server will be used repeatedly, create a dedicated skill for it. This makes future use easier and documents the server's capabilities.

Decision: Simple vs Rich Skill

Simple skill (just SKILL.md):

  • Good for straightforward servers
  • Documents how to use the parent skill's scripts with this specific server
  • No additional scripts needed

Rich skill (SKILL.md + scripts/):

  • Good for frequently-used servers
  • Includes convenience wrapper scripts with defaults baked in
  • Provides a simpler interface than the generic scripts

See references/skill-templates.md for templates.

Built-in Scripts Reference

mcp-http.ts - HTTP Transport

Connects to MCP servers over HTTP. No dependencies required.

npx tsx mcp-http.ts <url> [options] <command> [args]

Commands:
  list-tools              List available tools
  list-resources          List available resources
  info <tool>             Show tool schema
  call <tool> '<json>'    Call a tool
  login                   Run OAuth flow and cache tokens for this server
  logout                  Clear cached OAuth tokens for this server

Options:
  --header "K: V"         Add HTTP header (repeatable). Disables auto-OAuth.
  --auth <mode>           "auto" (default), "oauth", or "none"
  --timeout <ms>          Request timeout (default: 30000)

Examples:

# Basic usage
npx tsx mcp-http.ts http://localhost:3001/mcp list-tools

# With static bearer authentication
npx tsx mcp-http.ts http://localhost:3001/mcp --header "Authorization: Bearer KEY" list-tools

# OAuth-protected server (opens a browser to sign in, then caches tokens)
npx tsx mcp-http.ts https://example.com/mcp login
npx tsx mcp-http.ts https://example.com/mcp list-tools

# Call a tool
npx tsx mcp-http.ts http://localhost:3001/mcp call vault '{"action":"search","query":"notes"}'

OAuth support: When a server returns 401 WWW-Authenticate: Bearer ... and no static Authorization header was supplied, mcp-http.ts will automatically:

  1. Discover the authorization server via resource_metadata, the realm= param, or the server's own origin (.well-known/oauth-authorization-server then .well-known/openid-configuration).
  2. Dynamically register a public client with PKCE (token_endpoint_auth_method: none).
  3. Open the system browser to the authorization endpoint, catch the redirect on a 127.0.0.1 loopback port, and exchange the code for tokens.
  4. Cache the token set (and the registered client) at ~/.letta/mcp-oauth/<host>_<path>.json with 0600 perms.
  5. Auto-refresh expired access tokens using the stored refresh token before each request; if refresh fails, it re-runs the browser flow once.

Use login to run the flow explicitly (e.g. as a first step in a skill's setup) and logout to clear cached tokens. Passing an explicit --header "Authorization: ..." disables auto-OAuth so you stay in control. Pass --auth none to force static-only behavior.

mcp-stdio.ts - stdio Transport

Connects to MCP servers that run as subprocesses. No dependencies required.

npx tsx mcp-stdio.ts "<command>" [options] <action> [args]

Actions:
  list-tools              List available tools
  list-resources          List available resources
  info <tool>             Show tool schema
  call <tool> '<json>'    Call a tool

Options:
  --env "KEY=VALUE"       Set environment variable (repeatable)
  --cwd <path>            Set working directory
  --timeout <ms>          Request timeout (default: 30000)

Examples:

# Filesystem server
npx tsx mcp-stdio.ts "npx -y @modelcontextprotocol/server-filesystem ." list-tools

# With environment variable
npx tsx mcp-stdio.ts "node server.js" --env "API_KEY=xxx" list-tools

# Call a tool
npx tsx mcp-stdio.ts "python server.py" call read_file '{"path":"./README.md"}'

Common MCP Servers

Here are some well-known MCP servers:

ServerTransportCommand/URL
Filesystemstdionpx -y @modelcontextprotocol/server-filesystem <path>
GitHubstdionpx -y @modelcontextprotocol/server-github
Brave Searchstdionpx -y @modelcontextprotocol/server-brave-search
obsidian-mcp-pluginHTTPhttp://localhost:3001/mcp

Troubleshooting

"Cannot connect" error:

  • For HTTP: Check the URL is correct and server is running
  • For stdio: Check the command works when run directly in terminal

"Authentication required" error:

  • Add --header "Authorization: Bearer YOUR_KEY" for HTTP servers using static bearers
  • Or --env "API_KEY=xxx" for stdio servers that need env vars
  • For OAuth-protected HTTP servers, just run any command (or login) — the helper will do PKCE + dynamic client registration and cache tokens under ~/.letta/mcp-oauth/. Delete that file (or run logout) to force a re-login.

OAuth issues:

  • "Could not discover OAuth server metadata": the server didn't include resource_metadata and its origin doesn't serve .well-known/oauth-authorization-server or .well-known/openid-configuration. Fall back to a static bearer, or point the helper at the auth server manually via a custom skill.
  • "Dynamic client registration failed": the auth server disables open DCR. You'll need to pre-register a client and pass its client_id (and any required credentials) via headers, or wrap this skill with a server-specific one.
  • "state mismatch" / callback timeout: another process may be holding the browser callback; re-run and complete the sign-in in the newly opened tab.

Tool call fails:

  • Use info <tool> to see the expected input schema
  • Ensure JSON arguments match the schema

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