Public MCP server · Wictor Vargas

Claude (claude.ai / desktop)

URL

https://wictorvargas.com/api/mcp

Claude Code

terminal

claude mcp add --transport http wictor-vargas https://wictorvargas.com/api/mcp

Other MCP clients

mcp.json

{
  "mcpServers": {
    "wictor-vargas": {
      "type": "http",
      "url": "https://wictorvargas.com/api/mcp"
    }
  }
}

Available tools

search_articles
Search Wictor Vargas's articles on AI and systems architecture (RAG, MCP, agents, governance, cost, observability). Returns the most relevant passages with links.
get_article
Get the full text (Markdown) of one article by its slug, as returned by search_articles or list_articles.
list_articles
List all published articles, newest first, with date, summary and link.
get_pattern
Get an AI architecture pattern (problem, solution, when to use, trade-offs). Omit slug to list all patterns.
glossary
Look up AI architecture terms (MCP, RAG, guardrails, eval, trace...). Omit term to get the whole glossary.
estimate_ai_cost
Estimate the monthly API cost of an LLM workload from request volume and token sizes, using reference prices.

Try asking

“According to Wictor Vargas, how do I limit what an agent can do in production?”
“How much would 5,000 tasks a day with 8,000 input tokens cost on Sonnet?”
“Explain the MCP gateway pattern and when to use it.”

The server requires no login and does not log the content of calls.

Talk to my content from your own AI.