MCP guides

5 how-to guides from our own tests, plus 5 local-model setup guides.

How-to guides

How to host an MCP server

stdio vs remote Streamable HTTP, auth, cold starts and long connections, plus Netlify, Cloudflare Workers, Railway, DigitalOcean and Fly.io prices checked Oct 24, 2026.

Updated 2026‑10‑24

How much context do your MCP servers cost?

Add up the model‑visible tool‑definition tokens for the MCP servers you plan to enable. 107 measured (tools_list_tokens_model in scored.json, tiktoken cl100k_base); 80 not measured.

Updated 2026‑10‑31

How to secure AI API keys

Sourced 11‑step API key rotation checklist and our Oct 22, 2026 tests of gitleaks, trufflehog, detect‑secrets and secret managers with fake keys. Items we have not tested are labelled.

Updated 2026‑10‑22

Local-model guides

Setup guides for running MCP servers with local models (Ollama, LM Studio, llama.cpp, Open WebUI). Also listed on Local models.

Context7 with llama.cpp WebUI

How to use Context7 (Upstash) with llama.cpp llama‑server WebUI (‑‑webui‑mcp‑proxy). Real tool counts; local‑model results not yet tested.

Updated 2026‑10‑22

Filesystem MCP in LM Studio

How to use Filesystem (reference) with LM Studio (MCP host since 0.3.17). Real tool counts; local‑model results not yet tested.

Updated 2026‑10‑27