"Best tools or methods for understanding a codebase" matching MCP connectors:

The agent-native cloud: database, functions, AI, storage, auth and more. 50 tools, one API key.

Live GPU compute & inference token price indices for AI agents — 591 reference indices across H100/A100/B200/B300 spot+on-demand, Claude/GPT/Llama token pricing, and more. Every value is methodology-versioned and citable via the /v1/verify handshake.

AI infrastructure design agent. Describe your app in plain English; Riley designs, prices, and deploys AWS or GCP infrastructure with generated Terraform.

Custom domains API for SaaS: connect, verify, and manage customer domains, SSL, and DNS

Remote MCP server for RunComfy Serverless API (ComfyUI): deployments and async inference.

Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set variables, resize apps.

Publish the website you built with AI to a live public URL — straight from chat, no setup.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.

Google-OAuth-gated LLM gateway: verify a Google ID token, then run a Gemini (Vertex AI) completion f

Deploy files, sites, and Dockerfile apps to live URLs + private drives for agent memory.

Free browser-based calculators and analyzers for cloud cost, DevOps, security, and data governance.

MCP server for DNSimple — domains, DNS zone records, availability, pricing and contacts.

Provision, SSH into, run commands on, and manage Linux VPSes from an AI agent. Pay USDC over x402 (Base) or by card over HTTP 402, a running box in under 60s. No signup, no API key to buy. This remote endpoint offers free browse/discovery, quotes, and server status.

MCP commerce surface for compute credits, API keys, GPU instances, and cloud storage.

TitanStore provides AI agents with programmatic access to compute credits, API keys, cloud storage, and GPU capacity. Search products, manage cart, and complete purchases in a single agentic workflow. No authentication required.

B2B MCP server that lets business operators launch and operate complete branded taxi / food delivery / LP gas / on-demand apps from a single conversation. Multi-tenant, OAuth 2.1, 87+ active operators across 14 LATAM countries.

Zero-Ops deploy of a private AI workspace to your own VPS — from your AI chat. Free and open-source.

Read-only Mac mini AI operator setup offer with queue, pricing, and buyer-route tools.

Deploy websites from AI agents. Free at mcp.shipstatic.com. Install for the full toolset.

EU-native PaaS for AI agents — deploy web apps with one sentence, managed Postgres, GDPR by default.