Structured Go tool output (build, test, vet) as typed JSON diagnostics.
64,132 MCP servers
Props, examples, design tokens and page blocks for the Halo React design system.
Cited cloud best practices and a rules-based review of Terraform, CloudFormation, and Kubernetes.
Official LabelGrid MCP server — manage your music catalog, releases, analytics and distribution.
Google Ads MCP with MCC support: 35 tools for campaigns, keywords, reporting, GAQL.
Malaysia open data: datasets, dashboards, DOSM, weather, floods and transit, keyless.
NASA Exoplanet Archive MCP.
OpenAlex MCP — wraps the OpenAlex API (scholarly works, free, no auth)
Mint, resolve, audit, and rotate scope-limited expiring access links (qURLs) for AI agents.
MCP server for searching SAP Notes/KB articles using SAP Passport authentication and Playwright automation
Agent memory and a signed spending ledger: pay any x402 API, keep a provable receipt.
Build an agent tool once; ship it as Agent Skills, MCP servers, Agent Plugins / Claude / Codex
Read tables, figures and dates out of a PDF, Word file, CSV or paste, with a verdict on the reading.
MCP server for Apple App Store Connect — edit listings (keywords, descriptions, titles, screenshots), track analytics (downloads, proceeds
AI-powered code refactor engine for large repositories, built on Claude Code + MCP.
CLI for context-pilot
Deploy AI-built internal apps behind your company login, with a database, files and secrets.
PCBWay MCP server — get PCB manufacturing quotes, SMT assembly pricing, place and track orders, and check shipping costs from any AI client.
Ask fifty verified people a five-second question and see what they think.
Audit whether an AI agent can read a site: llms.txt, robots AI rules, structured data.
Catches palette colors, native elements and APIs your design system lacks in agent-written React.