Best Structure AI Skills & MCP Servers

MCP server that injects structured professional domain expertise into AI agents — decision frameworks, compliance workflows, and practitioner knowledge for accounting, legal, medical, Islamic finance, cybersecurity, and 19 more domains

Write-side MCP server for Figma — build, edit, restructure, and search Figma designs from Claude Code, Cursor, Cline, or any MCP client. Complements Figma's official MCP (which is read-only). 42 tools covering tree creation (JSX), variables/tokens, compon

MCP server for European financial data — ECB rates, Eurostat inflation, GDP, unemployment. Real-time structured data for AI agents.

MCP server for Python — structured pip, mypy, ruff, and pytest output for AI agents

MCP server for the Phototology photo intelligence registry. Composable analysis lenses return structured JSON. Analyze once. Remember forever. Free lookups.

MCP server for Kubernetes — structured kubectl and Helm output for AI agents

MCP server for Rust/Cargo — structured build, test, clippy, and dependency data for AI agents

Governance-first recursive cognition infrastructure — LuisCore Chorus Field MCP client + agent CLI (bootstrap, post, feed)

MCP server for code search — structured ripgrep, fd, jq, and yq results for AI agents

MCP server for InsumerAPI — condition-based access infrastructure. Send a wallet and conditions, get a signed boolean across 37 chains. 27 tools: attestation, wallet trust profiles (49 checks across 27 chains incl. Solana, XRPL, Bitcoin, Tron, Stellar, Su

MCP server for Make/Just — structured task listing and execution output for AI agents

Sentinal MCP Server — Infrastructure monitoring tools for AI assistants. Works with Claude, Cursor, Copilot, Cline, Warp, Gemini CLI, and more.

MCP server for HumanSurvey — let AI agents collect structured feedback from groups of people

MCP server for web scraping, structured data extraction, and screenshots — give Claude, Cursor, Windsurf, and AI agents the ability to scrape any website with automatic anti-bot bypass

MCP server for databases — structured PostgreSQL, MySQL, Redis, and MongoDB output for AI agents

MCP Server for Claude Code Session Insight — structured data extraction, git log collection, and LLM synthesis guidance

MCP server for command execution — structured process output with timeout and signal support for AI agents

Persistent intelligence infrastructure for agentic development

MCP server for JVM — structured Gradle and Maven build, test, and dependency data for AI agents

MCP server for Bazel — structured build and test output for AI agents

MCP server for Ruby — structured gem, bundler, and script output for AI agents

AINative Browser Agent MCP Server — 6 AI-powered browser automation tools for web interaction, structured data extraction, page validation, multi-step tasks, and memory enrichment. Auto-detects ZeroLocal vs Cloud.

MCP server for natural-language-to-JSON workflows using Git-controlled JSON contracts and JSON Schema validation.

MCP server for Swift — structured build, test, and package manager data for AI agents