2281 Model Context Protocol servers — searchable, rated, ready to install.
Demo stdio MCP server (tools, resource, prompt) for tinymcp tests—not production use.
23 developer utilities — base64, JWT, UUID, hash, QR, regex, timestamps. No API keys.
Registry of Python AI/ML libraries: correct imports, quickstart code, and known footguns.
Go code coverage analysis tool with MCP server for AI-powered coverage workflows
VibeLens MCP tool for AI to visualize code changes with inline annotations in VS Code/Cursor
Machine-readable Japanese crypto-asset tax rules for AI agents: rules-as-code with citations, x402.
Quantitative trading toolkit with 900+ data columns, backtesting, and 60+ strategy examples.
SmartGuard MCP Server - AI-powered smart contract security audit tools for Claude Code, Cursor,...
MCP server for AI-assisted coding with development history: git, tests, Copilot.
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.
MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants
Stop vibecoding blind. Code graph so your AI stops breaking things across your codebase.
Rust code index MCP server with native 1C:Enterprise (BSL) support. 25 tools. Static binary.
Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration
Run visual regression tests, review diffs, and manage baselines on a Lastest instance.
Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code required.
Generate AGENTS.md, AP2 compliance docs, checkout rules, debug playbook & MCP configs from any repo.
Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.
Structured financial modeling for AI agents: build, version, audit models, export to Excel.
Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over MCP. Free tier; x402.
Audit MCP servers from inside Claude Code. 10 OWASP checks, A-F grade, live leaderboard.
Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.
Deterministic layered code graph MCP server with framework overlays and SCIP interop.
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