MCP Server Directory

Desktop UI automation for AI agents: verified clicks, UI Automation, OCR, scenario runs, recording

Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频

v12-dfs io.github.Jorgeperez0825/v12-dfs

AI-driven DFS lineup optimizer for MLB & NBA — build FanDuel & DraftKings lineups via MCP.

Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine

Historical AWS analysis CLI; not a current Cyntrisec product.

Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.

AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/2 control

Enhanced Git MCP Server - Code review, commit analysis, and branch management

A standardized testing harness for MCP servers and agent workflows

unulu ai.unulu/unulu

AI agent website builder. Create and publish link-in-bio sites via MCP or REST API.

Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server

Python symbol exploration for codebase onboarding agents.

21st.dev dev.21st/mcp

Find UI components and themes, retrieve code, and generate with hosted 21st AI when enabled.

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

property-finance-mcp io.github.fdcommercial/property-finance-mcp

UK property finance: bridging cost, dev appraisal, BTL stress test, stamp duty (SDLT/LBTT/LTT).

Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP

atlas-mcp-server io.github.finmanagerai/atlas-mcp-server

Scan options flow, analyze real-time market data, and build investing and trading workflows.

Ideabob Validation io.github.foodyogi/ideaflow-scorer

Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

Code Runner MCP Server which can run code in various programming languages.

Local-first MCP server for agent skills. Validate, lint, diff, and convert across IDEs.

Trustworthy JS regex testing. Real offsets, named groups, safe against zero-width loops.

Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.

Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.

zerolangcompiler-mcp com.clauxel.zerolangcompiler/zerolangcompiler-mcp

A paid remote MCP for ZeroLang, built to return verdicts, receipts, usage logs, and audit-ready JSON