In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
Use existing brand guidelines with AI. Turn websites, PDFs, and Figma into a .brand runtime.
Wisp Panel MCP server for secure game server management through the Wisp Client API.
Deterministic Brotato theorycrafter MCP server: facts and math, not guesses.
Analyze videos: extract frames, transcribe audio, generate storyboard breakdowns.
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and net pay.
Self-hosted NVIDIA NIM API-key manager with a Claude MCP connector; deploy your own instance.
Commercial real estate deal search, comp lookup, and scoring for the Northeast US.
Persistent code indexing for AI assistants. 50x less context than grep. 11 languages.
Visual DeFi workflow automation on Base + Ethereum mainnet.
Build, backtest, and deploy crypto trading strategies via MCP with 7-stage validation.
Claude Code 中文写作四合一工具箱：文本分析（字数/段落/阅读时间）、结构化大纲生成（论文/小说/商业计划书）、GB/T 7714 参考文献格式化、中文字频统计。纯本地运行。.
MCP server for 1Password service accounts — tools and resources for vaults and credentials.
Chat-driven AI video montage: beat-synced cuts, auto-matched music, subtitles, transitions.
Control CastHub digital signage. Manage TVs, presentations, schedules, and emergency alerts.
Pull Deep Memory from across your Claude Code Sessions — when you need it.
Code intelligence MCP server: impact analysis, dependency graphs, dead code detection.
MCP server for Unreal Engine 5 with 23 tools for game development automation.
Mines your Claude Code and Cursor sessions into evidence-based CLAUDE.md / AGENTS.md rules.
Read-only MCP server for the Kiwoom Securities REST API: market data, account inquiry, ISA tax tool.
MCP Server for Clawallex payment API - Pay for anything with USDC virtual cards.
Real-time fact-checking MCP. Verifies claims against live sources with structured verdicts.
Architecture docs and patterns for NestJS + Nuxt full-stack apps.
Interactive video forms that capture authentic responses. Build engaging forms in minutes.
About Development MCP servers
Development is the broadest category on mcp.site. It covers servers that give an AI agent hands-on access to the software lifecycle: sandboxed shells and terminals, version-specific library documentation, package registries, test runners, debuggers, build and deploy pipelines, and project tools such as issue trackers. Most run locally over stdio because they need your filesystem or toolchain; a growing share run as hosted endpoints you connect with an API key or OAuth.
When choosing one, start with what the agent should be able to do without asking you, then check how the server scopes that access. Good servers expose a small, typed set of tools, document every environment variable, and let you restrict paths or repositories. Prefer listings with an Official badge or a recently updated repository, and read the install snippet for your client before adding credentials.