Curated ssh_probe diagnostics and single-host ssh_exec over an allowlisted SSH fleet.
MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwarding.
Turn an IDF domain into an MCP server with invariants and role scopes in every tool description.
MCP server enabling AI assistants to build, test, and debug Zotero plugins.
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
MCP server for rendering GeoJSON vector layers into map images with basemaps.
MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only).
National Data Platform (NDP) MCP server for searching and discovering datasets across multiple...
MCP server for ParaView scientific visualization.
MCP server for advanced data visualization and plotting operations.
MCP server for earthquake-sequence analysis on saved catalogs: completeness magnitude,...
MCP server for terrain analysis: DEM slope/aspect/suitability and point-cloud reading/gridding.
IP Geolocation MCP server that query the geolocation information using IP2Location.io API.
WHOIS domain MCP server that query the WHOIS information using IP2WHOIS API.
带速率限制的 MCP HTTP 代理：滑动窗口+令牌桶控速，长程任务不再 429.
Automated web QA via Chrome DevTools MCP — a11y, security, visual, env diff, CI; Aegis redaction.
OECD economic and statistical data via SDMX API. Access 5,000+ datasets across 17 categories.
MCP server for Statistics Sweden (SCB) - 1200+ tables with population, economy, environment data.
Easy and stylish presentation slide generator.
providing weather information, air quality data, and timezone utilities using the Open-Meteo API.
Scientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion.
MCP server for DEVONthink 4 — outcome-oriented tools, preview-then-apply, audit + undo.
Seedance video generation MCP server for Polza.ai.
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.