Identifies biological species, returning Latin names with confidence scores.
Trending/new/changed MCP servers: a liveness-probed freshness index + x402-paid change-data API.
MCP Server for evipedia.ai — evidence-based reviews of health & longevity interventions.
MCP server for the Apple App Store Connect API - 114 annotated tools, optional read-only mode.
Code Runner MCP Server which can run code in various programming languages.
MCP Server for MCP Registry to discover and search for available MCP servers in the registry.
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
MCP GeoData Placefinder: search places, reverse geocode, and find nearby locations.
MCP server for tmux — browse sessions, capture output, send commands.
An MCP server that provides access to Francisco Perez-Sorrosal's CV.
MCP server for Google Sheets API — read, write, format, batch operations.
MCP server for Android emulator automation via ADB.
B2B leads for Japan: search 1M+ companies by size, capital, location, subsidy history (gBizINFO).
Search Japan's National Diet records (1947-present): statements, Q&A, and debates with citations.
Japan real estate transaction prices and official land values (MLIT data) by area, year, and type.
Search Japanese government subsidies (official jGrants data): deadlines, amounts, eligibility.
Skincare Question and Answer with cited products, ingredients, sources, and comparison context.
MCP server for the Stream.estate French real estate API.
Persistent memory graph for coding agents: hypotheses, evidence, and decisions survive sessions.
Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.
A multi-parent goal graph where value propagates, so what more things depend on ranks higher.
Live UK marketplace product search with real prices and buy links.
Macroeconomic and FX time-series data for AI agents: indicators, calendars, COT, forex, commodities.
MCP server for Galaxy bioinformatics platform - connect, execute tools, and manage workflows.
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.