The Applitools MCP server helps you create, update, and analyze visual tests using Applitools Eyes.
Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
MCP server for SAP ABAP systems.
Math & statistics graphing, computation, visualization, and validation engine.
Deterministic IR/IR-LINT validation, policy packs, drift vs exports (archrad). Apache-2.0.
Durable MCP control plane for long-running Codex Desktop tasks.
MCP server for integrating with Anki flashcards through conversational AI.
Control mpv media player — playback, playlists, YouTube streaming, and downloads.
Compiler-backed read-only Verilog and SystemVerilog project analysis.
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
MCP server providing Jewish prayer times (zmanim) calculations for any location worldwide.
Official Arm MCP server for code migration, optimization, and Arm architecture guidance.
Audit Make.com blueprints before importing: hardcoded secrets, dangling refs, risky settings.
For Zapier integration developers: inspect, lint, and validate zapier-platform-cli projects.
Automation discovery: search Zapier's app directory and find popular Zap templates between apps.
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress.
Pre-commit code quality guardian. Detects semantic drift in AI-generated code.
An MCP server that provides [describe what your server does].
Full 2Captcha API (43 tools) for Claude Code: 31 captcha solvers + management + webhook.
Search arXiv and major AI/ML/CV/NLP/robotics conference papers and their related work.
Deterministic local-first context and impact maps for coding agents from tasks, issues, and diffs.
Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.
Tells you what leaked in a .har capture, who's on the page, and what to strip. No network calls.
Read-only access to deterministic engineering decisions stored in a local repository.
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.