Evidence-backed decision briefs with citations — recommendation, confidence, risks, sources.
Conversation drift visualization for Claude. Color-coded inflection points and one-click forking.
MCP server for Filevine matter management - by Advocate Cloud Solutions.
Music, image, video and audio generation across top AI providers - one key, one credit pool.
Resolve documentation ownership, edit roots, checks, and human handoffs before an agent edits code.
Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI.
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and manage app releases.
Google Play release lifecycle: tracks, testers, rollout, and Android Vitals.
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring.
AST-based semantic code search; results ship with their call graph (calls + callers).
Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.
Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.
MCP server for James Bloom MockServer - create expectations, verify requests, and manage mock state.
Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks.
MCP server that spawns and drives Claude Code sessions via claude-wrap.
Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++.
Curated audio news, daily briefings, the Declassified library + market-linked signals.
An MCP server greeting.
Finds Angular Reactive Forms and returns verified Signal Forms recipes. Never edits code.
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
The Graph-Native Intelligence Layer for Code.
Token-efficient semantic compression for numerical data. 95%+ token reduction.
MCP server for UK Bus Open Data with timetable parsing, journey planning and live tracking.
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.