Python symbol exploration for codebase onboarding agents.
MCP server for the Render Public API: all 207 endpoints plus workflow tools.
Bounded local MCP access to one approved repository for AI read/search and structured handoffs.
MCP server for MTA:SA documentation with intelligent search and caching.
MCP server for NinjaONE RMM with device management, monitoring, and automation.
Cross-repository semantic code intelligence for AI coding agents, from a local code graph.
Bridge Claude with Google's Antigravity CLI (agy) for code review and second opinions.
Bridge Codex and other MCP clients with Anthropic Claude Code CLI for read-only second opinions.
Bridge Claude with OpenAI Codex CLI for AI-to-AI collaboration, code review, and second opinions.
Unified MCP server — auto-detects Gemini, Codex, Claude, Ollama, and Antigravity providers.
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local.
Build native Linux packages (.deb/.rpm/.apk/.pkg.tar.zst) from a single PKGBUILD via MCP.
Base bytecode capability observations, proxy resolution, gas, DEX, and transfer telemetry.
MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https://mcp-hive.com.
Flickr MCP server — tag photos, write descriptions, set titles, and add photos to groups using AI.
ATAG 2.0 (Authoring Tool Accessibility Guidelines) guidance for authoring tool developers.
MCP server for data visualization with Mermaid charts.
MCP server for data visualization with Mermaid charts.
Auto-document vibe coding sessions - collect, summarize, and publish.
E-commerce storefront over MCP: public catalog tools plus token-gated back-office tools.
Claim-level provenance preflight for sanitized nonfiction passages; automated triage only.
Explain Algorand transactions, groups, batches, and account activity with x402.
Real email inboxes for AI agents: open an address, read the one-time code, send mail.
Roslyn MCP server: semantic .NET/C# intelligence - analysis, refactoring, tests, IL inspection.
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.