Developer Tools MCP servers

Lint Verilog and SystemVerilog files and projects with structured diagnostics.

Labs64 NetLicensing MCP server for AI-driven software license lifecycle management.

Static analysis tools for Frappe Framework and ERPNext projects via local stdio MCP.

Inspect and safely clean local Xcode, Simulator, and XCTest storage.

Inspect and drive Avalonia, WPF, WinUI, and .NET MAUI apps through MCP.

Android framework and solution that prevents TransactionTooLargeException crashes by design.

Scaffold an Express 5 + TypeScript backend: database, auth, optional Next.js front end.

AI writes. SPARDA proves. Deterministic, offline security gate for AI edits.

Find test gaps, generate grounded tests, and dynamically prove behavior with mutation testing.

MCP tools for CRUMB artifacts and Logisim-evolution analysis and non-interactive simulation.

Isolated dev environments, one per git worktree: ports, env, and DB slices as agent tools.

Indexes codebase into a local knowledge graph with 40+ AI tools and codebase-guard.

Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix what fails

Persistent Docker/SSH sandbox for AI agents: shell exec, file ops, audit log.

Native MCP server for controlling AMD/Xilinx Vivado on Windows and Linux via persistent Tcl.

Catch bad animations before they ship. Deterministic motion audit + vision-LLM design review.

A decision surface for typography: curate font directions on your real site, ship next/font code.

Scaffold modern npm packages, CLIs, services and apps as a native tool for AI agents.

Deterministic, offline root-cause analysis and pre-commit fix verification for coding agents.

Catch TypeScript API and OpenAPI contract drift in AI-generated code, then revalidate it in CI.

Lightweight MCP server for LSP code intelligence — symbol lookup, refs, types, diagnostics.

Persistent local knowledge for AI coding agents with structured records, search, and DOT context.

Monitor MCP, CI, and HTTP targets with health history, TLS expiry, assertions, and diagnostics

Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.

Private AI context layer for semantic code search, dependency graphs, memory, and workspaces.

Single exec tool running caller Python in a network-isolated locked-down sandbox.

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback