Developer Tools MCP servers

Scored, maintainable locators from a live page for AI coding agents, with checks and repairs.

Orchestrates language servers into 65 code-intelligence tools across 32 languages, token-optimized.

Which parts of an ML need Hugging Face already covers. Every model and dataset checked live.

Offline JPS validator, conformance tester, and experimental evaluator over stdio MCP; keyless.

MCP server for iNAV flight-controller configuration and diagnostics

Authoring bridge for Caveat: validate, check and test programs; explain decisions; find dependents.

MCP PTY server providing AI agents with real interactive terminal access

Every call graph has blind spots. LLMGRAPH tells your coding agent where they are.

Native mcdev through AI: retrieve, build, deploy, command discovery and offline docs.

Runs Foundry tests and builds; returns compact, structured failures to AI coding agents

An MCP server that lets AI agents act like a human at a real terminal, local or over SSH.

Test iOS, Android, and web apps with agent exploration, replayable flows, and CI gates.

MCP server for iOS and Android Mobile Development, Automation and Testing

Model Context Protocol (MCP) server for AI-assisted development of CAP applications.

Runtime inspector embedded in a NestJS app: graph, routes, logs, request traces, jobs.

Offline SAP ABAP/RAP tools for AI agents: lint, Cloud readiness, released APIs, knowledge.

MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggregated APIs.

ABAP development from Claude and other MCP hosts: source, transports, tests, ATC, debugger

Search and browse 2,900+ official GitLab documentation pages via MCP

Connect AI assistants to TestRail: manage test cases, suites, runs, results, and attachments.

AI testing agents for web apps — dispatch test runs, crawls, fetch artifacts and status.

Multi-user Android field lab: N headless emulators, per-device network states, concurrency judging.

Azure DevOps boards, repos, pipelines & projects for AI agents — governed.

Agent-native TypeScript framework for building MCP servers.

Local architecture maps and caller impact analysis with directory clustering and utility folding.

The modeler's client for SDCStudio: search the catalog, estimate, assemble and publish SDC4 models.

SDC4 structural validator with ExceptionalValue recovery; thin wrapper over xmlschema.

Cross-tool decision memory for AI coding agents: search your decision graph, check changes over MCP.