"Robot Framework" matching MCP servers:

Provides static analysis of ROS 2 workspaces, enabling inspection of packages, dependencies, interfaces, launch files, and robot descriptions without running ROS 2.

MCP server that provides a 216-rule, framework-aware Kotlin/JVM security analyzer, enabling AI coding agents to query real security findings while writing code.

Contract-driven test enforcement and reporting for LLM-generated code via MCP, VS Code, Copilot CLI, Claude, Cursor, or Python SDK.

Enables offline-first industrial manufacturing workflows by parsing, linting, and drafting FANUC .LS robot programs and analyzing STEP/STP CAD files through MCP tools.

Provides AI assistants with tools to grade, generate, and validate UI components against the components.build specification. Supports searching documentation, checking compliance, and generating framework-agnostic accessible components.

An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

Enables analysis of Karate framework feature files, extracting dependencies and generating interactive dependency graphs.

A project-aware, capability-driven advisory framework for AI coding assistants, providing structured consultation via a single MCP tool.

Indexes Robot Framework and Python files from robotws, stores metadata in SQLite, and provides generation context to help Cursor's LLM draft testcases in team style.

An MCP server that gives AI assistants deep awareness of the PyGo framework, enabling code generation, schema querying, module inspection, and registry operations through natural language.

Provides comprehensive debugging capabilities for Node.js and TypeScript applications with 25+ specialized tools, including breakpoint management, variable inspection, hang detection, CPU/memory profiling, and test framework integration.

Remote MCP server that gives coding agents verified, version-pinned answers about fast-moving frameworks, starting with Expo SDK 54.

MCP server that provides disassembly and reverse engineering capabilities via the Capstone framework, supporting multiple architectures.

High-performance local MCP server and CLI written in Rust that scrubs 90%+ framework noise from AI debug logs with Tree-sitter AST validation and test rollback.

Security scanning MCP server. Semgrep integration, SARIF parsing, baseline diffing, framework-aware ruleset selection, and automated finding triage.

Provides a quality framework and enforceable conventions for AI coding assistants, ensuring code quality, environment hygiene, and project standards across multiple AI tools.

Tierward is a development framework that governs Claude Code sessions through a tiered pipeline with STOP gates, audit skills, and test enforcement, enabling teams to review and approve AI-generated code before merging.

Unified AI coding-agent framework combining Spec-Driven Development (SDD), AST semantic code reuse, and progressive project memory (.ai/) for Claude Code, Cursor, Windsurf, and Zed.

Enables semantic search, AST exploration, and relationship graph analysis for the cc-common Slot Framework SDK in Cocos Creator 2.4 via Model Context Protocol.

An MCP server designed for SQL analysis that demonstrates sampling capabilities by interacting with SQL files in a local directory. It provides a framework for testing client-side sampling while managing SQL-based contexts.