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MCP servers tagged multi-language
12 live MCP servers tagged "multi-language", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with multi-language.
Claude Code Mastery
🌐 Master Claude Code with this comprehensive guide on enhancing projects with MCP servers, commands, and effective chat strategies.
Bkit Codex
bkit Vibecoding Kit for OpenAI Codex - PDCA + Context Engineering for AI-native development
Nreki
MCP plugin that saves 50%+ tokens per session for AI coding agents. Validates edits in RAM (TypeScript + gopls + pyright), auto-heals errors, catches broken code before it hits di…
Project Graph
MCP server for AI agents — project graph, code quality analysis, visual web explorer. JS, TS, Python, Go.
Coregraph
A queryable code symbol graph for multi-language monorepos — find callers, impact, dead code, and cross-file inconsistencies, every edge confidence-scored.
Repo Interrogator
A local tool that helps AI understand large code projects.
Translator AI
🌐 Multi-provider AI translation tool for JSON i18n files. Features: Google Gemini & Ollama support, incremental caching, multi-file deduplication, MCP server, batch processing, an…
AbhiMeet
Free open-source meeting recorder with AI transcription & reporting. Fireflies.ai alternative. Records audio + screen, transcribes with Whisper AI in 90+ languages, generates meet…
Local Testing Agent
Multi-language testing automation MCP server for Claude Code and AI assistants. Supports Python, JS/TS, Go, Rust, Java, and Ruby with automated test discovery and execution.
G4 Base MCP
Minimal, extensible Model Context Protocol (MCP) server implementations across languages — tool-first, JSON-RPC based, VS Code Agent and n8n compatible, with streaming support.
Code Extractor Java
code-extractor-java is a library designed to scan source code files and extract hierarchical structures such as classes, methods, functions, and comments. It provides a unified mo…
Claude Code Mastery
🌐 Master Claude Code with this comprehensive guide on enhancing projects with MCP servers, commands, and effective chat strategies.