"Using Rust and Claude for E2E Code Testing, Refactoring, and Debugging with PowerShell" matching MCP servers:

• mcp-server-for-powershell

  danielklecha

  A

  license

  A

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  C

  maintenance

  Unofficial Powershell MCP server

  Last updated 2026-01-26

  1

  MIT

• MCP Refactoring

  marshally

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  A

  quality

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  maintenance

  Enables LLMs to apply Martin Fowler's 71+ refactoring patterns to codebases through a pluggable, language-agnostic architecture. Supports previewing and applying refactorings, analyzing code smells, and inspecting code structure with safe-by-default operations.

  Last updated 2025-11-29

  5

  3

  MIT

• capture-and-slack-mcp

  baho0

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  license

  A

  quality

  B

  maintenance

  Relays a result screenshot to Slack so you can review a coding agent's output without opening the app.

  Last updated 2026-07-09

  7

  MIT

• gdb and rr Debugging

  schuay

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  license

  A

  quality

  D

  maintenance

  MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.

  Last updated 2026-03-15

  34

  3

  MIT

• Debugging MCP Server

  luischang07

  F

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  A

  quality

  D

  maintenance

  Enables LLMs to automatically diagnose coding errors through codebase search, test execution, and live debugger integration (DAP/V8 CDP). Provides a secure, policy-gated environment for investigating failures while preventing destructive operations.

  Last updated 2026-04-05

  9

• node804-claude-code-mcp

  Node804

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  maintenance

  MCP server for reading Claude Code session history from the local filesystem, exposing project and session data to MCP-compatible clients.

  Last updated 2026-06-27

  6

  MIT

• claude-code-delegate-local

  fegone

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  license

  A

  quality

  B

  maintenance

  MCP server that delegates Claude Code subagents to alternative backends such as local models, DeepSeek, or AWS Bedrock, while keeping your Claude Code orchestrator session intact.

  Last updated 2026-07-15

  5

  5

  MIT

• Unity MCP Claude Code

  MauricePutinas

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  B

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  maintenance

  Enables Claude to control Unity Hub and Editor headlessly, allowing automated game building, asset generation, and PBR texture creation.

  Last updated 2026-06-21

  94

  MIT

• Reuters Business and Financial

  BACH-AI-Tools

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  license

  C

  quality

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  maintenance

  Provides access to the Reuters Business and Financial News API to retrieve articles, trending news, and market data. It enables searching and filtering financial content by date, author, category, and keywords.

  Last updated 2025-12-07

  20

  MIT

• Multiple MCP Servers Framework

  ahmad-act

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  license

  C

  quality

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  maintenance

  Provides a framework for running multiple MCP servers using FastAPI, stdio, and streamable-http transports, with an echo tool for testing and integration with MCP Inspector.

  Last updated 2025-07-01

  1

  4

  MIT

• google-search-console-mcp

  mario-hernandez

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  license

  A

  quality

  F

  maintenance

  Legacy MCP server for Google Search Console data, now superseded by the unified google-seo-mcp-claude-code suite.

  Last updated 2026-04-26

  14

  MIT

• MCP Server for stock and

  aahl

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  license

  A

  quality

  C

  maintenance

  MCP Server for stock and crypto

  Last updated 2026-03-26

  18

  385

  MIT

• Code Memory

  kapillamba4

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  license

  A

  quality

  B

  maintenance

  MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.

  Last updated 2026-05-20

  7

  46

  MIT

• ollama-code-mcp

  darthzen

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  license

  A

  quality

  B

  maintenance

  An MCP server that lets Claude Code delegate coding tasks such as code generation, review, refactoring, and test writing to a local Ollama instance running a Qwen3 model.

  Last updated 2026-07-17

  9

  MIT

• code-lens

  j0hanz

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  license

  A

  quality

  C

  maintenance

  Gemini-powered MCP server for automated code review, analysis, and documentation.

  Last updated 2026-03-09

  13

  116

  MIT

• claude-bridge

  JosiahSiegel

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that lets host-side Claude Cowork dispatch work into Claude Code running inside your devcontainer over stdio.

  Last updated 2026-04-27

  16

  MIT

• MCP-with-Playwright

  9697-mali-lo

  F

  license

  A

  quality

  C

  maintenance

  An MCP server that enables LLMs to automate browser interactions using Playwright to fetch real-time Israeli weather data.

  Last updated 2026-06-30

  4

• claude-dials

  willykeenan

  A

  license

  A

  quality

  B

  maintenance

  An MCP server that provides Claude with adjustable 0-10 sliders for behavior dimensions like rigor, verification, and autonomy, allowing external tuning without modifying prompts.

  Last updated 2026-07-10

  6

  MIT

• Weather and Tasks MCP Server

  ai-makes-sense

  A

  license

  A

  quality

  C

  maintenance

  Enables AI to read live weather data and manage a persistent to-do list through MCP tools, demonstrating both read and write capabilities without API keys.

  Last updated 2026-06-21

  1

  MIT

• Code Buddy

  Abhi-vish

  A

  license

  C

  quality

  D

  maintenance

  A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

  Last updated 2025-12-08

  28

  7

  MIT