"Resources for improving coding skills and debugging code" matching MCP servers:

• Debugging MCP Server

  luischang07

  F

  license

  A

  quality

  C

  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

• Skills MCP

  skills-mcp

  F

  license

  -

  quality

  C

  maintenance

  Transform any AI agent into a domain expert by giving it access to modular, reusable skills through the Model Context Protocol. Brings Claude's Skills format to any MCP-compatible agent, allowing you to create skills once and use them everywhere.

  Last updated 2025-10-20

  26

  26

• gdb and rr Debugging

  schuay

  A

  license

  A

  quality

  C

  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

• Robot Resources Scraper

  robot-resources

  A

  license

  B

  quality

  F

  maintenance

  Web scraper and token compressor that converts HTML to clean markdown with 70-80% fewer tokens. Single-page compression and multi-page BFS crawling with auto-fallback fetch modes.

  Last updated 2026-04-28

  2

  14

  1

  MIT

• AWS Resources MCP Server

  baryhuang

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol server that enables Claude to execute Python code using boto3 to query and manage AWS resources directly from conversations.

  Last updated 2025-08-13

  1

  24

  MIT
• 

  Robot Resources Routerofficial

  robot-resources

  A

  license

  -

  quality

  F

  maintenance

  LLM routing proxy that cuts API costs 60-90% by auto-selecting the cheapest capable model across OpenAI, Anthropic, and Google. Provides stats, config, and model comparison tools via MCP.

  Last updated 2026-04-28

  12

  1

  MIT

• Self-Improving Memory MCP

  SuperPiTT

  A

  license

  -

  quality

  D

  maintenance

  Provides Claude with persistent memory and learning capabilities through 10 automatic agents that capture decisions, errors, solutions, and patterns across conversations. Features an anti-compaction system to prevent context loss and enables infinite conversation continuity.

  Last updated 2025-10-07

  17

  MIT

• Error Debugging MCP Server

  firozanam

  A

  license

  -

  quality

  C

  maintenance

  Provides intelligent error detection and debugging capabilities across multiple programming languages with real-time monitoring of build, lint, runtime, console, and test errors. Offers AI-enhanced error analysis with automated resolution suggestions and context-aware debugging.

  Last updated 2025-07-03

  MIT

• YouTube Skills for AI Agents

  ZeroPointRepo

  A

  license

  -

  quality

  B

  maintenance

  YouTube Skills (TranscriptAPI) is the production API for extracting, searching, and analyzing YouTube content at scale. While other tools break when YouTube changes or cap you at 100 requests/day, TranscriptAPI serves 15 million transcripts monthly at 49ms median response time.

  Last updated 2026-05-20

  258

  MIT

• suggest-skills

  sator-imaging

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that generates skill manifests from GitHub skills directories and provides tools to recommend and download AI agent skills.

  Last updated 2026-06-12

  65

  Apache 2.0

• skills-mcp

  Jignesh-Ponamwar

  A

  license

  A

  quality

  A

  maintenance

  A self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.

  Last updated 2026-05-29

  7

  18

  4

  Apache 2.0

• mcp-coding-standards

  KarateJB

  A

  license

  A

  quality

  D

  maintenance

  A server providing programming guidelines and coding standards for multiple languages, enabling access and search of best practices for C#, Go, JavaScript, Python, and TypeScript.

  Last updated 2026-05-05

  3

  11

  MIT

• claude-skills-mcp

  K-Dense-AI

  A

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server that provides intelligent search capabilities for discovering relevant Claude Agent Skills using vector embeddings and semantic similarity. This server implements the same progressive disclosure architecture that Anthropic describes in their Agent Skills enginee

  Last updated 2026-04-08

  3

  392

  MIT

• Smart Coding MCP

  omar-haris

  A

  license

  A

  quality

  B

  maintenance

  Provides intelligent semantic code search using local AI embeddings, enabling natural language queries to find relevant code by meaning rather than exact keywords. Indexes codebases in the background with smart project detection and privacy-first local processing.

  Last updated 2026-01-06

  6

  117

  198

  MIT

• skills-master-mcp

  adarc8

  A

  license

  A

  quality

  D

  maintenance

  Connects AI coding agents to the SkillsMP marketplace, allowing users to search, read, and install over 8,000 community-made skills. It enables agents to gain new capabilities either through on-the-spot instruction or permanent installation without requiring an API key.

  Last updated 2026-02-16

  5

  25

  8

  MIT

• Skills MCP

  leezhuuuuu

  A

  license

  A

  quality

  B

  maintenance

  A package manager for AI agents that connects LLMs to a global registry of capabilities, allowing them to autonomously discover, install, and learn new skills from a centralized repository.

  Last updated 2025-12-28

  4

  3

  MIT

• local-skills-mcp

  kdpa-llc

  A

  license

  A

  quality

  C

  maintenance

  A universal MCP server that enables any LLM or AI agent to access expert skills from your local filesystem.

  Last updated 2026-04-30

  3

  66

  29

  MIT

• mcp-skills

  FranciscoYuster

  A

  license

  A

  quality

  C

  maintenance

  Integrates with the skills.sh ecosystem to allow AI coding agents to discover, install, and manage reusable instruction sets. It enables autonomous agents to extend their capabilities with structured skill discovery and full lifecycle management through the Model Context Protocol.

  Last updated 2026-03-01

  6

  48

  1

  Apache 2.0

• Vibe Coding Documentation MCP

  MUSE-CODE-SPACE

  A

  license

  B

  quality

  B

  maintenance

  Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

  Last updated 2026-05-20

  15

  44

  MIT

• Coding Standards MCP Server

  ggerve

  A

  license

  B

  quality

  D

  maintenance

  Provides tools for accessing coding style guidelines and best practices for various technologies including Java, Python, and React.

  Last updated 2025-08-13

  3

  15

  MIT