A
license-
qualityF
maintenanceLLM 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.
21
1
MIT
72,393 servers. Updated
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"Resources for improving coding skills and debugging code" matching MCP servers:
- AlicenseAqualityCmaintenanceMCP server that serves agent skills (SKILL.md bundles) to any MCP client, exposing them via tools and resources for tool-oriented and resource-aware clients.320ISC
- Flicense-qualityDmaintenanceEnables Claude/MCP agents to search, list, get details, and generate install commands for skills, MCP servers, and connections from the DFL Forge skills registry.
- AlicenseAqualityBmaintenanceA self-hostable, open-source, semantically-searchable Agent Skills registry delivered over MCP, with a three-tier progressive disclosure architecture.7275Apache 2.0
- AlicenseAqualityAmaintenanceControls a running Chrome/Chromium browser via the Chrome DevTools Protocol, enabling navigation, JavaScript evaluation, tab management, and raw CDP commands through MCP tools.5MIT
- AlicenseAqualityDmaintenanceConnects 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.5338MIT
- AlicenseAqualityDmaintenanceIntegrates 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.6511Apache 2.0
- AlicenseBqualityBmaintenanceAutomatically 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.1556MIT
- FlicenseBqualityDmaintenanceFetches real-time official documentation for LangChain, LlamaIndex, and OpenAI to provide Claude with up-to-date API references and guides for accurate code generation.1
- Alicense-qualityDmaintenanceA high-performance MCP server that provides BM25-ranked search and structured access to over 1,300 AI skills, enabling context-efficient discovery and usage of AI capabilities while minimizing token consumption.20ISC
- Alicense-qualityCmaintenanceAn MCP server that generates skill manifests from GitHub skills directories and provides tools to recommend and download AI agent skills.48Apache 2.0
- Alicense-qualityCmaintenanceA transport-agnostic MCP server that integrates multiple AI coding agents (Claude Code, Gemini, and Codex) with built-in tools for command execution, calculations, and streaming capabilities. Supports both STDIO and HTTP transports for flexible deployment.101MIT
- Alicense-qualityBmaintenanceA Rust + Tauri 2 desktop application that turns local project folders into persistent MCP workspaces, enabling AI agents to read files, modify code, run commands and tests, check Git status, and maintain cross-conversation development context through historical checkpoints, with built-in WSS/FRP/Cloudflare tunnels and OAuth for connecting to ChatGPT.Apache 2.0
- Alicense-qualityDmaintenanceMCP server implementing progressive disclosure for skill instructions, loading skills on-demand for token efficiency.8MIT
- Alicense-qualityBmaintenanceEmpower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabilities to understand, modify, run, and deliver real-world code repositories.749Apache 2.0
- Alicense-qualityCmaintenanceServes SKILL.md-based skills as MCP resources and tools over streamable HTTP, enabling remote discovery and retrieval of skill files with full YAML frontmatter parsing.Apache 2.0
- Alicense-qualityCmaintenanceA production-oriented MCP server for coding agents that enables multi-project management through secure file operations, Git integration, and safe command execution. It supports project discovery across multiple root directories and provides robust audit logging with both STDIO and HTTP transport options.342MIT
- Alicense-qualityDmaintenanceTurns Claude-style skill folders into MCP tools, resources, and prompts for discovering and using skills.81MIT
- Flicense-qualityAmaintenanceTurns local project directories into persistent MCP workspaces, allowing AI agents to read files, modify code, run commands, manage Git, and save session progress across conversations.
- Flicense-qualityDmaintenanceServer that enhances the capabilities of the Cline coding agent. It provides intelligent code suggestions, reduces hallucinations, and documents the knowledge base by leveraging your project's documentation and detecting the technologies used in your codebase.15