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maintenanceEnables Codex to delegate coding tasks to a locally hosted Qwen model through an MCP tool, which can read, write, patch, test, and inspect git diffs inside an allowed workspace.
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"Coder" matching MCP servers:
- FlicenseNot gradedqualityDmaintenanceEnables AI agents to generate, compile, and fix Rust projects from natural language descriptions using LLMs and the Rust compiler.96
- FlicenseAqualityBmaintenanceA local MCP server for interacting with a network lab, supporting read-only and configuration tools for devices like Arista EOS switches.6
bracketcoder-blogofficial
FlicenseNot gradedqualityBmaintenanceMCP server for writing and publishing SEO blog posts to Bracket Coder, with tools for style guide, content research, on-brand image generation, and post management.- FlicenseNot gradedqualityDmaintenanceA Model Context Protocol (MCP) server that provides web search, web fetch, and chat completion capabilities using Ollama's Qwen3-coder models.
- FlicenseNot gradedqualityCmaintenanceA three-layer funnel AI code review engine that reduces LLM token consumption by 70%+ while providing deep code analysis. It integrates with GitHub PRs via MCP protocol to automate code review with static analysis, RAG, and LLM-based checks.
- AlicenseAqualityBmaintenanceCaptures an agentic asset's foundational record as a single asset-record.json, including creation facts and author-only confirmed metadata. Provides MCP tools to record, read, and finalize provenance during asset development.4GPL 3.0
- FlicenseAqualityBmaintenanceGives coding agents a memory of codebases by searching repositories using semantic similarity and structural call/import graphs, enabling reuse of proven patterns and reducing token usage.6
- FlicenseAqualityCmaintenanceEnables natural-language Q&A over codebases via MCP, using AST-aware chunking, hybrid retrieval, reranking, and call-graph expansion to answer with file:line citations and impact analysis.5
- AlicenseAqualityBmaintenanceAn MCP server that lets AI agents review code using language models, supporting git diffs, files, and snippets with severity levels. Works with Ollama (local) and hosted providers like OpenAI, Anthropic, and OpenRouter.3MIT
- AlicenseAqualityFmaintenanceLegacy MCP server for Google Search Console data, now superseded by the unified google-seo-mcp-claude-code suite.14MIT
- FlicenseAqualityBmaintenanceA delegation socket MCP server that enables a driver code agent to hand off subtasks to a cheap local worker (e.g., OpenCode) via a single MCP tool call and pick up results asynchronously without breaking flow.5
- AlicenseAqualityFmaintenanceScaffolds new MCP servers for the OpenSIN-Code ecosystem with templates for Python, Node, Go; provides tools to add tools, test, validate, register, publish, and audit servers.8MIT
- FlicenseAqualityCmaintenanceProvides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.8
- AlicenseAqualityDmaintenanceEnables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with structured execution traces, parallel execution, session persistence, and adversarial code review.15MIT
- AlicenseAqualityDmaintenanceEnables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.124MIT
- AlicenseBqualityCmaintenanceA secure Model Context Protocol server that allows AI assistants and LLM applications to safely execute Python and JavaScript code snippets in containerized environments.2201MIT
- FlicenseBqualityCmaintenanceEnables Codex CLI to perform code reviews on uncommitted changes via an MCP tool, keeping review context separate from the main session.15
- FlicenseBqualityDmaintenanceAn MCP server for AI-powered automatic editing of HWP documents in Claude Code and Claude Desktop, offering 94 tools for document analysis, table editing, text formatting, layout, and PDF verification.100172
