An LSP-MCP bridge for code assistants.

High‑performance Managed Code Processor (MCP) server with AI‑powered code analysis and editing.

Vibe-Coder-MCP server extends AI assistants with specialized software development tools.

aptu-coder: MCP server for AST analysis, call graphs, and code structure (tree-sitter)

A utility toolkit designed to enhance the interaction between Claude and code, providing seamless integration tools for code analysis, manipulation, and testing workflows.

An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns with semantic search capabilities, quality metrics, and relationship modeling. Designed to enhance programming workflows through contextual recall of best practices, algorithms, and solutions.

OCD (Omni Coder Dashboard) — An AI memory engine with real semantic embeddings, 21 MCP tools, cross-tool routing, trace auditing, and proactive IDE interception. 100% local, zero API keys required.

Production-ready MCP server with complete agent integration, multi-transport support, and comprehensive development automation tools for AI-assisted workflows.

Event-driven MCP bridge for orchestrating ZCode, OpenCode, and Pi through a unified agent-* toolset, with concurrent runs, resource leases, session recovery, and backend-aware permissions.

Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

Handy Coder is a local MCP server for coding assistants. It provides workspace tools for reading and editing files, searching code, running commands and tests, inspecting Git, and coordinating delegated tasks. The MCP is router-based so it reduces the tool definitions and schema context sent to an MCP client, which will lower prompt token usage.

Natural language version control for vibe coders — save, ship, and roll back your AI-generated code without touching Git. Works with Cursor, Claude Code, and any MCP client.

Yet another vibe coded semantic memory tool for coder agents

Dev server supervisor for AI coders

MCP server — copilot de estrutura para vibe coders

GitHub Noob Toolkit (GNT) · Protective Shield & Automation Copilot for Vibe Coders

Zero-config, cloud-hosted DevOps MCP server for AI Agents & Vibe Coders

Ambient dev environment management system for vibe coders - auto-manages dev/test/staging/prod environments

Get a professional website built and live in 48 hours. Generate a full website brief, taglines, and pricing — then order directly. Built for vibe coders and indie builders who want to ship fast.

MCP server for vibe coders - AI app icon generation, auto-resizing for iOS/Android, and store publishing automation

Dev server supervisor for AI coders. CLI + MCP server with 10 tools. Manage lifecycles, detect reloads, check health, recover from crashes.

【Star-crossed coders unite!⭐️】Model Context Protocol (MCP) server implementation providing Google News search capabilities via SerpAPI, with automatic news categorization and multi-language support.

AI agent OS for vibe coders — MCP server for Claude, Cursor, Windsurf & Lovable. Security audits, SEO, performance, design tokens, copywriting and 76+ dev tools in one CLI.

Rollback and safety for AI coding agents and vibe coders: flag risky changes and restore project files, including uncommitted work, to their pre-session state.

An MCP server that offloads bulk work from Claude Code to a local LLM (Qwen2.5-Coder 14B via Ollama). Claude stays the reasoner; the local model takes the bulk drafting, polishing, and explanation work to free up rate limits and context budget.

🧠 𝑴𝒆𝒎𝒐𝒓𝒚-𝑷𝒍𝒖𝒔 is a lightweight, local RAG memory store for MCP agents. Easily record, retrieve, update, delete, and visualize persistent "memories" across sessions—perfect for developers working with multiple AI coders (like Windsurf, Cursor, or Copilot) or anyone who wants their AI to actually remember them.

Multi-agent AI assistant that turns a GitHub issue into a draft PR with tests; planner/coder/reviewer loop on LangGraph, served via FastAPI + MCP. Swappable Claude / GPT / local Hugging Face models. Prompt caching & model tiering for ~50% lower cost. Dockerized, CI-tested.

OCD (Omni Coder Dashboard) v5.6.0 — AI memory engine with real semantic embeddings, 25 MCP tools, session guard, trace-to-evidence audit bot, Antigravity intelligence, cost visibility, smart routing, and proactive IDE interception. 100% local, zero API keys.

A Neovim plugin to integrate Gemini CLI well (+ Qwen-code now)

Stop AI from guessing API details — give it your actual docs via MCP

Permanent guardrails for AI-coded apps

MCP server that connects Claude to local Ollama models, delegating simple tasks to save tokens for complex reasoning

A multi-provider game-server panel administration gateway over Model Context Protocol (MCP).

An **MCP server** for the Gemini CLI that analyzes a local code repository (and helps generate and maintain a high‑quality `ONBOARDING.md` guide.

An MCP server allowing AI assistants to use a Neo4j knowledge graph as their primary, dynamic instruction manual and long term project memory with adaptive templating and autonomous tool development tools.

Official Model Context Protocol (MCP) server for WarungCyber AI Gateway — Connect Claude Desktop & Cursor to 19 AI models (Claude, Gemini, DeepSeek, Qwen, GLM, Kimi, GLM 5.3 Uncensored) with pay-as-you-go pricing. Top up Rp 18.000/$1 via QRIS.