Vibe Assistant
A cross-platform desktop application for managing AI Agents and MCP Servers. 一款用于管理AI智能体与MCP服务器的跨平台桌面应用程序。
Image generation, design systems, and media processing - MCP servers for creative workflows.
MCPpedia tracks 12,214 design and creative MCP servers. 3,722 of them score at least 50 out of 100, and 1,837 clear 70 - about 15% of what has been published in this space. The remaining 8,492 are thinner: registry entries with no description, no published tool schema, or no commit in the last year. They are all still listed here, because knowing a server exists and is unmaintained is worth as much as knowing a good one exists.
Vibe Assistant leads the list at 95/100. Gemini CLI (95) and Codebase Memory MCP (95) follow. Every score is the same five weighted inputs: security (CVE scanning, tool-poisoning detection, and whether the server authenticates at all), maintenance (commit recency, release cadence, and download trend), documentation, client compatibility, and token efficiency - how much of your context window the tool definitions consume before you have asked anything.
38 of these servers are published by the vendor behind the underlying API rather than by a third party, which is usually the difference between an integration that tracks upstream changes and one that quietly stops working. 20 currently carry an open CVE; those are flagged on the server's own page with the advisory and its severity.
Also see: Best AI / ML servers, Developers, Data Engineering, Productivity
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A cross-platform desktop application for managing AI Agents and MCP Servers. 一款用于管理AI智能体与MCP服务器的跨平台桌面应用程序。
An open-source AI agent that brings the power of Gemini directly into your terminal.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineering agents like REA. Poison -> Exhaust -> Hallucinate.
Open source device layer for AI agents: control mobile, web, TV, and desktop apps over MCP
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
Author, generate, validate and govern AI agent rules, skills, plugins and MCP configuration across 52 coding assistants. Review with verified model evidence, evaluate skills, lock and sign dependencies, and publish bundles. CLI, MCP server and Go API.
Analyze the Indonesian stock market (IDX/IHSG) from web terminal, CLI, or any AI agents via MCP server. IHSG Prices, Fundamentals, and Screening. Free and No API keys required. Changelog: https://github.com/fzn0x/idx/blob/main/CHANGELOG.md
Hand tasks from Claude Code, Codex or any MCP client to a local DeepSeek Harness.
DeepSeek Harness (DSH) backup & restore plugin — export, import, migrate and sync your complete DSH configuration, plugins, MCP servers, skills and workspace. One-click migration to another machine.
The official MCP server implementation for the Perplexity API Platform
Memory for AI agents that learns what is wrong and stops repeating it. Mark a memory wrong and it stops coming back; newer facts replace old ones. Local SQLite store and MCP server, persistent across sessions; hippo init wires it into Claude Code, Codex, Cursor, OpenClaw, OpenCode and Pi. Zero runtime deps, MIT, opt-in hosted TypeSafe Jev reranker.
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
Free, open-source MCP server that gives AI coding agents (Claude Code, Codex, Cursor, OpenCode, ZCode…) design inspiration from award-winning websites — search with real screenshots, pull design DNA, capture and record live sites. A Mobbin alternative. No API key.
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow automation
Overleaf projects from an MCP client: files, compile and PDF, diff, comments and tracked changes
MeiGen-AI-Design-MCP — Turn Claude Code / OpenClaw into your local Lovart. Local ComfyUI, 1,400+ prompt library, multi-direction parallel generation.
MCP Toolbox for Databases enables your agent to connect to your database.
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
The AI-native CLI-first React component library. 160+ animated, accessible, production-ready components with MCP Server support for Cursor, Claude & GitHub Copilot. Copy-paste architecture — you own the code.