headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Cline (VS Code / JetBrains extension and Cline CLI) stores MCP servers under mcpServers in its settings JSON, or adds them via cline mcp. We found 131 servers that mention Cline in their docs — 100 maintained in the last 90 days, 60 with a ready-made install config.
In the Cline panel: MCP Servers icon → Configure → Configure MCP Servers (opens the settings JSON). CLI default file: ~/.cline/data/settings/cline_mcp_settings.json (override with CLINE_MCP_SETTINGS_PATH). Or run cline mcp for an interactive wizard.
Top-level mcpServers. Local: command, args, optional env, disabled, autoApprove. Remote: set url and "type": "streamableHttp" (omit type only for legacy SSE).
cline mcp add files --yes -- npx -y @modelcontextprotocol/server-filesystem .
Remote: cline mcp add docs https://example.com/mcp --transport http --header "Authorization: Bearer TOKEN" --yes
cline_mcp_settings.jsonLimit autoApprove to tools you fully trust — MCP servers can take real actions.
{
"mcpServers": {
"example-server": {
"command": "npx",
"args": ["-y", "some-mcp-server"],
"env": {
"API_KEY": "your-key-here"
},
"disabled": false,
"autoApprove": []
}
}
}Top 12 by GitHub stars among servers documented for Cline. Status: maintained = commit in the last 90 days.
| Server | Stars | Status | Updated | Install | API key |
|---|---|---|---|---|---|
| headroomheadroomlabs-ai | ★ 75.2k | Maintained | today | Command | Likely |
| Context7upstash | ★ 63k | Maintained | today | One-click | Likely |
| TrendRadarsansan0 | ★ 62.9k | Maintained | today | One-click | Likely |
| private-gptzylon-ai | ★ 57.6k | Maintained | today | Command | Not mentioned |
| codebase-memory-mcpDeusData | ★ 46.5k | Maintained | today | One-click | Likely |
| playwright-mcpmicrosoft | ★ 38.1k | Maintained | 5 days ago | Command | Not mentioned |
| Repomixyamadashy | ★ 28.8k | Maintained | 2 days ago | One-click | Likely |
| xiaohongshu-mcpxpzouying | ★ 16.3k | Maintained | yesterday | One-click | Likely |
| unity-mcpCoplayDev | ★ 14.9k | Maintained | 5 days ago | See README | Not mentioned |
| ida-pro-mcpmrexodia | ★ 12.8k | Maintained | 17 days ago | Command | Not mentioned |
| Claude Contextzilliztech | ★ 12.6k | Aging | 3 months ago | One-click | Likely |
| DesktopCommanderMCPwonderwhy-er | ★ 10k | Maintained | today | One-click | Not mentioned |
Showing all 131 servers
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Up-to-date, version-specific library documentation and code examples pulled straight into your prompt, so coding assistants stop hallucinating outdated APIs.
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Playwright MCP server
Packs a whole repository into one AI-friendly file; run with --mcp to let assistants pack and read local or remote codebases.
MCP for xiaohongshu.com
Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities
Open source MCP Servers for AWS
Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)
Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP server for any GitHub project
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.
MCP server for interfacing with Godot game engine. Provides tools for launching the editor, running projects, and capturing debug output.
Mobile app automation and verification for AI coding agents. CLI, MCP server, and typed Node.js API for iOS, Android, HarmonyOS, TV, web, macOS, and Linux.
Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for Claude, ChatGPT, Cursor & n8n: OAuth login, no API keys, approval-gated writes, 7-day free trial. By Ryze AI.
AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a single line. Works with Claude Code, Gemini, Copilot, Cursor and any other absolutely for free.
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.
An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.
Enhanced MCP server for interactive user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.
MCP server integration for DaVinci Resolve Studio
Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.
Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.
Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.
Production ready MCP server with real-time search, extract, map & crawl.
Shrimp Task Manager is a task tool built for AI Agents, emphasizing chain-of-thought, reflection, and style consistency. It converts natural language into structured dev tasks with dependency tracking and iterative refinement, enabling agent-like developer behavior in reasoning AI systems.
Completely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code, Claude Desktop App
GitLab server for projects, issues, merge requests, pipelines, wikis and file operations.
Official Microsoft Learn MCP Server and CLI tool – powering LLMs and AI agents with real-time, trusted Microsoft docs & code samples.
High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teammate - expose only needed information, cutting token usage up to 50x. 100% local. Discord: https://discord.gg/39MFHu3J5d
Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page URL content extraction.
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools
High-performance OpenAI and Anthropic compatible LLM inference server for Apple Silicon. Native MLX, continuous batching, multimodal models, MCP tool calling, and Claude Code support.
Model Context Protocol for WinDbg.
一款全面的、便捷的cocos creator AI MCP服务插件,适用于3.8.0以上cocos版本,一键安装,一键启动。A comprehensive and convenient cocos creator AI MCP service plug-in, suitable for cocos versions above 3.8.0, one-click installation and one-click start.
Zig code intelligence server and MCP toolset for AI agents. Fast tree, outline, symbol, search, read, edit, deps, snapshot, and remote GitHub repo queries.
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
📖 MCP server for fetch deepwiki.com and get latest knowledge in Cursor and other Code Editors
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit docs, WWDC videos, Swift/Objective-C APIs & code examples in Claude, Cursor & AI assistants
Damn Vulnerable MCP Server
3D & AR SDK for Android (Jetpack Compose + Filament), Apple (SwiftUI + RealityKit), Web, Flutter and React Native. Opens glTF/GLB, 3MF, STL, OBJ and PLY on Android and USDZ on Apple, at real size in AR. Assistant-ready: in-repo MCP server, AGENTS.md and llms.txt — no assistant-specific setup.
🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
Meta Ads (Facebook/Instagram) MCP server for Claude, ChatGPT, Perplexity & Cursor — the Meta node of Pipeboard’s 5-platform family (+ Google, TikTok, Snap, Reddit). Hosted remote MCP, badged Meta Business Partner, free plan — no self-hosting required.
A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.
Give any AI agent the ability to code
Coding agent memory for Claude Code, Codex, Cursor and 38 more, built from the session history already on your disk. Local search, MCP and hooks, no LLM, one Go binary.
Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.
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.
Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.
CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.
A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio
gcloud MCP server
A Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
Native macOS and iOS App for the Hermes AI agent — multi-window, multi-server (local + remote over SSH). Chat, dashboard, sessions, memory, cron, MCP, and more.
Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.
一款支持godot开源引擎的的mcp插件,支持常见godot引擎操作,使用Godot原生实现MCPServer,无需安装依赖,开箱即用,支持多种AI工具调用。An MCP plugin that supports the open-source Godot engine, enabling common Godot engine operations. It implements the MCP Server using Godot's native HTTP, requires no dependency installation, is ready to use out of the box, and supports invocation by various AI tools.
End-to-end documentation to set up your own local & fully private LLM server on Debian. Equipped with chat, web search, RAG, model management, MCP servers, image generation, and TTS.
Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more.
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI, Product Hunt. MCP server. 290+ stars.
This is the official repository for submitting MCP servers to be included in Cline's MCP Marketplace. If you’ve built an MCP server and want it to be discoverable and easily installable by millions of developers using Cline, submit your server here.
MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Account.
Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.
Context Portal (ConPort): A memory bank MCP server building a project-specific knowledge graph to supercharge AI assistants. Enables powerful Retrieval Augmented Generation (RAG) for context-aware development in your IDE.
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT, Gemini, OpenRouter, Ollama). A practical Claude Code and LangChain alternative.
A Model Context Protocol (MCP) that allows Claude Desktop and other AI tools (Claude Code, Cursor, Antigravity, etc.) to read, analyze, and modify Figma designs
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
Multi-Agent + Automation Harness: Graph-based Workflows, MCP, Self-Improving Agents. NextJs+React
Self-hosted, secure tunnel server in Rust. Expose local HTTP/HTTPS/TCP/UDP services to the public internet via TLS-encrypted WebSocket. Open-source, pay-as-you-go managed option, MCP server for AI agents.
MCP server for interacting with Neon Management API and databases
Context compression for AI coding agents: compresses tool output before it enters the model, dedups repeats to 13-token refs. Claude Code, Cursor, Codex, Kiro, Zed, any MCP client. Rust, zero LLM calls.
~97% token reduction for AI coding sessions — zero deps, 38 languages, MCP server
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.
162 MCP tools for AI-powered Godot 4 development. Scene, animation, 3D, physics, particles, audio, shader, input simulation, runtime analysis, navigation, testing & more. $15 one-time.
Turn any MCP server, OpenAPI spec, or GraphQL endpoint into a CLI at runtime.
Run Claude Code, Codex, Antigravity, Grok Build and OpenCode behind one runtime, and a run only counts as done when checks it didn't write pass. Cross-engine fan-out, councils, session handoff, spend caps, MCP server, ACP agent.
⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes supported now, local docs on the road). Native C++ search core: BM25 + passage ranking in ~15 ms. MCP server for Claude, Cursor, Cline & any MCP client.
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection.
AI assistant integration for n8n workflow automation through Model Context Protocol (MCP). Connect Claude Desktop, ChatGPT, and other AI assistants to n8n for natural language workflow management.
Measure token savings per AI coding agent, optimize context, and share a live local knowledge graph across 16 CLI clients.
SEOMonster: a local, user-credential-driven MCP server for SEO workflows over Google Search Console, GA4, PageSpeed Insights, and Cloudflare. Read-first, open source.
🔧 反检测浏览器 MCP Server | 35 个 JS 逆向工具 + C++ 引擎层 JSVMP 指纹追踪
A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring
MCP server for Anki flashcards: adaptive review, notes, media, and deck management via AnkiConnect.
Adds MCP server to Blockbench
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.
Blitz Strike — a universal MCP security-audit toolbelt. Reconnaissance at speed. Analysis in depth. Validation before report.
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.
MCP Server for interacting with Salesforce instances
Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through WebDriver BiDi
MCP server for full Godot 4.x engine control: 157 tools for AI-driven game development (GDScript and C#/.NET). Tested with Godot 4.7.
Lightweight MCP server for Spotify
High-performance Model Context Protocol (MCP) server for Obsidian that provides AI tools with direct vault access through semantic operations and HTTP transport.
Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python.
Repository containing MCP (Model Context Protocol) servers that provides a suite of tools for managing and interacting with Oracle products.
🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases
A Binary Ninja plugin containing an MCP server that enables seamless integration with your favorite LLM/MCP client.
Multi-instance IDA Pro MCP server — analyze multiple binaries simultaneously through a single MCP endpoint.
Offensive security framework for AI agent infrastructure - recon, credential looting, model exfiltration, poisoning, and attack-path analysis across MCP, A2A, gateways, and AI services. BloodHound for the agentic stack.
MCP Server and Godot Plugin for AI-assisted game development
Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync
Odoo MCP for AI agents — gated writes, multi-instance. Hosted product: https://erpipe.com
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
A MCP Server for Google Scholar: 🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
Local MCP server that gives any AI agent safe desktop control on Windows, macOS and Linux. Reads the screen as text and structure (accessibility + OCR) and acts by element name, with screenshots as the last resort. Multi-monitor aware, verifies every action, one safety gate.
AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP, .NET MAUI — all from natural language.
MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable for any Flutter app. Nowadays it is often called as agentic harness.
💻 Give AI models complete control of your computer (probably a bad idea)
Run existing Model Context Protocol (MCP) stdio-based servers in AWS Lambda functions
Security toolkit for AI agents. Scan your machine for dangerous skills and MCP configs, monitor for supply chain attacks, test prompt injection resistance, and audit live MCP servers for tool poisoning.
Model Context Protocol (MCP) Server for Graphlit Platform
🔥💧🤖 Sparx fork of the mcp-servers-for-revit/revit-mcp project
AWS MCP Proxy Server
Smart code reading for humans and AI agents. Definitions, callers, dependencies and function-level diffs from tree-sitter. One binary, no index. MCP server + CLI. Install: cargo install tilth or npx tilth
Korea public data portal (data.go.kr) API MCP servers
MoLing is a computer-use and browser-use based MCP server. It is a locally deployed, dependency-free office AI assistant.
The most comprehensive MCP server for SideFX Houdini.
An MCP server providing tools for image processing operations
Discover the most comprehensive and up-to-date collection of MCP servers in the market. This repository serves as a centralized hub, offering an extensive catalog of open-source and proprietary MCP servers, complete with features, documentation links, and contributors.
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.
MCP server for Windows OS automation
MCP plugin for Unreal Engine 5.7 & 5.8 — gives AI assistants full read/write access to Blueprints, Materials, Niagara, Animation, Mesh, AI, GAS, Logic Driver, ComboGraph, UI, Audio, plus Reflection Intelligence (decision / risk / C++ reflection / replication queries). 1,400+ actions across 25+ namespaces. Native C++, zero Python dependency.
A Model Context Protocol (MCP) server and plugin for Tauri v2 development
A Model Context Protocol (MCP) server that interfaces with Adobe Photoshop's Python API. Enables LLMs to execute image editing operations, automate workflows, and manage Photoshop tasks through structured commands and context-aware interactions.
Official Heroku server: manage apps, dynos, add-ons, Postgres databases and deployments through the Heroku CLI.
Try a broader search term or clear the filters.
Follow the setup guide on this page (paths and format checked against the official Cline docs). On HookMCP, open any server listing, open the Cline install tab when available, and copy the snippet — 60 of the 131 servers documented for Cline have a ready-made config.
By GitHub stars and recent activity among servers that mention Cline in their docs, headroom by headroomlabs-ai (★ 75.2k, updated today) leads, followed by Context7 and TrendRadar. Pick based on the tools you need and whether you want local stdio or a hosted endpoint.
See the setup guide above — config locations differ by client (JSON for Cursor/Claude Desktop/VS Code/Windsurf/Cline, TOML for Codex, Plugins UI for ChatGPT web). Prefer the path your client's official docs or in-app Open config action show.
69 of 131 servers documented for Cline may need keys or tokens. Pass them as environment variables in the client config, never in chat.
Looking for an app integration instead? Browse integrations like Postgres, GitHub and Slack.