Top 100 MCP-related repositories ranked by latest checked-in stars.
This page is generated from checked-in Claracle artifacts. It does not perform a fresh crawl and can be regenerated with python3 scripts/generate_data_pages.py.
Data Observatory
Most-starred MCP projects as of 2026-W37
Model Context Protocol projects ranked by latest observed GitHub stars from Claracle raw artifacts as of 2026-W37.
Provenance
- As of
- 2026-09-07 (2026-W37)
- Metric
- Latest absolute GitHub stars for repositories with MCP or Model Context Protocol signals.
- Source
- 2026-W21 through 2026-W37 (17 weekly raw artifacts from data/archive/recovered-W23-W29 and data/raw)
- Cadence
- Monthly regeneration from checked-in data/raw and recovered archive artifacts.
- Methodology
- Read the methodology
Ranking
Download JSONClaracle Data Observatory
Top 10 snapshot
Top 10 repositories ranked by absolute stars. Rank numbers and metric labels supplement the lollipop markers.
| Rank | Repository | Metric |
|---|---|---|
| 1 | affaan-m/ECC | 251,639 stars |
| 2 | n8n-io/n8n | 203,582 stars |
| 3 | affaan-m/everything-claude-code | 186,048 stars |
| 4 | Snailclimb/JavaGuide | 158,327 stars |
| 5 | langgenius/dify | 154,668 stars |
| 6 | open-webui/open-webui | 151,156 stars |
| 7 | farion1231/cc-switch | 131,410 stars |
| 8 | Graphify-Labs/graphify | 115,397 stars |
| 9 | punkpeye/awesome-mcp-servers | 94,502 stars |
| 10 | modelcontextprotocol/servers | 90,117 stars |
Showing 100 repositories.
Loading ranking data…
Unable to load ranking data.
Ranking data is not available right now.
This page requires a newer version of the viewer.
No repositories match the current filters.
| Rank | Repository | Metric | Language | Context |
|---|---|---|---|---|
| 1 | affaan-m/ECC The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | 251,639 stars | JavaScript | Matched MCP signal; latest observed in 2026-W37; JavaScript. |
| 2 | n8n-io/n8n Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations. | 203,582 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 3 | affaan-m/everything-claude-code The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. | 186,048 stars | JavaScript | Matched MCP signal; latest observed in 2026-W21; JavaScript. |
| 4 | Snailclimb/JavaGuide Java 面试 & 后端通用面试指南，覆盖计算机基础、数据库、分布式、高并发、系统设计与 AI 应用开发 | 158,327 stars | JavaScript | Matched MCP signal; latest observed in 2026-W37; JavaScript. |
| 5 | langgenius/dify Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. | 154,668 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 6 | open-webui/open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...) | 151,156 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 7 | farion1231/cc-switch A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io | 131,410 stars | Rust | Matched MCP signal; latest observed in 2026-W37; Rust. |
| 8 | Graphify-Labs/graphify Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. | 115,397 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 9 | punkpeye/awesome-mcp-servers A collection of MCP servers. | 94,502 stars | Unknown | Matched MCP signal; latest observed in 2026-W37; Unknown. |
| 10 | modelcontextprotocol/servers Model Context Protocol Servers | 90,117 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 11 | koala73/worldmonitor Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface | 85,721 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 12 | lobehub/lobehub 🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team. | 82,279 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 13 | netdata/netdata The fastest path to AI-powered full stack observability, even for lean teams. | 80,445 stars | Go | Matched MCP signal; latest observed in 2026-W37; Go. |
| 14 | D4Vinci/Scrapling 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! | 78,815 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 15 | Panniantong/Agent-Reach Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | 78,468 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 16 | ComposioHQ/awesome-claude-skills A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows | 70,950 stars | Python | Matched MCP signal; latest observed in 2026-W31; Python. |
| 17 | headroomlabs-ai/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. | 69,164 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 18 | diegosouzapw/OmniRoute Never stop coding. Free MIT AI gateway: one endpoint, 352 providers (150+ free), 1200+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, Desktop/PWA. Built by 550+ contributors | 62,096 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 19 | upstash/context7 Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors | 61,715 stars | TypeScript | Matched MCP signal; latest observed in 2026-W37; TypeScript. |
| 20 | MemPalace/mempalace The best-benchmarked open-source AI memory system. And it's free. | 58,744 stars | Python | Matched MCP signal; latest observed in 2026-W36; Python. |
| 21 | sansan0/TrendRadar ⭐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。 | 57,787 stars | Python | Matched MCP signal; latest observed in 2026-W21; Python. |
| 22 | zylon-ai/private-gpt 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. | 57,490 stars | Python | Matched MCP signal; latest observed in 2026-W36; Python. |
| 23 | CopilotKit/OpenBot Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent. | 2,453 stars | TypeScript | Matched MCP signal; latest observed in 2026-W34; TypeScript. |
| 24 | XiaoDuoYa/codex-with-chatgpt ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness. | 1,501 stars | TypeScript | Matched MCP signal; latest observed in 2026-W36; TypeScript. |
| 25 | cinderline/northcinder Open-source MCP server for comparing products and asking the buyer before purchase. | 1,206 stars | JavaScript | Matched MCP signal; latest observed in 2026-W34; JavaScript. |
| 26 | duty1g/x64dbg-mcp-server x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros | 903 stars | Zig | Matched MCP signal; latest observed in 2026-W35; Zig. |
| 27 | DenisSergeevitch/agents-best-practices Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design. | 757 stars | Unknown | Matched MCP signal; latest observed in 2026-W21; Unknown. |
| 28 | cbrock84/headcount An agent organization for Claude Code, structured as a company — 15+ departments, 125+ skills, each independently installable. | 739 stars | Markdown | Matched MCP signal; latest observed in 2026-W36; Markdown. |
| 29 | winsznx/theeleven Eleven autonomous AI agents open live football prop markets on X Layer — custom Uniswap v4 hook, gasless USDT0 staking. | 702 stars | TypeScript | Matched MCP signal; latest observed in 2026-W27; TypeScript. |
| 30 | rebel0789/codexpro Use ChatGPT Developer Mode as a local coding agent for your repo through MCP. | 639 stars | JavaScript | Matched MCP signal; latest observed in 2026-W26; JavaScript. |
| 31 | muhammadqasimkalhoro94-blip/claude-zeroclaw-agentics 🚀 ZeroClaw Subagents 2026: AI Orchestration with Claude Code Router & MCP | 421 stars | Unknown | Matched MCP signal; latest observed in 2026-W22; Unknown. |
| 32 | vshulcz/deja-vu Your agents already solved this. deja finds it — retroactive search and MCP recall over the session logs your coding agents already wrote. Cross-agent, SSH-portable, one zero-dep binary, fully local. | 387 stars | Go | Matched MCP signal; latest observed in 2026-W30; Go. |
| 33 | sv-number/mcp-server MCP server for AI agents that need a phone number: order a private number in any country, read the SMS verification code, hand it back. | 381 stars | JavaScript | Matched MCP signal; latest observed in 2026-W33; JavaScript. |
| 34 | okf-memory/okf-agent-memory Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go. | 377 stars | Go | Matched MCP signal; latest observed in 2026-W37; Go. |
| 35 | jdevalk/specification.website Website specification — HTML, accessibility, security, SEO, agent-readiness. Platform-agnostic, sourced, MIT. | 342 stars | TypeScript | Matched MCP signal; latest observed in 2026-W23; TypeScript. |
| 36 | testerlingcodo/gemini-antigravity-cli gemini antigravity 2.0 cli google terminal ai agent tool agy migration guide mcp server plugin slash commands gemini 3.5 flash coding agent tool free | 312 stars | TypeScript | Matched MCP signal; latest observed in 2026-W22; TypeScript. |
| 37 | adtexterry-lgtm/unigit-ecosystem UNIGIT public brand and ecosystem hub — AI should work for everyone. | 305 stars | JavaScript | Matched MCP signal; latest observed in 2026-W37; JavaScript. |
| 38 | PolyMomentum-Labs/.github Official docs for PolyMomentum — Polymarket CLOB V2 integration, trading strategies, bot architecture, and OpenClaw/MCP AI workflows. | 287 stars | Unknown | Matched MCP signal; latest observed in 2026-W23; Unknown. |
| 39 | SuperJJ007/CSSwitch 帮你的 Claude Science 一键接入你自己的 API：DeepSeek / 通义千问 / 智谱 GLM / Kimi / MiniMax / 小米 MiMo / 硅基流动 / OpenRouter / 任意 OpenAI·Anthropic 兼容端点 | 263 stars | Rust | Matched MCP signal; latest observed in 2026-W28; Rust. |
| 40 | PlaceNL2026/best-of-algorithmic-trading algorithmic trading curated list quant finance trading bots backtesting technical analysis crypto open-source freqtrade hummingbot fintech Python TypeScript resources MCP quantopian-style rankings | 246 stars | TypeScript | Matched MCP signal; latest observed in 2026-W21; TypeScript. |
| 41 | Callous-0923/agent-study 36章AI Agent全栈课程：从ReAct循环到Claude Code逆向、MCP/A2A协议、RAG、DSPy、生产可观测性——全部为可运行Python文件，面试导向。 | 245 stars | HTML | Matched MCP signal; latest observed in 2026-W21; HTML. |
| 42 | eli-labz/Godcoder A local-first, open-source coding agent for your desktop. Bring your own LLM key; your code stays on your machine and only ever leaves to the model provider. The AI Agent builds its own Harnes. | 245 stars | Rust | Matched MCP signal; latest observed in 2026-W27; Rust. |
| 43 | cristicretu/diri Native macOS orchestrator for coding agents — run Claude Code, Codex, Cursor, Gemini and shells in parallel across git worktrees and remote hosts | 236 stars | Rust | Matched MCP signal; latest observed in 2026-W33; Rust. |
| 44 | dex-original/okx-agent-trade-kit okx trading bot okx agent mcp cli cryptocurrency okx api automated trading typescript okx trading bot model context protocol cursor ai trading crypto spot futures okx trading bot npm pnpm okx mcp open source quant defi cex okx trading bot algorithmic trading crypto bot okx trading bot okx api mcp okx trading bot crypto mcp | 230 stars | TypeScript | Matched MCP signal; latest observed in 2026-W21; TypeScript. |
| 45 | aresyn/codex-control-plane-mcp Durable MCP control plane for long-running Codex Desktop tasks | 221 stars | Python | Matched MCP signal; latest observed in 2026-W26; Python. |
| 46 | ZSeven-W/dsh-ios DeepSeek Harness (DSH) plugin: a live iOS Simulator — and a USB-connected iPhone — inside the conversation. 22 agent tools for booting, building, driving the UI by accessibility identity, OCR text or list rows, plus a streaming sidebar panel you can tap and drag on. | 221 stars | TypeScript | Matched MCP signal; latest observed in 2026-W35; TypeScript. |
| 47 | JordyZomer/lemmalog A Datalog engine for LLM agent memory: stratified rules, provenance-tracked facts, incremental derivation, and an MCP server that lets your harness use it as a shared brain. | 211 stars | Rust | Matched MCP signal; latest observed in 2026-W36; Rust. |
| 48 | risa-labs-inc/BossConsole Open-source, multi-platform harness for AI agents — a native, multi-threaded operator's console (JVM, not Electron) to run Claude Code, Codex, Gemini or OpenCode with a real browser, terminal, editor, secrets & 100+ MCP tools. Built for enterprises, science & research. | 199 stars | Kotlin | Matched MCP signal; latest observed in 2026-W31; Kotlin. |
| 49 | yolfinance/yolfi-agent Yolfi Agent Kit SDK, CLI, and MCP server for AI coding agents. | 180 stars | JavaScript | Matched MCP signal; latest observed in 2026-W26; JavaScript. |
| 50 | 0xwilliamortiz/openclaude-improved runs anywhere. uses anything | 175 stars | TypeScript | Matched MCP signal; latest observed in 2026-W31; TypeScript. |
| 51 | sandbaseai/managed-agents Open-source CMA-compatible agent runtime. Run multi-agent systems locally with any model (Ollama/vLLM/Claude/GPT), MCP tools, scenario templates, and a beautiful dashboard. One command start. Built for enterprise teams. | 172 stars | TypeScript | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 52 | Oft3r/agentic-trading-desk AI-assisted trading desk for short-term technical analysis on stocks & ETFs via Robinhood MCP. Deterministic Python engines score each asset on a three-pillar framework (Trend · Momentum · Macro-Sentiment) using EMA, RSI, MACD, TRIX & Bollinger Bands. The AI fetches data; the scripts compute; the human approves every order. | 169 stars | Python | Matched MCP signal; latest observed in 2026-W28; Python. |
| 53 | squall01337/mixamo-llm-mocap Turn any video into a Mixamo-rig animation - GVHMR estimator, spec-driven retarget, FK apply in Blender via MCP. Works with any Mixamo character; built to be operated end-to-end by an AI agent. | 168 stars | Python | Matched MCP signal; latest observed in 2026-W34; Python. |
| 54 | kgoedecke/doop The open-source alternative to Paper.design. A multiplayer design canvas where humans and AI agents design together, live. MCP built in. | 165 stars | TypeScript | Matched MCP signal; latest observed in 2026-W35; TypeScript. |
| 55 | ai4s-research/open-science Open Science — an open AI workbench for scientists. Open-source alternative to Claude Science: local-first, model-agnostic, reproducible AI research desktop (macOS & Windows), built on Tauri + MCP + agent skills. | 157 stars | TypeScript | Matched MCP signal; latest observed in 2026-W28; TypeScript. |
| 56 | RongleCat/grok-go Local multi-account Grok gateway for Codex (API + MCP). 本地多账号 Grok 网关，面向 Codex。 | 138 stars | Rust | Matched MCP signal; latest observed in 2026-W29; Rust. |
| 57 | pueschel88/Tradingview-MCP Tradingview MCP server for controlling Tradingview Desktop from Claude Code via Chrome DevTools Protocol | 133 stars | TypeScript | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 58 | opentokenz/mcpx MCPX 是运行在开发环境中的 MCP Runtime（网关）。ChatGPT、Claude、Cursor、Grok 及其他支持 Streamable HTTP 的 MCP 客户端，可以通过统一工具面理解项目、查看 Unified Diff、修改源码、运行任务、采集环境信息，并调用本地 MCP 与 Skill。 | 132 stars | Go | Matched MCP signal; latest observed in 2026-W32; Go. |
| 59 | PentHertz/grimoire Offensive knowledge, offline. One search box for every playbook. | 132 stars | Python | Matched MCP signal; latest observed in 2026-W25; Python. |
| 60 | kitforai/kitforai Kit for AI developer hub — official SDK, Claude Code plugin, MCP setup, and llms.txt. | 131 stars | TypeScript | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 61 | qa10devteam/behive Open-source deep research engine that builds structured knowledge graphs. MCP-native. avg 0.82+ quality. | 127 stars | Python | Matched MCP signal; latest observed in 2026-W32; Python. |
| 62 | PlaceNL2026/okx-agent-trade-kit OKX trading MCP CLI cryptocurrency spot futures swap AI agent Model Context Protocol Cursor Claude npm automated trading crypto API toolkit TypeScript open-source DeFi CEX | 126 stars | TypeScript | Matched MCP signal; latest observed in 2026-W21; TypeScript. |
| 63 | nhevers/project-r0x Official SDK, Claude Code plugin and facilitator docs for r0x, the x402 facilitator for Robinhood Chain. | 124 stars | TypeScript | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 64 | romangojiberryAI/gojiberryai-sales-os GojiberryAI Sales OS: a full AI outbound team for Grok Bot, powered by the GojiberryAI MCP. | 123 stars | Unknown | Matched MCP signal; latest observed in 2026-W37; Unknown. |
| 65 | Manavarya09/public-apis-live Every public API in one place — aggregated, deduped, and auto-checked for reachability. Refreshed daily. npm + Claude plugin + live search. | 118 stars | TypeScript | Matched MCP signal; latest observed in 2026-W26; TypeScript. |
| 66 | claude-code-ai-anthropic/free-claude-code-ai-desktop-app Free Claude Code Api desktop — claude ai free cli anthropic ai claude pro coding claude fable free agent terminal claude fable 5 assistant open source git integration mcp server free api key setup guide config | 113 stars | TypeScript | Matched MCP signal; latest observed in 2026-W25; TypeScript. |
| 67 | joe960913/Jixu A durable single-Agent Harness for TypeScript with recoverable Threads, explicit side-effect boundaries, and a native terminal UI. | 113 stars | TypeScript | Matched MCP signal; latest observed in 2026-W35; TypeScript. |
| 68 | Derpyu520/qq-bridge Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more. | 112 stars | JavaScript | Matched MCP signal; latest observed in 2026-W36; JavaScript. |
| 69 | sosoj92/jarvis-assistant-vocal Assistant vocal local en francais : Claude ou Ollama (offline), domotique Hue, OBS, agenda, navigateur, appels Twilio, serveur MCP. Python. | 110 stars | Python | Matched MCP signal; latest observed in 2026-W33; Python. |
| 70 | HaddenHunter/SkillForge 给 AI Coding Agent（Claude Code / Cursor / Codex / Gemini CLI）用的 **技能版 npm** —— 本地优先、模型无关、MCP 原生。 | 105 stars | Unknown | Matched MCP signal; latest observed in 2026-W33; Unknown. |
| 71 | cporter202/coreclaw-api-directory An unofficial, categorized directory of 118 CoreClaw Worker APIs for web scraping, automation, lead generation, e-commerce, social data, and more. | 104 stars | Python | Matched MCP signal; latest observed in 2026-W31; Python. |
| 72 | Aimino-Tech/opendocswork-mcp Rust-native MCP server for Office document processing (Excel, Word, PowerPoint). Sub-millisecond, local-first, open source. | 102 stars | Rust | Matched MCP signal; latest observed in 2026-W23; Rust. |
| 73 | michaelshimeles/boring-computers On-demand Linux computers you can hand to an AI — real Firecracker microVMs with a browser, terminal, coding agents, and an AI that drives them. | 93 stars | Go | Matched MCP signal; latest observed in 2026-W28; Go. |
| 74 | ruvnet/agent-harness-generator 🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox). | 93 stars | TypeScript | Matched MCP signal; latest observed in 2026-W25; TypeScript. |
| 75 | dabberman456/finance-mcp-app Finance MCP app designed to manage personal finances for goal tracking, expense management, and financial insights in a clean and user-friendly interface. | 91 stars | TypeScript | Matched MCP signal; latest observed in 2026-W30; TypeScript. |
| 76 | JesusRS1/stock-trade-finance-api Stock Trade MCP server in Tiingo with stock prices, news, forex, and fundamentals programmatically via the MCP | 91 stars | TypeScript | Matched MCP signal; latest observed in 2026-W30; TypeScript. |
| 77 | yc-duan/fastctx Fast, context-efficient repository tools for AI agents (MCP) | 90 stars | Rust | Matched MCP signal; latest observed in 2026-W30; Rust. |
| 78 | lotchuazzz-crypto/papergraph-mcp Turn arXiv and LaTeX mathematical papers into theorem dependency graphs for AI agents through MCP. | 89 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 79 | icebird1998/scientific-illustrator Editable scientific figures in PowerPoint and draw.io via Codex/MCP with Designer-Drawer-Reviewer-Corrector quality gates. | 87 stars | JavaScript | Matched MCP signal; latest observed in 2026-W31; JavaScript. |
| 80 | marketcaper/mcp Finance data and heatmap images for AI Agents Hermes OpenClaw | 87 stars | Unknown | Matched MCP signal; latest observed in 2026-W30; Unknown. |
| 81 | RankSpotAI/awesome-seo-mcp A curated list of MCP servers for SEO. Search Console, keywords, backlinks, crawling, SERPs and AI search visibility, verified with install details and auth requirements. | 85 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 82 | alxgntv/substack-api-mcp MCP server for Substack posts (FastMCP + substack-api-client) | 80 stars | Python | Matched MCP signal; latest observed in 2026-W32; Python. |
| 83 | lianghsun/open-sheet The spreadsheet framework built for agents — write the model as React, export a live .xlsx. The third medium, after open-slide and open-doc. | 80 stars | TypeScript | Matched MCP signal; latest observed in 2026-W35; TypeScript. |
| 84 | dikurdikur/palmier-pro-windows Palmier Pro AI video editor macOS windows timeline multitrack NLE footage model context protocol MCP server agent Claude Cursor Swift SwiftUI AVFoundation storyboard audio prores metal automation rendering fx | 79 stars | C# | Matched MCP signal; latest observed in 2026-W26; C#. |
| 85 | PerfectXM/mcp-db-server 🔥 让 AI 直接操刀你的数据库！无状态 MCP 数据库服务，支持 MySQL / PostgreSQL / SQLite / SQL Server / Oracle / H2，连接参数即传即用，零持久化零配置。 | 77 stars | Java | Matched MCP signal; latest observed in 2026-W26; Java. |
| 86 | bybit-exchange/kaas Turn scattered notes, docs and transcripts into a queryable Markdown wiki — an LLM knowledge-base compiler with MCP access, no embeddings, self-hosted. | 76 stars | Python | Matched MCP signal; latest observed in 2026-W32; Python. |
| 87 | simonlin1212/Vibe-Research Vibe-Research: Your Personal Trading Research Agent · A股/美股/港股 的个人投研 Agent：每日复盘、资讯雷达、个股数据、板块中心、我的持仓、研究记录。Vibe-Research 把数据和功能配齐，由你自己的 AI 驱动投资研究。 | 76 stars | TypeScript | Matched MCP signal; latest observed in 2026-W28; TypeScript. |
| 88 | talivia-group/agent Revenue-first website analytics installed and verified by AI agents through MCP | 71 stars | JavaScript | Matched MCP signal; latest observed in 2026-W32; JavaScript. |
| 89 | lacvietanh/aki-mcp-sv Custom MCP để làm việc với dự án trên máy tính qua claude web, chatgpt web | 70 stars | JavaScript | Matched MCP signal; latest observed in 2026-W33; JavaScript. |
| 90 | MegaTroll222/VOX-COLLAGE-BROLL Turn one spoken line into a paper-collage explainer video — Claude Code skill + MaxFusion MCP. English adaptation of gbro-collage-broll by pyang5166. | 70 stars | Unknown | Matched MCP signal; latest observed in 2026-W30; Unknown. |
| 91 | bsab/italia-mcp-servers Catalogo curato dei server MCP (Model Context Protocol) italiani — dati pubblici, legal-tech, fatturazione, PA e altro. | 69 stars | Python | Matched MCP signal; latest observed in 2026-W37; Python. |
| 92 | HuolalaTech/huolala-figma-mcp Huolala's in-house MCP service that automatically converts Figma designs into high-fidelity UI code. | 68 stars | Python | Matched MCP signal; latest observed in 2026-W25; Python. |
| 93 | totec448-spec/chat-on-steroids Local Windows coding and computer-use bridge for ChatGPT over MCP, limited to folders and capabilities you approve. | 67 stars | TypeScript | Matched MCP signal; latest observed in 2026-W35; TypeScript. |
| 94 | tonnode/mcp TON MCP server for Claude, ChatGPT, Cursor, Codex and any MCP client — liteserver queries over native ADNL: balances, account state, transaction history, get-methods. Private & archive endpoints supported | 66 stars | TypeScript | Matched MCP signal; latest observed in 2026-W30; TypeScript. |
| 95 | mintdotgg/mint-threejs-skills Agent guidance for building polished Three.js apps and games with Mint MCP | 65 stars | TypeScript | Matched MCP signal; latest observed in 2026-W29; TypeScript. |
| 96 | wassermanproductions/wassermans-filmmaker-suite Wasserman's Filmmaker Suite — Blockout, Motion Previs Studio, Stem Studio, and the Unofficial DaVinci MCP: AI-native filmmaking from first blocking to final mix. | 65 stars | Unknown | Matched MCP signal; latest observed in 2026-W29; Unknown. |
| 97 | nextdev-labs/mcp Open-source MCP server for the Nextdev Agent Usability Index — query, recommend, and compare APIs by agent-readiness. Hosted at https://www.joinnextdev.com/api/mcp. | 62 stars | TypeScript | Matched MCP signal; latest observed in 2026-W24; TypeScript. |
| 98 | zmustafa/AzureSupportAgent AI-driven Azure operations workbench. Chat with your tenant, investigate incidents with a team of specialist AI agents, and assess, monitor & remediate your cloud — runs in your own subscription. One-click deploy. | 61 stars | Python | Matched MCP signal; latest observed in 2026-W25; Python. |
| 99 | augety121/MCP-State-Twin 用于可复现 AI Agent 评测的确定性、可分叉、有状态 MCP 测试世界——不对生产环境产生副作用。Deterministic, forkable, stateful MCP test worlds for reproducible AI agent evaluation—without production side effects. | 60 stars | Go | Matched MCP signal; latest observed in 2026-W34; Go. |
| 100 | rokbenko/quackd 🦆🧠 Give your Microduck a brain. Tell a small robot with two legs what you want in plain language. An LLM (Claude, OpenAI, Gemini, Grok, or a local model via Ollama, vLLM or llama.cpp) uses the skills it already has to do it. Includes a simulator, .duck task files and MCP. Apache 2.0 license. | 60 stars | Python | Matched MCP signal; latest observed in 2026-W36; Python. |