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Every vibe coding tool. One curated board.

Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.

$installone command in, sandboxed
$removeone command out, zero residue
$clone-stackbatch-install a whole builder setup
Browse the board →
9 added today · 27.2M stars tracked
5 builders · 9 categories
Platform:
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Tool type:
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01
ui-ux-pro-max-skillUUniversalAn AI SKILL that provide design intelligence for building professional UI/UX multiple platforms
111k
updated 13d ago
02
system_prompts_leaksMMultipleExtracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5....
61k
updated 10d ago
03
Understand-AnythingMMultipleGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, a...
76k
updated 10d ago
04
graphifyMMultipleTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill...
97k
updated 9d ago
05
open-designMMultipleThe open-source Claude Design alternative. Local-first desktop app. Your coding agent becomes the design e...
82k
updated 9d ago
06
OpenMontageUUniversalWorld's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and...
43k
updated 9d ago
07
rtkUUniversalCLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
74k
updated 9d ago
08
awesome-llm-appsUUniversal100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
124k
updated 9d ago
09
CowAgentUUniversalOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...
46k
updated 10d ago
10
headroomUUniversalCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...
63k
updated 9d ago

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fxhoudinimcpThe most comprehensive MCP server for SideFX Houdini.
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affine-mcp-serverModel Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and colla...
MCP
235
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mcp-automemMCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversat...
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63
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godot-mcp-enhancedEnhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headless + editor + game bridge)...
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coding-tools-mcpGive any AI agent the ability to code
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gemini-notebook-mcp-cliProgrammatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and A...
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01MCP Server Explained: Tools vs Resources vs PromptsMedium02Can Your Agent Search for MCPs?Medium03Vibe code your first Android app with Antigravity 2.0 & Android StudioMedium04AgentOS: A Runtime for AI Coding AgentsMedium05Enterprise MCP Use Cases: 2026 Roadmap and TrendsMedium06Your LLM Trace Is Green, and the Agent Still FailedMedium07I Built a Bounded LLM Gateway to Test When Provider Fallback Is Worth ItMedium08AI Agents as Business Intelligence AnalystsMediumREAD_FULL_BRIEFING
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TOOLS_INDEXED: 6852ADDED_TODAY: 9STARS_TRACKED: 27.2MBUILDERS_INSIDE: 5CATEGORIES: 9LATEST_ADD: fxhoudinimcpTOP_MOVER: ui-ux-pro-max-skill TOOLS_INDEXED: 6852ADDED_TODAY: 9STARS_TRACKED: 27.2MBUILDERS_INSIDE: 5CATEGORIES: 9LATEST_ADD: fxhoudinimcpTOP_MOVER: ui-ux-pro-max-skill
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125 projects found

U
CowAgentstar
MCP Server

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...

Featured build46k repo stars13847 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line ins…

U
jcode
MCP Server

The most RAM effiecent harness

Stack favorite12k repo stars3577 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The most RAM effiecent harness. An open-source mcp server for the AI coding ecosystem.

U
Everywhere
MCP Server

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act...

Stack favorite6.2k repo stars1858 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.. An open-source mcp server for the AI coding ecosystem.

U
mockserver-monorepo
MCP Server

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic,...

Stack favorite4.9k repo stars1478 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP…

U
lemonade
MCP Server

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Joi...

Stack favorite5.1k repo stars1540 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk. An open-source mcp server …

Unity-MCP
MCP Server

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient tok...

Stack favorite3.7k repo stars368 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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 s…

U
dbx
MCP Server

20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, Mongo...

Stack favorite12k repo stars3588 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, deskto…

U
slackdump
MCP Server

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

Stack favorite2.7k repo stars270 builder votes
Updated 12d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

U
webclaw
MCP Server

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST...

Stack favorite1.8k repo stars185 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

U
mongodb-mcp-server
MCP Server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

Stack favorite1.1k repo stars109 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

bernstein
MCP Server

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordina...

Builder signal739 repo stars74 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identi…

ai-guide
MCP Server

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示...

Stack favorite18k repo stars5322 builder votes
Updated 6d agoGo, Spring, Claude, GPT
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Go, Spring, Claude, GPT

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)…

U
novamira
MCP Server

MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations

Builder signal541 repo stars54 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations

claudexor
MCP Server

Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude...

Builder signal323 repo stars97 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.. An…

U
sonarqube-mcp-server
MCP Server

Official SonarQube MCP Server for code quality and security in AI agents

Builder signal605 repo stars61 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Official SonarQube MCP Server for code quality and security in AI agents

U
VibeUE
MCP Server

Unreal Engine Vibe Coding tool

Builder signal533 repo stars160 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Unreal Engine Vibe Coding tool. An open-source mcp server for the AI coding ecosystem.

deja-vu
MCP Server

Your agents already solved this. deja finds it — memory operations for fifteen coding agents: retroactive search and...

Builder signal467 repo stars47 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Your agents already solved this. deja finds it — memory operations for fifteen coding agents: retroactive search and MCP recall (84.9% hit@1 on LongMemEval-S, no LLM), search by when it hap…

U
biomcp
MCP Server

BioMCP: Biomedical Model Context Protocol

Builder signal554 repo stars55 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

BioMCP: Biomedical Model Context Protocol

U
PerformanceMonitor
MCP Server

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP ser...

Builder signal440 repo stars44 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.

U
plinth
MCP Server

Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, S...

Builder signal423 repo stars127 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers.. An open-source mcp server for the AI coding eco…

U
tokensave
MCP Server

The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrati...

Builder signal495 repo stars50 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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 understandin…

network-sketcher
MCP Server

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network...

Builder signal373 repo stars37 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration…

Claude-Skills
MCP Server

368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, com...

Builder signal395 repo stars40 builder votes
Updated 28d ago
Builder signalGetting enough attention to influence how people assemble their stack.

368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Co…

U
caura-memclaw
MCP Server

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, a...

Builder signal380 repo stars38 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

rosetta
MCP Server

Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics

Builder signal320 repo stars32 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics

skilldock
MCP Server

SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CL...

Builder signal336 repo stars101 builder votes
Updated 21d ago
Builder signalGetting enough attention to influence how people assemble their stack.

SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CLI, and other AI coding tools. Install, organize, edit, sync, and update …

wmux
MCP Server

Workspace multiplexer for AI coding agent

Builder signal295 repo stars30 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Workspace multiplexer for AI coding agent

mcpsnoop
MCP Server

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, l...

Builder signal299 repo stars30 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

ai-code-interface.el
MCP Server

Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more

Builder signal264 repo stars79 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more. An open-source mcp server for the AI coding ecosystem.

file-system-like-github
MCP Server

Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to...

Builder signal296 repo stars30 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic & hybrid s…

servicenow-mcp
MCP Server

ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi...

Builder signal227 repo stars23 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery, read-only …

jdocmunch-mcp
MCP Server

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

Builder signal200 repo stars20 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

U
eclipse-chatgpt-plugin
MCP Server

Eclipse IDE as an MCP Server for AI Agents

Builder signal161 repo stars16 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Eclipse IDE as an MCP Server for AI Agents

Generative-Media-Skills
MCP Server

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and a...

Stack favorite3.9k repo stars1175 builder votes
Updated 6d agoGPT, Claude
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
GPT, Claude

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.. An open-source mcp server for the …

canvas-mcp
MCP Server

Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and...

Builder signal167 repo stars17 builder votes
Updated 17d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0

U
mcp-server-solidworks
MCP Server

This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.

Builder signal158 repo stars16 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.

mcp-server-synology
MCP Server

Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage...

Builder signal138 repo stars14 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. …

U
editor-mcp-server
MCP Server

MCP Server for AI automation of the PlayCanvas Editor

Builder signal126 repo stars13 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP Server for AI automation of the PlayCanvas Editor

U
frontmcp
MCP Server

TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the pr...

Builder signal146 repo stars15 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.

U
dynatrace-mcp
MCP Server

MCP server for Dynatrace Observability

Builder signal132 repo stars13 builder votes
Updated 13d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for Dynatrace Observability

U
dbhub
MCP ServerData & Database

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Stack favorite3.2k repo stars971 builder votes
Updated 5d agoGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.. An open-source mcp server for the AI coding ecosystem.

U
gemini-notebook-mcp-cli
MCP Server

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and A...

Stack favorite5.6k repo stars1693 builder votes
Updated today
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.. An open-source mcp server for the AI coding ecosystem.

U
mcp-atlassian
MCP Server

MCP server for Atlassian tools (Confluence, Jira)

Stack favorite5.6k repo stars1688 builder votes
Updated 6d agoGo, Claude, Docker
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Claude, Docker

MCP server for Atlassian tools (Confluence, Jira). An open-source mcp server for the AI coding ecosystem.

houtini-lm
MCP Server

MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ol...

Builder signal99 repo stars10 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.

pad
MCP Server

Project Management for the agent era

Builder signal96 repo stars10 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Project Management for the agent era

ckb
MCP Server

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and arch...

Builder signal107 repo stars11 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

U
daofy
MCP Server

Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.

Rising build89 repo stars9 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.

sub-agents-mcp
MCP Server

Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

Rising build93 repo stars9 builder votes
Updated 13d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

U
mcp-server
MCP Server

The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.

Rising build94 repo stars9 builder votes
Updated 12d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.

scryer
MCP Server

Model-driven development for coding agents. Plan changes in a shared responsibility model mapped to your code; your a...

Rising build78 repo stars8 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Model-driven development for coding agents. Plan changes in a shared responsibility model mapped to your code; your agent reads, modifies, and implements it through a built-in MCP server.

plumb-mcp
MCP Server

Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in altern...

Rising build67 repo stars7 builder votes
Updated 23d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Win…

U
orionbelt-semantic-layer
MCP Server

Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into opti...

Rising build69 repo stars7 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into optimized SQL, semantic context, KPIs, and DQ rules.

last9-mcp-server
MCP Server

Last9 MCP Server

Rising build59 repo stars6 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

Last9 MCP Server

U
gantry
MCP Server

Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App In...

Rising build52 repo stars5 builder votes
Updated 28d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App Intents. Free and open source.

U
linkedapi-mcp
MCP Server

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

Rising build61 repo stars6 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

U
esa-mcp-server
MCP Server

esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)

Rising build61 repo stars6 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)

U
dunetrace
MCP Server

Real-time monitoring of production AI agents.

Rising build58 repo stars6 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Real-time monitoring of production AI agents.

U
redmine-mcp-server
MCP Server

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

Rising build58 repo stars6 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

premiere-pro-mcp
MCP Server

Adobe Premiere Pro MCP server with 269 AI video editing tools for timeline automation, effects, media management, and...

Builder signal145 repo stars15 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Adobe Premiere Pro MCP server with 269 AI video editing tools for timeline automation, effects, media management, and export.

app-store-connect-mcp
MCP Server

Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools from Apple's...

Rising build42 repo stars4 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools from Apple's official OpenAPI spec, AI review triage and reply drafting, confirm-bef…

asc-mcp
MCP Server

MCP server for App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more f...

Rising build50 repo stars5 builder votes
Updated 1mo ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

MCP server for App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more from Claude, Cursor, VS Code, or any MCP client

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knowledge-base-mcp-server
MCP Server

This MCP server provides tools for listing and retrieving content from different knowledge bases.

Rising build50 repo stars5 builder votes
Updated 13d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

This MCP server provides tools for listing and retrieving content from different knowledge bases.

EGC
MCP Server

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, C...

Rising build39 repo stars4 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 20+ AI coding tools with zero configuration. Every ta…

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logic-pro-mcp
MCP Server

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

Rising build42 repo stars4 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

roslyn-codelens-mcp
MCP Server

Roslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation,...

Rising build35 repo stars4 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

Roslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation, call graphs, diagnostics & code fixes, code-quality auditing, test intel…

scrivener-mcp
MCP Server

The definitive MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and a...

Rising build37 repo stars4 builder votes
Updated 13d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

The definitive MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and any AI assistant. 53 tools: document management, writing analysis, conten…

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ggmcp
MCP Server

MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 secret types and prevents c...

Rising build37 repo stars4 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 secret types and prevents credential leaks before code is made public.

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mcpmate
MCP Server

MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime v...

Rising build32 repo stars3 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.

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Opptrix
MCP Server

Opptrix — 大模型驱动的投研助手 | Open-source LLM research assistant for China A-shares. 40+ MCP tools, factor screening, backte...

Builder signal149 repo stars15 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Opptrix — 大模型驱动的投研助手 | Open-source LLM research assistant for China A-shares. 40+ MCP tools, factor screening, backtest, watchlist & Electron desktop. TypeScript · React · Fastify monorepo.

browser-mcp
MCP Server

Drive your real, logged-in Chrome from any AI agent (Claude Code, Cursor, VS Code) — works where headless dies. Reads...

Early signal24 repo stars2 builder votes
Updated 10d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Drive your real, logged-in Chrome from any AI agent (Claude Code, Cursor, VS Code) — works where headless dies. Reads emailed login codes from your Gmail, solves CAPTCHAs, 34 tools. MIT, lo…

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mcp
MCP Server

Teamwork.com MCP server

Early signal23 repo stars2 builder votes
Updated 11d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Teamwork.com MCP server

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mcp-screenshot-server
MCP Server

An MCP server that provides AI assistants with screenshot capabilities — both web page capture via Puppeteer and cros...

Rising build26 repo stars3 builder votes
Updated 14d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

An MCP server that provides AI assistants with screenshot capabilities — both web page capture via Puppeteer and cross-platform system screenshots using native OS tools.

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miro-mcp-server
MCP Server

MCP server for controlling Miro whiteboards with AI assistants

Rising build26 repo stars3 builder votes
Updated 18d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for controlling Miro whiteboards with AI assistants

octomind
MCP Server

Plug and play AI agents for any domain

Rising build91 repo stars9 builder votes
Updated 6d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

Plug and play AI agents for any domain

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reportportal-mcp-server
MCP Server

MCP server for ReportPortal

Early signal21 repo stars2 builder votes
Updated 27d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server for ReportPortal

Contextcore
MCP Server

ContextCore: An MCP server for Claude (or any AI tool) that enables massive token saving through hybrid search (BM25...

Early signal22 repo stars2 builder votes
Updated 1mo ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

ContextCore: An MCP server for Claude (or any AI tool) that enables massive token saving through hybrid search (BM25 + Embeddings)

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insights-mcp
MCP Server

An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM

Early signal22 repo stars2 builder votes
Updated 10d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM

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t2000
MCP Server

Agentic finance infrastructure.

Early signal22 repo stars2 builder votes
Updated 9d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Agentic finance infrastructure.

hmem
MCP Server

Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.

Early signal21 repo stars2 builder votes
Updated 18d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.

systemprompt-template
MCP Server

AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a single compiled Rust binary th...

Early signal19 repo stars2 builder votes
Updated 10d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a single compiled Rust binary that authenticates, authorises, rate-limits, logs, and costs every AI inte…

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Metabase-MCP-Server
MCP Server

Backend integration layer that connects your Metabase instance with AI assistants using the Model Context Protocol (MCP)

Early signal16 repo stars2 builder votes
Updated 17d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Backend integration layer that connects your Metabase instance with AI assistants using the Model Context Protocol (MCP)

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doit-mcp-server
MCP Server

DoiT official MCP Server

Early signal13 repo stars1 builder vote
Updated 12d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

DoiT official MCP Server

mcp-automem
MCP Server

MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversat...

Rising build63 repo stars6 builder votes
Updated today
Rising buildEarly proof is forming around this project before it turns obvious.

MCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversations.

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memoryweb
MCP Server

A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by typed, narrative edges.

Early signal12 repo stars1 builder vote
Updated 13d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by typed, narrative edges.

paparats-mcp
MCP Server

Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace i...

Early signal10 repo stars1 builder vote
Updated 9d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cu…

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fxhoudinimcp
MCP Server

The most comprehensive MCP server for SideFX Houdini.

Builder signal138 repo stars14 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

The most comprehensive MCP server for SideFX Houdini.

affine-mcp-server
MCP Server

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and colla...

Builder signal235 repo stars24 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.

Model Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and collaboration APIs over stdio or HTTP.

godot-mcp-enhanced
MCP Server

Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headless + editor + game bridge)...

Rising build76 repo stars8 builder votes
Updated today
Rising buildEarly proof is forming around this project before it turns obvious.

Enhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headless + editor + game bridge), secure sandbox, recording & frame-verify, cross-version CI.

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coding-tools-mcp
MCP Server

Give any AI agent the ability to code

Builder signal351 repo stars35 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Give any AI agent the ability to code

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innoshop
MCP Server

InnoShop is an AI-powered open source e-commerce system built on Laravel 13, designed for global commerce. It support...

Builder signal648 repo stars65 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

InnoShop is an AI-powered open source e-commerce system built on Laravel 13, designed for global commerce. It supports multiple AI models for intelligent automation, with native multi-langu…

U
nitrostack
MCP Server

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

Stack favorite1.8k repo stars179 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.

x-use
MCP Server

Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.

Builder signal148 repo stars15 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Browser-native AI agents for X (Twitter): multi-account, MCP-ready, no X API key required.

U
Equibles
MCP Server

An open-source, self-hosted mini Bloomberg Terminal for AI agents, exposed as an MCP server — SEC filings, institutio...

Builder signal184 repo stars18 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

An open-source, self-hosted mini Bloomberg Terminal for AI agents, exposed as an MCP server — SEC filings, institutional holdings, insider trading, congressional trades, and short data from…

mcp-searxng
MCP Server

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

Stack favorite1.1k repo stars107 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Cursor AI

Private web search for AI assistants via SearXNG — supports Claude, Cursor, and any MCP client

CloudBase-AI-Toolkit
MCP Server

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

Stack favorite1.1k repo stars107 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

U
fastmcpstar
MCP Server

The fast, Pythonic way to build MCP servers and clients.

Featured build27k repo stars2679 builder votes
Updated 4d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

The fast, Pythonic way to build MCP servers and clients.

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robloxstudio-mcp
MCP Server

MCP server for Roblox Studio runtime debugging, playtest control, screenshots/input, multiplayer testing, and per-pee...

Builder signal122 repo stars12 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for Roblox Studio runtime debugging, playtest control, screenshots/input, multiplayer testing, and per-peer server/client eval from AI agents.

U
pageindex-mcp
MCP Server

MCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tr...

Builder signal370 repo stars37 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for PageIndex. PageIndex is a vectorless reasoning-based RAG system which uses multi-step reasoning and tree search to retrieve information like a human expert would.

U
deptrust
MCP Server

deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, crates.io, Go modules, Rub...

Rising build57 repo stars6 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, crates.io, Go modules, RubyGems, NuGet, Maven, Packagist, pub.dev, CocoaPods, Hex.pm, Hackage, Git…

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sandbox
MCP Server

Fast cold-boot MicroVM sandboxes for AI agents on cocoon

Rising build40 repo stars4 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Fast cold-boot MicroVM sandboxes for AI agents on cocoon

MindTrain
MCP Server

AI-driven knowledge training platform with pluggable schedulers, Codex Skill integration, and optional Anki/FSRS supp...

Rising build82 repo stars8 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Codex

AI-driven knowledge training platform with pluggable schedulers, Codex Skill integration, and optional Anki/FSRS support.

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memtomem
MCP Server

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code fil...

Early signal11 repo stars1 builder vote
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

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seo
MCP Server

The only SEO skill your agent needs. 50+ SEO audit tools through a local CLI and MCP server, using your own crawl, Se...

Rising build40 repo stars3 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The only SEO skill your agent needs. 50+ SEO audit tools through a local CLI and MCP server, using your own crawl, Search Console, and GA4 data.

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dexpaprika-mcp
MCP Server

DexPaprika MCP server for real-time crypto token data, DEX trading activity, and DeFi analytics across multiple block...

Rising build41 repo stars4 builder votes
Updated 5d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

DexPaprika MCP server for real-time crypto token data, DEX trading activity, and DeFi analytics across multiple blockchains.

mcp-for-patent-literature
MCP Server

MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intellige...

Rising build132 repo stars9 builder votes
Updated 5d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

MCP server for 200M+ patents, scientific literature, chemistry and pharma records. Search prior art and R&D intelligence powered by PatSnap's proprietary databases via Claude, Cursor and MC…

Claude-Code-Everything-You-Need-to-Know
MCP ServerWorkflow & Automation

A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash com...

Stack favorite2.4k repo stars236 builder votes
Updated 5d agoAnthropic, Claude, Python, Go, SQLite, GPT, LLM, AWS, Vercel
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude CodeAnthropic, Claude, Python, Go, SQLite, GPT, LLM, AWS, Vercel

A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner …

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douyin-mcp
MCP Server

本地运行的抖音创作者数据 MCP Server:让 AI 读懂你的抖音创作数据,能够进行查询、对比并复盘作品表现。

Rising build28 repo stars3 builder votes
Updated 5d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

本地运行的抖音创作者数据 MCP Server:让 AI 读懂你的抖音创作数据,能够进行查询、对比并复盘作品表现。

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mcptrustchecker
MCP Server

Security scanner for MCP (Model Context Protocol) servers — reads the real published npm/PyPI source, not just metada...

Rising build89 repo stars9 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Security scanner for MCP (Model Context Protocol) servers — reads the real published npm/PyPI source, not just metadata, to catch tool poisoning, prompt injection, toxic flows & supply-chai…

U
goldenmatch
MCP Server

Zero-config entity resolution & record linkage. The zero-tuning Fellegi-Sunter path beats hand-tuned Splink head-to-h...

Builder signal125 repo stars13 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Zero-config entity resolution & record linkage. The zero-tuning Fellegi-Sunter path beats hand-tuned Splink head-to-head and scales from a CSV to a verified 100M-row dedupe in 9.2 min. Fuzz…

stackchan-claude-bridge
MCP Server

Bridge Stack-chan (xiaozhi-esp32) to Claude Code via MCP — voice-control your personal knowledge base, skills, and 30...

Early signal11 repo stars1 builder vote
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Bridge Stack-chan (xiaozhi-esp32) to Claude Code via MCP — voice-control your personal knowledge base, skills, and 30+ MCP servers through Stack-chan.

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openstatus
MCP Server

Status page with uptime monitoring & API monitoring as code

Stack favorite8.9k repo stars2670 builder votes
Updated today
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Status page with uptime monitoring & API monitoring as code. An open-source mcp server for the AI coding ecosystem.

rolecraft
MCP Server

Zero-dependency CLI that installs AI agent skills + MCP servers from any source. 86+ agents. No signup, no telemetry,...

Rising build75 repo stars8 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Zero-dependency CLI that installs AI agent skills + MCP servers from any source. 86+ agents. No signup, no telemetry, 4 KB.

django-orm-lens
MCP Server

Live sidebar, ER diagrams, CLI, and MCP server for Django models. VS Code + PyPI + MCP Registry + Glama. Zero-dep par...

Early signal28 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

Live sidebar, ER diagrams, CLI, and MCP server for Django models. VS Code + PyPI + MCP Registry + Glama. Zero-dep parser, no DB required.

mcp-server-polarion
MCP Server

MCP server for Polarion ALM — read and write documents, work items, test runs, traceability links, and comments from...

Early signal12 repo stars1 builder vote
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

MCP server for Polarion ALM — read and write documents, work items, test runs, traceability links, and comments from any MCP-compatible AI assistant

MAMA
MCP Server

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and thei...

Early signal12 repo stars1 builder vote
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.

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mcp-rubber-duck
MCP Server

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber d...

Builder signal171 repo stars17 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actua…

U
tela
MCP Server

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your...

Rising build40 repo stars4 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text se…

Dida-Hotel-MCP-Global
MCP Server

Official DIDA Hotel Booking MCP Server. World #3 B2B travel corp, 14y supply chain, 2M hotels at B2B rates, 40+ LLM c...

Early signal32 repo stars2 builder votes
Updated 6d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Official DIDA Hotel Booking MCP Server. World #3 B2B travel corp, 14y supply chain, 2M hotels at B2B rates, 40+ LLM compatible. Free access for businesses & solo developers with unlimited c…

sema
MCP Server

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks...

Early signal29 repo stars2 builder votes
Updated 6d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks, impact analysis, and a VS Code chat and agent supporting local CLIs an…

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tidewave_phoenix
MCP Server

MCP server with runtime-level tools for Phoenix development

Builder signal837 repo stars84 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server with runtime-level tools for Phoenix development

U
QuantDinger
MCP Server

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...

Stack favorite9.9k repo stars986 builder votes
Updated 5d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading

frihet-mcp
MCP Server

Official MCP server for Frihet ERP — 157 tools for AI-powered invoicing, tax & e-invoicing compliance (VeriFactu, Tic...

Early signal9 repo stars1 builder vote
Updated 6d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Official MCP server for Frihet ERP — 157 tools for AI-powered invoicing, tax & e-invoicing compliance (VeriFactu, TicketBAI, Facturae), banking, CRM, HR/payroll & POS. Works with Claude, Ch…

skill-manager
MCP Server

Zero-dependency CLI to scan, recommend, deduplicate, audit, and visualize Claude Code / Codex skills and MCP servers.

Early signal8 repo stars1 builder vote
Updated 6d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Zero-dependency CLI to scan, recommend, deduplicate, audit, and visualize Claude Code / Codex skills and MCP servers.

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mcp-mongo-server
MCP Server

A Model Context Protocol Server for MongoDB

Builder signal282 repo stars85 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Model Context Protocol Server for MongoDB. An open-source mcp server for the AI coding ecosystem.

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magic
MCP ServerLow-Code

Fully Autonomous AI-based Software Development Assistant

Stack favorite1.2k repo stars116 builder votes
Updated 5d agoPython, Rust, Angular, Go, Flask, SQLite, PostgreSQL, MySQL, OpenAI, LangChain, Hugging Face, Ollama, GPT, LLM, Docker, Cloudflare
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalPython, Rust, Angular, Go, Flask, SQLite, PostgreSQL, MySQL, OpenAI, LangChain, Hugging Face, Ollama, GPT, LLM, Docker, Cloudflare

Fully Autonomous AI-based Software Development Assistant

local_fire_department

Cluster Moves Breaking Out

When a cluster heats up, a stack shift is starting.

Agent Frameworks

39 tools
Usuperpowersstar262.0k
Ulanggraphstar38.3k
Ulangchainstar142.7k
UcrewAIstar56.2k
Ucuastar20.7k
OLangBotstar17.1k

Claude Code Apps

10 tools
Mcc-switchstar121.7k
MAionUistar30.9k
Uclaude-code-routerstar36.2k
Mccusagestar17.4k
Mhappystar22.9k
Claude Codeclaude-relay-servicestar12.4k

Code & Search

37 tools
UAgent-Reachstar61.2k
UScraplingstar71.5k
Ucontext7star59.8k
ULibreChatstar41.3k
UDesktopCommanderMCPstar8.9k
Ugpt-researcherstar28.7k

Claude Code Skills

12 tools
Uhumanizerstar31.5k
Claude Codemarketingskillsstar41.9k
Mplanning-with-filesstar25.8k
Claude Codeawesome-agent-skillsstar28.8k
Claude Codetrailofbits-skillsstar6.2k
Mcontext-engineering-kitstar1.3k

Browser & DevTools

7 tools
Uoh-my-pistar20.2k
Uplaywright-mcpstar35.5k
Uchrome-devtools-mcpstar47.7k
MMCP Chromestar12.2k
Umcp-server-browserbasestar3.4k
browser-tools-mcpstar7.3k

Coding Agents

22 tools
OpenAI Codex CLIstar100.9k
Ucmuxstar25.2k
Ukilocodestar26.6k
Msystem-prompts-and-models-of-ai-toolsstar142.4k
Mhow-to-build-a-coding-agentstar5.8k
Claude Codeemdashstar5.2k

OpenClaw Core

8 tools
Uopenclawstar384.3k
Unanobotstar46.3k
Claude Codechatgpt-on-wechatstar41.6k
Onanoclawstar30.4k
Claude Codeawesome-openclaw-usecasesstar11.9k
Uironclawstar12.6k

Workflow & Automation

17 tools
Un8nstar198.2k
Uactivepiecesstar23.4k
Uosaurusstar7.4k
Utrigger.devstar15.8k
Uhexstrike-aistar10.5k
Umcp-for-beginnersstar16.8k