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MCP Servers

Model Context Protocol servers - tools, resources, and prompts for Claude and other AI assistants.

Start Better

Pick the workflow before you pick the server.

MCP discovery works better when people begin from a job to be done. Route them into a scene, a curated stack, or a high-signal tag before they start scanning tool cards.

Scenes

Code Write Code

Code review, refactoring, debugging, and language tools

Research Research & Knowledge

RAG, embeddings, docs search, and knowledge agents

Ops Deploy & Automate

CI/CD, infra, ops, and scheduled workflows

Stacks

Code AI Coding Stack

Code faster with repo context, review discipline, and browser-backed verification.

Research Research Stack

Collect, inspect, and synthesize source material without losing the thread.

Ops Founder Ops Stack

Keep decisions, tasks, and recurring automations from scattering across tools.

Tags

#general10061#data-ai3928#development1173#finance871#productivity809#devops-infra807#python551#gcp371
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Popular tags

Showing 24 of 19235 MCP tools

stdiodocker
1,221 stars

betterdb-monitor

Real-time monitoring, slowlog analysis, and audit trails for Valkey and Redis

unknownSynced 2mo ago
69 tools
Active/2mo ago/High signal
databasedatabaseredis
stdiosrc
1,216 stars

AIWriteX

AIWriteX - 微信公众号全自动AI工具:全网热搜舆情聚合+趋势分析+爆款选题+文章采集+一键生成排版发布 | AI自动配图 | 去AI味、过朱雀检测 | 支持小红书/百家号等多平台 | 洗稿润色支持多账号 | 专家赛道 | 手机控制 | 小说连载 | 爆文10w+神器

Verified
agent-topic:crewaiSynced 2mo ago
1 tools
Active/2mo ago/High signal
generalgeneral
stdiosrc
1,211 stars

Auto Deep Researcher 24x7

🔥 An autonomous AI agent that runs your deep learning experiments 24/7 while you sleep. Zero-cost monitoring, Leader-Worker architecture, constant-size memory.

Verified
agent-topic:ai-agentSynced 2mo ago
25 tools
Active/2mo ago/High signal
data-aidata-ai
stdiosrc
1,209 stars

Nocturne_memory

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.

VerifiedReviewed
github-seeds:mcp-hotSynced 3mo ago
11 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
1,202 stars

agent-framework

Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistants and multi-agent AI workflows.

Verified
github-seedsSynced 3mo ago
Active/3mo ago/High signal
data-aidata-aitypescript
stdiosrc
1,194 stars

Himarket

HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that packages, publishes, manages, and operates core AI assets such as enterprise Model APIs, MCP Servers, Agent APIs, etc., through standardized product formats.

unknownSynced 3mo ago
2 tools
Active/3mo ago/High signal
generalgeneral
stdiodocker
1,190 stars

ApeRAG

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

unknownSynced 3mo ago
Active/3mo ago/High signal
developmentdevelopmentkubernetes
stdionpx
1,187 stars

openpets-v2-workspace

Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.

VerifiedFreshInstall Ready
github-topic:mcpSynced 2d ago
Active/2d ago/High signal
generalgeneral
stdionpx
1,187 stars

short-video-maker

Creates short videos for TikTok, Instagram Reels, and YouTube Shorts using the Model Context Protocol (MCP) and a REST API.

Install Ready
unknownSynced 3mo ago
2 tools
Active/3mo ago/High signal
mediamedia
stdionpx
1,173 stars

LetsFG

Agent-native flight search & booking. Saved $116 across 5 routes vs Google Flights (verified). 400+ airlines in 5 seconds. Join the community - Star and spread the word

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
13 tools
Active/3mo ago/High signal
generalgeneralgcp
stdionpx
1,163 stars

@ataraxy-labs/weave

Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-based merge.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
12 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
1,163 stars

Garmin_mcp

MCP server to access Garmin data

VerifiedFreshInstall Ready
mcpSynced 1d ago
63 tools
Active/1d ago/Medium signal
generalgeneral
stdionpx
1,163 stars

Weave

Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-based merge.

VerifiedInstall Ready
github-topic:mcpSynced 3mo ago
20 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,160 stars

Gearboy

Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

Verified
github-seedsSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpm
1,148 stars

tuui

A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

Install Ready
unknownSynced 3mo ago
5 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
1,144 stars

open-computer-use-repo-tools

👾 Open Computer Use – Open-Source Alternative to Codex Computer Use

Verified
github-topic:model-context-protocolSynced 2mo ago
Active/2mo ago/High signal
data-aidata-ai
stdionpx
1,140 stars

@cocal/google-calendar-mcp

MCP integration for Google Calendar to manage events.

Install Ready
unknownSynced 3mo ago
13 tools
Active/3mo ago/High signal
productivityproductivitygcp
stdiosrc
1,139 stars

LightAgent

LightAgent: Lightweight AI agent framework with memory, mcp & skill. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE protocol integration.

unknownSynced 3mo ago
1 tools
Active/3mo ago/High signal
data-aidata-ai
stdiosrc
1,139 stars

Heym

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.

Verified
github-topic:mcpSynced 2mo ago
22 tools
Active/6d ago/High signal
generalgeneral
stdionpm
1,137 stars

keeper.sh

Calendar sync tool & universal calendar MCP server. Aggregate, sync and control calendars on Google, Outlook, Office 365, iCloud, CalDAV or ICS.

VerifiedInstall ReadyReviewed
github-seeds:mcp-hotSynced 3mo ago
54 tools
Active/3mo ago/High signal
generalgeneralgcp
stdiodocker
1,137 stars

Bernstein

Audit-grade multi-agent orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). HMAC-chained audit log, signed agent cards, per-artefact lineage, air-gap deploy. The orchestrator your compliance team will sign off on. https://bernstein.run

Verified
github-topic:model-context-protocolSynced 3mo ago
29 tools
Active/6d ago/High signal
devops-infradevops-infra
stdionpm
1,133 stars

better-chatbot

Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
Active/2mo ago/High signal
data-aidata-ai
stdiosrc
1,132 stars

Iwe

Markdown memory system for you and your AI agent

Verified
github-topic:mcpSynced 2mo ago
10 tools
Active/2mo ago/High signal
data-aidata-ai
stdionpx
1,131 stars

ref-tools-mcp

Helping coding agents never make mistakes working with public or private libraries without wasting the context window.

VerifiedInstall Ready
list:awesome-mcp-servers-wong2Synced 3mo ago
Active/3mo ago/High signal
generalgeneral
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