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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

#general10067#data-ai3927#development1174#finance870#productivity809#devops-infra805#python552#gcp371
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Popular tags

Showing 24 of 10067 MCP tools

stdiodocker
1,051 stars

Pixelle MCP

An Open-Source Multimodal AIGC Solution based on ComfyUI + MCP + LLM https://pixelle.ai

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
1,049 stars

rednote-mcp

🚀MCP server for accessing RedNote(XiaoHongShu, xhs).

Install Ready
unknownSynced 4mo ago
Active/4mo ago/High signal
generalgeneral
stdiosrc
1,047 stars

Minima

On-premises conversational RAG with configurable containers

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpm
1,047 stars

mirobody-chart-renderer

Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.

VerifiedInstall Ready
github-topic:mcp-serverSynced 3mo ago
1 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
1,046 stars

Ios Simulator Skill

An IOS Simulator Skill for ClaudeCode. Use it to optimise Claude's ability to build, run and interact with your apps. I mainly use it as an xcodebuild wrapper to save context.

Verified
github-topic:mcpSynced 3mo ago
3 tools
Active/3mo ago/High signal
generalgeneral
stdiodocker
1,037 stars

Testzeus Hercules

Hercules is the world’s first open-source testing agent, enabling UI, API, Security, Accessibility, and Visual validations – all without code or maintenance. Automate testing effortlessly and let Hercules handle the heavy lifting! ⚡

Verified
agent-topic:autogenSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdiodocker
1,035 stars

openops

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Verified
github-seedsSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
1,033 stars

@negokaz/excel-mcp-server

A Model Context Protocol (MCP) server that reads and writes MS Excel data

VerifiedInstall Ready
mcpSynced 1w ago
Active/1d ago/High signal
generalgeneral
stdiosrc
1,030 stars

mcp-server-chatsum

Query and Summarize your chat messages.

unknownSynced 2mo ago
3 tools
Active/2mo ago/Medium signal
generalgeneral
stdionpm
997 stars

goat-repo

The leading agentic finance toolkit for AI agents

Install Ready
unknownSynced 3mo ago
65 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
992 stars

ThinkWatch

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.

unknownSynced 3mo ago
18 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
992 stars

Alpaca Mcp Server

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

Install Ready
unknownSynced 1w ago
74 tools
Active/1d ago/High signal
generalgeneral
stdiodocker
990 stars

Arkon

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

VerifiedReviewed
github-seeds:mcp-newSynced 3mo ago
22 tools
Active/3mo ago/High signal
generalgeneral
stdiodocker
990 stars

Meta Ads Mcp

MCP server to manage Facebook and Instagram Ads (Meta Ads)

unknownSynced 3mo ago
22 tools
Active/3mo ago/High signal
generalgeneral
stdionpx
984 stars

Yargi Mcp

MCP Server For Turkish Legal Databases

Install Ready
unknownSynced 3mo ago
8 tools
Active/3mo ago/Medium signal
generalgeneral
stdionpx
973 stars

@softeria/ms-365-mcp-server

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API

Install Ready
unknownSynced 1w ago
11 tools
Active/1w ago/High signal
generalgeneral
stdionpm
968 stars

mcpm

CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

VerifiedInstall ReadyReviewed
registry:modelcontextprotocol-serversSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
963 stars

@jetbrains/mcp-proxy

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Also, works with Android Studio

VerifiedFreshInstall Ready
list:awesome-mcp-servers-wong2Synced 2d ago
Active/1d ago/High signal
generalgeneral
stdiosrc
962 stars

Mcp Neo4j

Neo4j Labs Model Context Protocol servers

unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
961 stars

web-search-mcp-server

A simple, locally hosted Web Search MCP server for use with Local LLMs

Install Ready
unknownSynced 3mo ago
Active/3mo ago/High signal
generalgeneral
stdionpx
961 stars

Paca

AI-native, free, open-source alternative to Jira, Trello, ClickUp & Monday. Built for Scrum teams where humans and AI agents collaborate as equals — on the same board, the same sprints, the same goals. Self-hosted. Fully customizable via config and plugins.

VerifiedInstall Ready
agent-topic:ai-agentSynced 3mo ago
14 tools
Active/3mo ago/High signal
generalgeneral
stdionpm
959 stars

flow-like

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

VerifiedReviewed
github-seeds:mcp-hotSynced 2mo ago
11 tools
Active/1d ago/High signal
generalgeneral
stdiosrc
957 stars

Awesome Openclaw

A curated list of OpenClaw resources, tools, skills, tutorials & articles. OpenClaw (formerly Moltbot / Clawdbot) — open-source self-hosted AI agent for WhatsApp, Telegram, Discord & 50+ integrations.

Verified
github-topic:model-context-protocolSynced 3mo ago
57 tools
Active/3mo ago/High signal
generalgeneral
stdiosrc
943 stars

AI Gateway

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀

unknownSynced 3mo ago
10 tools
Active/3mo ago/High signal
generalgeneralazure
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