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MCP Servers

Discover awesome MCP servers.

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SS

Sports Scores & Live Data MCP Server

npmjs

Sports Scores & Live Data MCP Server

Data & Analytics

Solar MCP

Luke Stahl

Exposes Solar's component registry as MCP tools — agents can discover, inspect, and validate components at runtime

Developer Tools

Workopia

Shuangshuang007

Workopia is a free MCP server providing three AI-powered tools:

Other
LM

Local Model Suitability Mcp

OjasKord

Check whether a task can run on a local model instead of cloud before every inference call. Saves money on every call that does not need cloud.

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

hachecito

Developer Tools

Model Context Protocol servers

w-jeon

Other

MCP Server for Spinnaker

MCP-Mirror

Mirror of

Other

Remote MCP Server on Cloudflare

xiquyila

Cloud & Infrastructure

Playwright MCP Server

Sunz666

Playwright MCP server project

Browser Automation

NetMind ParsePro

protagolabs

A Model Context Protocol (MCP) server that parses PDF files from a given URL into structured formats.

Files & Storage

Syncspider B2bware Mcp

SyncSpider-GmbH

B2Bware MCP server that connects MCP-compatible AI clients to the B2Bware Datahub API. Supports product search/listing, customer lookup, cart upsert with optional custom line-item pricing, robust order sorting (e.g. -id, -_created_at), and checkout with explicit shipping/billing

Other

Normi — French Real Estate Data (DVF)

NormiHQ

Access 17M+ geocoded French property transactions (DVF) via MCP. Search properties, get market stats, find comparables, track price trends, compare neighborhoods, and generate heatmaps. Data from 2014 to present, updated semi-annually.

Data & Analytics
O

Opplevagent

slookisen

Other

genius-mcp-server

Sergiolm17

Other
CG

Clavio Global Data Resolver

y-yahiaoui1406

Real-time data resolver for autonomous agents. 1M+ endpoints covering 200 countries, 169k cities, economic indicators, FX, weather, biodiversity, seismic data. Africa/MENA depth. x402 payments on Base Mainnet.

Data & Analytics

sequence-flow-experiment-with-desktop-commander

stepanic

Fully AI generated Flutter app in Claude Desktop with 3.7 Sonnet by MCP servers desktop-commander and sequential-thinking

Productivity

Auralogs

auralogs-ai

Hosted, read-only MCP server for Auralogs production logs. Agents search logs, inspect errors with full stack and metadata, and review AI analyses (diagnosis, suggested fix, PR link) over Streamable HTTP with a project-scoped read key. Free tier: 10,000 logs/month.

Version Control
T

TranscriptMagic

TranscriptMagic

TranscriptMagic is a remote MCP server that lets AI assistants — Claude, Cursor, Windsurf, Cline, ChatGPT, and any Model Context Protocol client — generate transcripts from YouTube videos, YouTube Shorts, TikTok videos, Instagram Reels, Instagram posts, and Facebook videos. Trans

AI & Agents

Physbound

JonesRobM

PhysBound is a specialized "Physics Linter" for AI that deterministically validates RF and thermodynamic claims against hard physical limits, preventing hallucinations in engineering workflows.

Other
PM

PulseNetwork MCP Server

GTCC777

51 AI-powered Intelligence verticals - finance, immigration, legal, health, crypto, real estate, careers, travel, compliance and more. x402-native, pay-per-query via USDC on Base. No API keys, no subscriptions.

Finance & Commerce
S

Sqltocode

Mays-JL

Other

Stata MCP Server (macOS)

mkprevo

MCP server for stata do file

Other

Multi-Carrier Package Tracking — hosted on Cloudflare Workers (HTTP + npm stdio)

guptaprakhariitr

MCP server for multi-carrier-tracking-mcp — see README

Cloud & Infrastructure

Hive MCP Server

MCP-Mirror

Mirror of

Other

Advanced Limitless MCP Server (v0.3.1) 🚀

199-biotechnologies

Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and speaker analytics

Other

Test MCP Server

donaldmucci

Developer Tools

mcp-c

ZenWayne

mcp server frarmwork written in c, developing efficiently and effortlessly

Other
M

MyTest

wangcf-yf

Other

Voice Status Report MCP Server

tomekkorbak

Other

Wellness Pulse

prmail

WellPulse MCP is a plug-and-play intelligence layer that turns raw wellbeing data into clear, actionable insights for AI systems. With a single integration, it connects your copilots, agents, or dashboards to both trusted public benchmarks (like CDC PLACES) and your organization’

Other
OD

Octopus Deploy Official Mcp Server

OctopusDeploy

The Octopus MCP Server provides your AI assistant with powerful tools that allow it to inspect, query, and diagnose problems within your Octopus instance, transforming it into your ultimate DevOps wingmate.

Other

Pydantic MCP Agent with Chainlit

RyanNg1403

This repo makes use of MCP servers to seamlessly integrate multiple tools for the agent.

AI & Agents

GitHub MCP Server

peterparker57

GitHub MCP server with enhanced file management capabilities

Version Control

DataHub MCP Server

noreuzis

DataHub MCP Server implementation with FastMCP 2.6.0

Other

MCP Outline Server

Vortiago

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

Other

MCP Server Template 🛠️

MCP-Mirror

Mirror of

Developer Tools

Outlook MCP (Model Context Protocol) Server

kacase

An MCP Server for Microsoft Outlook using GraphAPI

Communication
GI

Grpc Invoke Mcp

grulex

grpc-invoke-mcp is an MCP server for calling gRPC methods from AI agents like Claude Code, Codex, Cursor, and other MCP-compatible tools.

Developer Tools

UUPT MCP

uupt-mcp

UU跑腿核心API现已全面兼容MCP协议,是国内首家兼容MCP协议的同城配送服务商。

Other
A

Axcess

sicxz

Paid MCP server that evaluates typography accessibility beyond what axe and Lighthouse catch. $0.05 USDC per evaluation via x402 on Base mainnet.

Other

JSON Translations MCP Server

schmkls

Other

MCP SSH Docker Server

aweher

MCP server to play with IA and containerlab instances

Developer Tools

python-pip-mcp

lukeage

Minimal Example Implementation of a MCP Server / Client with Python and Pip. This example is tested in VSCode and Windows and both server and client are debuggable.

Other

Model Context Protocol (MCP) Server for Unity

folkward99

Other

Collimer

sandcastlelabs

MCP server for Collimer — run a free AI-search visibility scan (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) from any agent. npx collimer-mcp

AI & Agents

MCP Server

quang-pham-dev

My MCP Server POC

Other

Remote MCP Server on Cloudflare

rose201107059

Cloud & Infrastructure

MCP-ORTools

MCP-Reasoner

Model Context Protocol (MCP) server implementation using Google OR-Tools for constraint solving

Other

Weather MCP Server

panzhenyao

MCP server

Media & Design

Voice-Enabled MCP Server

ArchBlizzard

Other

Context On Cal

indiano881

Other

Awesome-Claude-MCP-Servers-List

boyso

We're creating a directory site for discovering MCP servers, along with sharing 100 ways to master Claude Code, MCP, and creative uses of computers.

AI & Agents

Atlas – Ai Transport Logistics Agent Standard

cargofy

Open-source MCP server for logistics. Runs inside your security perimeter — connects to TMS, ERP, email, and documents. Gives AI agents deep context about shipments, carriers, rates, and routes without data leaving your infrastructure.

AI & Agents

Sui Serverless MCP Core

tamago-labs

Serverless-based MCP server implementation for Sui blockchain using zkLogin

Cloud & Infrastructure

Angle One Stock MCP

himanshuteotia

Finance & Commerce
R

Rivalsearchmcp

damionrashford

Advanced MCP server for comprehensive web research, content discovery, and trends analysis. Features multi-engine search, intelligent content extraction, website traversal, and real-time data streaming.

Data & Analytics

Veeam Backup and Replication MCP Server for Amazon S3

wjquigsAZ

MCP server to gather AWS cost information for VBR repositores

Cloud & Infrastructure

GitHub MCP Server

cloudbarista

Version Control

💸 FinancialAssistant

nielsenfonseca

Financial MultiAgent Colaboration with MCP Server with Tools

Other

MCP-server

wubbyweb

MCP server setup

Other

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.