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MCP Servers

Discover awesome MCP servers.

All

FF

File Find Mcp

joisun

Other

MS SQL MCP Server 1.1

MCP-Mirror

Mirror of

Databases

Bitbucket Server MCP

kartikpatpatwingify

MCP (Model Context Protocol) server for Bitbucket Server Pull Request management

Version Control

mcp-servers

koki-develop

自分用

Other

mcp-servers

krdn

Docker 기반 MCP 서버

Other

Gemini MCP Server

muckitymuck

AI & Agents
OM

Openaaas Mcp Adapter

Wolido

Connect Claude Desktop, Cursor, Cline to the OpenAaaS scientific Agent network. Discover remote research services, submit tasks with file uploads, and retrieve results — all without moving your data. Supports multi-server configuration and 14 built-in tools.

Developer Tools
CI

Clickup Integration Mcp Server

ChrisNoronha

AI & Agents

OpenAI Integration with MCP

AashishPalSingh

AI & Agents
AM

Akasha Mcp Server

ocuil

Other

MCP ClickUp Helper

cedrazgabriel

Other

Google Calendar MCP Server

KhryptorGraphics

MCP server for Google Calendar integration

Productivity

Mcp Servers

Abdssamie

Curated lists of mcp servers to use with ai agents or claude desktop

Other

Aegis GitHub Integration Test

FixingPixels

Test repository for Aegis Framework integration with GitHub features and MCP server

Developer Tools

Data Engineering Tutor MCP Server

scriptstar

"Data Engineering Tutor," providing personalized updates about Data Engineering concepts, patterns, and technologies to a connected AI client.

Data & Analytics

Codex Octopus

xiaolai

One brain, many arms. Spawn multiple specialized Codex agents as MCP servers via the OpenAI Codex SDK. Each instance gets its own model, sandbox, effort, and personality.

Other

Clickhouse MCP server

burakdirin

An MCP server implementation that enables Claude AI to interact with Clickhouse databases.

Databases

Adzuna Job Search MCP

folathecoder

Search millions of job listings across 12 countries including the US, UK, Germany, France, Australia, Canada, and India, with powerful filters for keywords, location, salary range, and job type.

Search

MCP Server Weaviate Node

AndrewJDawes

Databases

Calypso Multimodal RAG

calypso-so

Launch a hosted Gemini File Search true multimodal RAG layer that answers from your PDFs, docs, screenshots, charts, diagrams, help center, FAQs, and images with citations people can verify.

Memory & Knowledge
GO

Gemini OCR MCP

WindoC

This project provides a simple yet powerful OCR (Optical Character Recognition) service through a FastMCP server, leveraging the capabilities of the Google Gemini API. It allows you to extract text from images either by providing a file path or a base64 encoded string.

AI & Agents

Mcp Server Boilerplate

swapnil-saal

Developer Tools

Agentops Mcp

AgentOps-AI

The AgentOps MCP server provides access to observability and tracing data for debugging complex AI agent runs. This adds crucial context about where the AI agent succeeds or fails.

Developer Tools

mcp-gsuite-enhanced

ajramos

Enhanced MCP server for Google Workspace with Google Meet integration and bug fixes

Other

MCppServer

Noeli14

Fast and super efficient Minecraft Server written in C++

Other

Sweden Invoice

junter1989k-ai

Send Swedish Peppol e-invoices (e-faktura) via your Storecove account — check recipient by organisationsnummer, send, evidence

SEO MCP Tools

dalebertrand

MCP server with SEO tools

Other
PM

Proton Mcp

just-an-oldsalt

29 MCP tools across reads (mail_list, mail_search, mail_read, labels_list, …) and writes (mail_send, mail_reply, mail_move, labels_create, mail_draft_*, …). Every write tool is gated by a YAML policy engine + Touch ID approval; every tool call writes a redacted row to a local aud

Other

Caplia

Caplia-Tech

Caplia is an MCP server for venture-capital pitch-deck scoring and deal-flow management. AI agents — Claude Desktop, Cursor, ChatGPT, Windsurf, or any MCP client — submit pitch decks, get back CRI (Caplia Readiness Index) quality scores plus thesis-fit scores, list companies in t

AI & Agents

MCP Server - Offers Prototype

Anticom

Other

Aegntic MCP Servers

aegntic

AegnticMCP automates the creation and management of MCP servers, ensuring they are stable, adaptable, and intelligent.

Other

图片搜索

renfangjun

用于图片搜索

Search

Blender Mcp Senpai

xhiroga

Your AI-assisted mentor for Blender.

Other
SQ

SEO Quick Audit - Audit any URL in seconds

zerhal

Free SEO audit MCP server. Analyze meta tags, headings, broken links, robots.txt, and competitor pages directly from Claude, Cursor, or Windsurf. No API key needed.

Developer Tools

MCP Test Automation

syedzubairalam1

Productivity
CJ

Cron Job Email Scheduler CronGrid

chaser164

Schedule, retrieve, and delete SendGrid cron jobs using natural language commands. Manage your email sends effortlessly through an LLM interface with timezone-aware capabilities. Super-charge a reminder suite of your own with scheduled emails to yourself.

Communication

FastAPI Hello World Application

xxradar

A test repository created using the GitHub MCP server

Developer Tools

unsplash-mcp-server

Mineru98

Other

Netherlands Invoice

junter1989k-ai

Send Dutch Peppol e-invoices (e-factuur) via your Storecove account — check recipient by KVK, send, delivery evidence

MCP API Server

qingtianyu

mcp server

Developer Tools
BM

Blueprint Mcp For Chrome

railsblueprint

Other

mcp-server-motherduck MCP server

MCP-Mirror

Mirror of

Other

Local_mcp_client_server_example

q-maze

Other

Model Context Protocol

AarnoStormborn

Simple MCP Server implemented using Anthropic's MCP SDK

AI & Agents
DM

Devhelm Mcp Server

devhelmhq

MCP server for uptime monitoring, incident management, alerting, and dependency status tracking. Gives AI agents tools to create and manage HTTP/DNS/TCP/ICMP monitors, handle incidents, configure alert channels, and query third-party service health.

Developer Tools

Mcp Wsdot

michaelpeterswa

mcp server for the wsdot api

Other
IT

IncomeBot Trading Intelligence

ib

Options trading intelligence platform with dual-strategy portfolio management (momentum + income). 10 MCP tools for market data, options screening, risk analysis, position sizing, and premium trading scans.

Finance & Commerce
YD

yt-dlp-mcp

gavinHuang

expose python package yt-dlp as mcp

Other

Food Safety Supply Chain

apifyforge

Food safety supply chain intelligence via the Model Context Protocol — giving AI assistants direct access to FDA recalls, adverse event reports, supplier hygiene ratings, ingredient trade flows, contamination pathways, and seasonal risk projections.

Other

ESA MCP Server

masseater

mcp server for esa.io

Other

MCP Primer Server

jefersonprimer

Other
V

Vnsh

raullenchai

Other

Helm Chart Cli

jeff-nasseri

Helm MCP provides a bridge between AI assistants and the Helm package manager for Kubernetes. It allows AI assistants to interact with Helm through natural language requests, executing commands like installing charts, managing repositories, and more.

Developer Tools

GitHub MCP Server

Joseph19820124

A GitHub MCP server demo with create repository functionality

Version Control

mcp-servers-latest

coolkidy

latest mcp servers available.

Other

A Simple MCP Weather Server written in Python

Maliksidk19

Media & Design

k8s-mcp-server

MCPBus

k8s server for MCP

Cloud & Infrastructure

Unterm

zhitongblog

The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linux/Windows, MIT) that runs a local MCP server. Spawn tabs/panes, run commands with structured output, read screens and full scrollback, take scrolling screenshots, record sessions with secret redaction,

Developer Tools

mcp-servers

stefanstranger

Repository for Model Context Protocol Servers

Other

Six Hats MCP

Danejw

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.