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Who needs MCP servers?

System Integrator

Tools for seamless integration of different systems and services.

Cloud Architect

Cloud infrastructure and deployment management tools.

Creative Designer

AI-powered tools for creative design workflows across 3D and 2D mediums.

Product Manager

AI-powered tools for product development, design review, and performance monitoring.

Operations Manager

Tools for monitoring, analytics, and operational efficiency.

chrisdoc hevy mcp avatar

chrisdoc hevy mcp

by chrisdoc

mcp
sylphlab pdf reader mcp avatar

sylphlab pdf reader mcp

by sylphxltd

An MCP server built with Node.js/TypeScript that allows AI agents to securely read PDF files (local or URL) and extract text, metadata, or page counts. Uses pdf-parse.

pdf-parsetypescriptnodejspdf-readerpdfmcpaiai-agentllm-toolmodel-content-protocolpdf-parserstdio
aashari mcp server atlassian bitbucket avatar

aashari mcp server atlassian bitbucket

by aashari

Node.js/TypeScript MCP server for Atlassian Bitbucket. Enables AI systems (LLMs) to interact with workspaces, repositories, and pull requests via tools (list, get, comment, search). Connects AI directly to version control workflows through the standard MCP interface.

atlassianrepositorymcpaitoolsbitbucketclitoolingai-integrationclaudetypescriptservertoolmcp-serverai-connectoranthropicllmsystemmodel-context-protocolsearchpull-requestversion-control
aashari mcp server atlassian confluence avatar

aashari mcp server atlassian confluence

by aashari

Node.js/TypeScript MCP server for Atlassian Confluence. Provides tools enabling AI systems (LLMs) to list/get spaces & pages (content formatted as Markdown) and search via CQL. Connects AI seamlessly to Confluence knowledge bases using the standard MCP interface.

atlassianmcpconfluencewikiaiexternal-toolscliai-integrationclaudetypescriptservertoolmcp-serverai-connectoranthropicllmsystemmodel-context-protocolsearchknowledge-base
prisma prisma avatar

prisma prisma

by prisma

Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB

cockroachdbgomcpsql-serverormmongodbsqlitemongodb-ormmssqlpostgresprisma-clientmariadbtypescriptmysqlprismapostgresqljavascriptdatabasesqlservermongonodejsquery-builder
Zzzccs123 mcp sentry avatar

Zzzccs123 mcp sentry

by Zzzccs123

mcp sentry for typescript sdk

mcptypescript
zhuzhoulin dify mcp server avatar

zhuzhoulin dify mcp server

by zhuzhoulin

mcp
zhongmingyuan mcp my mac avatar

zhongmingyuan mcp my mac

by zhongmingyuan

mcp
zhixiaoqiang desktop image manager mcp avatar

zhixiaoqiang desktop image manager mcp

by zhixiaoqiang

MCP 服务器,用于管理桌面图片、查看详情、压缩、移动等(完全让Trae实现)

mcp
zhixiaoqiang antd components mcp avatar

zhixiaoqiang antd components mcp

by zhixiaoqiang

An MCP service for Ant Design components query | 一个减少 Ant Design 组件代码生成幻觉的 MCP 服务,包含系统提示词、组件文档、API 文档、代码示例和更新日志查询

designantdapimcpantd-design
yeonupark mcp soccer data avatar

yeonupark mcp soccer data

by yeonupark

An MCP server that provides real-time football data based on the SoccerDataAPI.

mcpapi
yaoxiaolinglong mcp mongodb mysql server avatar

yaoxiaolinglong mcp mongodb mysql server

by yaoxiaolinglong

用于mysql和mongodb的mcp

mcpgodatabase
y7ut mcp tavily search avatar

y7ut mcp tavily search

by y7ut

A Model Context Protocol (MCP) server that provide search by tavily.

mcpsearch
x51xxx osp marketing tools mcp avatar

x51xxx osp marketing tools mcp

by x51xxx

toolmcp
weibaohui k8m avatar

weibaohui k8m

by weibaohui

一款轻量级、跨平台的 Mini Kubernetes AI Dashboard,支持大模型+智能体+MCP(支持设置操作权限),集成多集群管理、智能分析、实时异常检测等功能,支持多架构并可单文件部署,助力高效集群管理与运维优化。

openaichatgptmcpaik8s-gptdashboard2faollamak8s
webflow mcp server avatar

webflow mcp server

by webflow

Model Context Protocol (MCP) server for the Webflow Data API.

model-context-protocolapimcpgenerated-from-openapimcp-serverbuilt-with-fernbusiness-critical-yes
watchdealer pavel watchbase mcp server avatar

watchdealer pavel watchbase mcp server

by watchdealer-pavel

MCP Server for structured and standardized querying of watch-related metadata such as brands, families, and reference details from WatchBase.com.

caliberswatcheswatchmcpaiwatch-brandsmovementscaliberwatch-movementwatchbase
vionwinnie jap vocab anki mcp server avatar

vionwinnie jap vocab anki mcp server

by vionwinnie

Japanese Vocab Anki MCP Server

japanese-studymcpmcp-serveragentic-workflowanki-flashcardspythonanki-deck
vgnshiyer apple books mcp avatar

vgnshiyer apple books mcp

by vgnshiyer

Apple Books MCP Server

applemcpmcp-serverapple-booksaillmproductivity
v9rt3x cs2 rcon mcp avatar

v9rt3x cs2 rcon mcp

by v9rt3x

CS2 RCON MCP - Server management tool for Counter-Strike 2

toolmcp
uday210 salesforce mcp server avatar

uday210 salesforce mcp server

by uday210

Model Context Protocol server for Salesforce REST API integration

mcpapi
ttiimmaacc cinema4d mcp avatar

ttiimmaacc cinema4d mcp

by ttiimmaacc

Cinema 4D plugin integrating Claude AI for prompt-driven 3D modeling, scene creation, and manipulation.

plugincinema-4d-pluginai-integrationclaude-aimcpmcp-serveraimaxon-cinema-pipelinecinema-4d
tomschell mcp long term memory avatar

tomschell mcp long term memory

by tomschell

A long-term memory storage system for LLMs using the Model Context Protocol (MCP) standard. This system helps LLMs remember the context of work done over the entire history of a project, even across multiple sessions. It uses semantic search with embeddings to provide relevant context from past interactions and development decisions.

mcpsearchsystem
tomekkorbak strava mcp server avatar

tomekkorbak strava mcp server

by tomekkorbak

mcp
TimKJones mcp webflow avatar

TimKJones mcp webflow

by TimKJones

mcp
the freetech company mcp sse authenticated cloud run avatar

the freetech company mcp sse authenticated cloud run

by the-freetech-company

Host an Model Context Protocol SSE deployment on Cloud Run, Authenticating with IAM.

mcpcloud
TermiX official binance mcp avatar

TermiX official binance mcp

by TermiX-official

binance-mcp

mcp
sv mcp paradex py avatar

sv mcp paradex py

by sv

Connect AI agents to the Paradex trading platform. Retrieve market data, manage accounts, and execute trades seamlessly. Enhance your trading experience with automated tools and real-time insights.

toolmcpai
stevearagonsite PythonServerMcp avatar

stevearagonsite PythonServerMcp

by stevearagonsite

A template repository for MCP

mcpgopython
srtux mcp avatar

srtux mcp

by srtux

mcp
Semutireng22 mcp monad avatar

Semutireng22 mcp monad

by Semutireng22

mcp
SecretiveShell mcp windows avatar

SecretiveShell mcp windows

by SecretiveShell

MCP server for the windows API.

mcpapi
SamllPigYanDong revit mcp avatar

SamllPigYanDong revit mcp

by SamllPigYanDong

Revit MCP. A Model Context Protocol server for Revit integration, enabling seamless communication between Claude AI and Autodesk Revit.

mcpai
RmMargt searchAPI mcp avatar

RmMargt searchAPI mcp

by RmMargt

SearchAPI MCP for Google searches

mcpsearchgoapi
ReyNeill Kontxt avatar

ReyNeill Kontxt

by ReyNeill

Codebase indexing MCP server

mcp
recoupable mcp vercel avatar

recoupable mcp vercel

by recoupable

free MCP server hosting using vercel

mcp
Rayyan9477 linkedin mcp avatar

Rayyan9477 linkedin mcp

by Rayyan9477

A powerful Model Context Protocol server for LinkedIn interactions that enables AI assistants to search for jobs, generate resumes and cover letters, and manage job applications programmatically.

machine-learningsearchartificial-intelligencemcplinkedin-apimcp-serverlinkedinaillm
railsware mailtrap mcp avatar

railsware mailtrap mcp

by railsware

Official mailtrap.io MCP server

mcpai
r huijts strava mcp avatar

r huijts strava mcp

by r-huijts

A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs

toolmcpapi
popcornspace voice call mcp server avatar

popcornspace voice call mcp server

by popcornspace

mcp
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Frequently Asked Questions

What is MCP?

MCP (Model Context Protocol) is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications, providing a standardized way to connect AI models to different data sources and tools.

What are MCP Servers?

MCP Servers are lightweight programs that expose specific capabilities through the standardized Model Context Protocol. They act as bridges between LLMs like Claude and various data sources or services, allowing secure access to files, databases, APIs, and other resources.

How do MCP Servers work?

MCP Servers follow a client-server architecture where a host application (like Claude Desktop) connects to multiple servers. Each server provides specific functionality through standardized endpoints and protocols, enabling Claude to access data and perform actions through the standardized protocol.

Are MCP Servers secure?

Yes, MCP Servers are designed with security in mind. They run locally with explicit configuration and permissions, require user approval for actions, and include built-in security features to prevent unauthorized access and ensure data privacy.

View all FAQs