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mcp-server-yuque MCP Server

border1px

Communication

2025-04-02-mcp-server

fern-api

Other

PHP Universal MCP Server

Lucasdoreac

Um servidor MCP universal para desenvolvimento PHP em qualquer provedor de hospedagem ou nuvem

Other
FF

Flowcheck Financial Api

eliaskress

MCP server for reconciling Stripe and bank data. AI agents can analyze transactions, detect mismatches, and generate financial insights via the Flowcheck API.

Finance & Commerce
PM

Pytest Mcp Server

tosin2013

A Model Context Protocol (MCP) server for debugging pytest failures using systematic debugging principles.

Other
MC

Memory Context Manager_v2

Big0290

🧠 Deep Project Analysis: Memory Context Manager v2

Memory & Knowledge

AWS Resources MCP Server

MCP-Mirror

Mirror of

Cloud & Infrastructure
RI

RepairXpertAI Industrial Fault Diagnosis

RepairXpert

AI-powered industrial fault diagnosis MCP server for field technicians. 8 tools: diagnose faults from 313+ codes across 9 equipment categories (Allen-Bradley, VFDs, conveyors, packaging, AS/RS, palletizers, pilers, CR30 relays), search 500+ parts catalog with supplier links, get

Other

Discord Raw API MCP Server

hanweg

MCP server for discord bot - adds one tool with raw API access

Communication

Mcp Server

imb96

Other
S

StratProof

pmort2222

Other

Remote MCP Server on Cloudflare

sunnypra

Cloud & Infrastructure

CityGML MCP 서버

shark-gill

Other

DBtoolReader

JavaPanda30

Databases

xcf - AI-Powered Xcode Automation

CodeFreezeAI

XCodeFreeze MCP Xcode Automation local server

Productivity

Right Reasons

Right-Reasons

Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs Markdown+RAG.

Other

TinyZKP

logannye

A height-compressed, sublinear-space STARK prover. Designed to make very long zero-knowledge proofs practical on fixed-memory hardware (CPUs, GPUs, & edge devices). Post-quantum. Built in Rust.

Memory & Knowledge
OM

Outreach.io MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Outreach.io (beta): https://www.cdata.com/download/download.aspx?sku=KRZK-V&type=beta

Other
MM

Mcp Memory Gateway

IgorGanapolsky

MCP Memory Gateway is a pre-action gate engine for AI coding agents. Unlike memory servers that store and retrieve context (Mem0, Zep), this server enforces behavior change: repeated failures are auto-promoted into prevention rules, and PreToolUse hooks physically block tool call

Memory & Knowledge

Weather MCP Server

xuezhijian

MCP Server 和风天气API例子。

Media & Design

Super Windows CLI MCP Server

MCP-Mirror

Mirror of

Developer Tools

Figma MCP Server

planetabhi

A simple MCP server for Figma

Media & Design
CA

Core_ac_uk Academic Articles

chkunkel

This project provides a lightweight Machine Communication Protocol (MCP) server that wraps key functionalities of the CORE.ac.uk API. It enables local programmatic access to academic content, allowing you to search works by keyword or download full metadata for individual researc

Other

Zapier MCP

zapier

Add Zapier's library of almost 8,000 apps to your AI client, allowing you to securely access your existing apps and take action in them directly from your AI conversations. Configure Zapier MCP servers with the apps and tools to scale your workflows.

Other

MAAT MCP Restaurant Finder

akaTEDDY

Other
AM

Agent101 Mcp

rachelsu-blip

Other

Singapore LTA MCP Server

arjunkmrm

MCP server to access Singapore's LTA data

Other

mcp-url2markdown

sungithubid

url to markdown mcp server

Other
OS

Orcool Studio MCP

ryss30

A self-service creative engine for app and consumer brands. Sense signals, express narratives, learn from results. Sold as Time-to-Winner, not video volume.

Other

Model Context Protocol (MCP) Server + Github OAuth

zaki-yama-labs

Developer Tools

Mcp Server Demo

iammarshallnz

Other

mcp-atendeai

ViniciusAmeric

Server MCP for atendeAi

Other
GD

Google Directory MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Google Directory (beta): https://www.cdata.com/download/download.aspx?sku=EUZK-V&type=beta

Files & Storage

Web Search MCP Server

matemiro

A Model Context Protocol (MCP) server that provides a web search tool using the Tavily API. This server enables AI models to search the internet and retrieve up-to-date information.

Search

GitHub Profile Summary

Arman-ali-khan-786

Repository for MCP server

Version Control

google-analytics-mcp-server-by-cdata

CDataSoftware

This read-only MCP Server allows you to connect to Google Analytics data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at

Data & Analytics

Building a Remote MCP Server on Cloudflare (Without Auth)

narensr

Developer Tools

crawl4ai-mcp

wyattowalsh

MCP (Model Context Protocol) server wrapping Crawl4AI library as functions using Python

Other
FM

Fraxlend Mcp Server

IQAIcom

This is a Model Context Protocol (MCP) server to interact with the Fraxlend platform. It allows MCP-compatible clients (like AI assistants, IDE extensions, or custom applications) to access Fraxlend functionalities such as viewing lending statistics, lending, borrowing, adding/re

Other

qrcode-mcp

jane-alesi

A Model Context Protocol (MCP) server for generating customizable QR codes - satware AG implementation

Other

MCP Server for Google Spreadsheets

HosakaKeigo

MCP server for Google Sheet (spreadsheet) with Application Default Credentials Auth.

Other
AM

AppHandoff MCP Server

TeamK2K

Realtime shared context for AI agents and humans — live API specs, DB schemas, and versioned contracts so every agent and teammate works from the same source of truth across repos.

Other

Cursor History

S2thend

Bring your Cursor AI chat history directly into Claude. Search past conversations, export sessions, create backups, and only MCP to migrate chat sessions to new project dir and generate year-in-review reports—all through natural language. Built on the Model Context Protocol for s

Developer Tools

MCP Server

Real-Time-Robotics

Other

MCP Combined Server: 3D Cartoon Generator & File System Tools

falahgs

Developer Tools

Finage MCP Server

KendamaQQ

Finage MCP Server

Other

MCP-Server

DakshAhuja10

Other

User Agent Parser X402

Br0ski777

Parse any user agent string into structured data: browser, OS, device type, engine, and bot detection in one call. -- x402 micropayment API + MCP server for AI agents

AI & Agents
GT

Ground Truth

anishnpm

Validate AI claims against live data: check endpoints, count competitors, test hypotheses.

Other
IM

Iceberg MCP

ryft-io

IcebergMCP is an MCP server that lets you interact with your Apache Iceberg Lakehouse using natural language in Claude, Cursor, or any other MCP client.

Other

Mcp Server

esmaelehab

Other

MCP Memory Service (Rust Implementation)

rbownes

Memory & Knowledge

Qiita MCP Server

2bo

Qiita MCP Server

Other

Cline Notification Server

MobileVibe

MCP server to send notifications via Telegram

Communication

Remote MCP Server on Cloudflare

jalexspringer

Cloud & Infrastructure

Orbiads

OrbiAds

173 tools to automate Google Ad Manager — campaigns, creatives, inventory, reporting via natural language

Other

Typesense MCP Server

MCP-Mirror

Mirror of

Other
S

SuperDocs

AI document editor for humans and AI agents: hosted MCP server with 38 tools, surgical edits that preserve formatting, real .docx and PDF export.

Productivity
AP

Australia Payments Mcp

junter1989k-ai

MisarMail MCP Server

mrgulshanyadav

MisarMail MCP server extension for Gemini CLI — email marketing & inbox management

Developer Tools

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.