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MCP Servers

Discover awesome MCP servers.

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G

Gossiphs

williamfzc

"Zero setup" & "Blazingly fast" general code file relationship analysis. With Python & Rust. Based on tree-sitter and git analysis. Support MCP and ready for AI🤖

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MCPClient Python Application

spirita1204

implementation for interacting between an MCP server and an Ollama model

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VectorMCP

sergiobayona

A easy-to-use and minimal server implementation for the Model Context Protocol (MCP) in Ruby.

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Wealthy MCP(Model Context Protocol) Server

frequentter

Wealthy-MCP ai, mcp-server, trading

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IS

Israel Statistics Mcp Server

reuvenaor

Programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data. Built with TypeScript, this server offers 9 comprehensive tools for retrieving, analyzing, and calculating Israeli economic statistics.

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Qiita MCP Server

2bo

Qiita MCP Server

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Doris MCP Server

FreeOnePlus

Apache Doris MCP Server

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Constellation

ShiftinBits

Your AI agents don't understand your codebase. Upgrade from text search to code understanding.

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My First MCP Server

enriquetecfan11

My first mcp server

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Pandemic Supply Chain Cascade

apifyforge

Pandemic Supply Chain Cascade MCP is a Model Context Protocol server for pharmaceutical supply chain disruption modelling during health emergencies.

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SM

ShippingRates MCP Server

vinaybhosle

Ocean container shipping intelligence for AI agents: D&D tariffs, freight rates, vessel schedules, port congestion, inland haulage, and total cost calculation across 6 major carriers (Maersk, Hapag-Lloyd, MSC, COSCO, ONE, CMA CGM). 24 MCP tools — 4 free + 20 paid via x402 USDC mi

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MM

Mathmind Mcp Server

Runninghcm

# 一、简介:

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🎙️ Podbean MCP Server 🎧

amurshak

MCP server for the Podbean API

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mcp-server

Nicwalle

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Perfetto

antarikshc

A Model Context Protocol (MCP) server that transforms natural-language prompts into focused Perfetto analyses. Quickly explain jank, diagnose ANRs, spot CPU hot threads, uncover lock contention, and find memory leaks – all without writing SQL.

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TL

Topaz Labs

TopazLabs

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bilka_mcp

KristianSchmidt

MCP Server for BilkaToGo

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MoodMNKY MCP Server Stack

MOODMNKY-LLC

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L

Lebonfoin

POP24

## Add LeBonFoin to E-Commerce section

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H

Health4ai

jefflitt1

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C

Check

golproductions

Anti-hallucination firewall for AI coding agents. Validates commands before execution, imports against your package.json, function calls against your source files. Sub-100ms. $0.0068 AUD per check, 120 free on sign-up.

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Go-MCP

virgoC0der

Make your own MCP servers with Golang

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Whoop MCP Server

MCP-Mirror

Mirror of

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mcp-server

vuutla

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Mailgun MCP Server

MCP-Mirror

Mirror of

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GoogleSheet MCP

Aryan1718

This MCP server provides tools to interact with Google Sheets, allowing you to read, write, and update data in your spreadsheets.

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LSP MCP Server

Tritlo

An MCP server that lets you interact with LSP servers

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Maintain Payment

patsnap

PatSnap Maintain Payment MCP is a Model Context Protocol server that connects AI agents to PatSnap's Maintain Payment capabilities. A global patent search tool for freedom-to-operate assessment. It supports query-based, semantic, and image search, and can be combined with patent

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Mapleflow

kalven22

Unified AI API — 30+ models from OpenAI, Anthropic, Google, Groq, and xAI through one API key. Plus translation, weather, and utility endpoints. Pay per token, unused credits auto-refunded.

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My_File_based_MCP_Server

yashwant-dwala

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Sui Dev Mcp

Hzzy2O

A Sui blockchain MCP service for development

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SM

Satoshidata Mcp

whiterabbitco

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MM

Modal MCP

george-bobby

An MCP server for managing Modal — apps, containers, volumes, and secrets — and for deploying & running Modal apps directly from Claude Code and other MCP clients.

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Blockchain Payment

logos-42

基于Base网络的区块链支付MCP(Model Context Protocol)服务器,提供完整的区块链支付功能。

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Political Regulatory Arbitrage MCP Server

apifyforge

Political regulatory arbitrage analysis — cross-jurisdiction regulatory forecasting — delivered as an MCP server for AI agents. Built for legal teams, compliance officers, government affairs professionals, and strategic advisors who need to quantify regulatory divergence, predict

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Mcp X Intelligence

fluyeporlaweb

Search viral content on X/Twitter, analyze any account,

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Ldoce MCP Server

edgardamasceno-dev

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Simple MCP Server

Bloomingg

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mcp-server-openmetadata

tpavelek

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Talonic

talonicdev

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms. Lets AI agents pull clean JSON out of any document via the Model Context Protocol.

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GPTBase-MCP

Hann-Fu

The MCP server of Gbase

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sova

The0wlGuy

TypeScript framework for building MCP servers

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KM

Kubeview Mcp

mikhae1

KubeView MCP is a read-only Model Context Protocol (MCP) server that exposes rich, AI-ready operations for Kubernetes clusters.

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HA

Hotkeyless Ahk Mcp

tim0-12432

MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole computer through hotkeys.

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Octagon Financials MCP

OctagonAI

The Octagon Financials MCP server provides specialized AI-powered financial statement analysis capabilities by integrating with advanced financial analysis agents. Covers over 8,000 public companies with comprehensive analysis of income statements, balance sheets, cash flow state

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Pictify

pictify-io

Generate images, GIFs, and PDFs from AI agents — OG images, social cards, invoices, certificates, and more from natural language.

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Osim Mcp Server

osim-group

OSIM MCP Server is a standardized MCP server implementation providing structured security data standards for AI applications.

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GoDaddy MCP

davidcjw

A Model Context Protocol (MCP) server for managing GoDaddy DNS records. Lets AI assistants (Claude, etc.) list, add, replace, and delete DNS records on any domain in your GoDaddy account.

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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.

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@prismicio/mcp-server

prismicio

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Opportunity Mcp

revolutionarybukhari

Search 10+ youth-opportunity sites — scholarships, fellowships, internships, conferences — from any AI assistant. Aggregates from Opportunities Corners, Opportunity Desk, Scholarships Corner, and more, with deadline tracking and full-text search.

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Hologres MCP Server

spyfree

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💸 FinancialAssistant

nielsenfonseca

Financial MultiAgent Colaboration with MCP Server with Tools

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Morelogin MCP Server

MoreLoginBrowser

mcp server by golang

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KO

Kodus OSV

kodustech

Kodus MCP HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_query/osv_query_batch tools.

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Hedera MCP

pisuthd

MCP server implementation for the Hedera blockchain using the Hedera Agent Kit.

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Raccoon AI MCP Server

raccoonaihq

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Omi MCP Server

fourcolors

mcp server for omi

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Mcp_web_scrapper

Neche-Stephen

A web scrapper to scrap mcp web servers from glama.ai

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Mpesa Daraja MCP Server

jameskanyiri

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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.