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AC

Atlassian Cli

putcho01

Single-binary MCP server and CLI for Jira and Confluence. CI/CD-friendly, context-efficient, supports both Cloud and Server/DC.Copy

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test-project

schoolonair2022

Repository thử nghiệm để kiểm tra MCP server

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CodePortal MCP Server

TylerALofall

An MCP server that organizes files into properly structured projects using Script_starter.py

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SSH Client MCP Server

jordanburke

MCP server exposing SSH control for Linux servers via Model Context Protocol.

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MCP Server Test

rainemng

MCP Server Test Repository

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Codemagic MCP Server

stefanoamorelli

Codemagic CI/CD MCP Server

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S

Sentry

javaDer

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Code-Index-MCP (Local-first Code Indexer)

ViperJuice

Code indexing MCP server to provide context to coding agents.

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Python MCP Server Template

bellingham07

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Y

Yuexia_test

Sign312

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MCP-OpenLLM

getStRiCtd

LangChain wrapper for seamless integration MCP-servers with different open-source large language models from transformers library.

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Building a Remote MCP Server on Cloudflare (Without Auth)

saachi-sonata

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C

ConsoleSpy

mgsrevolver

This tool captures browser console logs and makes them available to Cursor IDE through the Model Context Protocol (MCP).

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Boilerplate MCP Server

jango-blockchained

A comprehensive TypeScript implementation of the Model Context Protocol (MCP) server with tools, resources, and prompts for LLM integration. Provides a robust foundation for building AI-powered applications with CLI support.

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LS

Local Secrets

Hustada

Store and retrieve API keys and secrets locally for Claude Code. No cloud services, no .env files scattered across projects. Secrets are stored in a SQLite database on your machine and accessed via MCP tools. Supports add, get, list, search, update, and delete operations with cat

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🚀 MCP: The CLI-Based Universal AI Application Connector

ItzEmirKun

🚀 OpenClient- The CLI-Based Universal AI Application Connector! An open-source Model Context Protocol (MCP) implementation that turbocharges LLMs by context provisioning standardization. Quickly connect a server of your choice with our client to boost your AI capabilities. Ideal

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Elecz — Real-Time Electricity Signals for AI Agents

zemloai-ctrl

Real-time electricity spot prices, cheapest hours, and contract recommendations. 31 countries across Europe and Oceania. No authentication required.

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API-MARKET MCP Server

MCP-Mirror

Mirror of

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C

Clirank

alexanderclapp

API intelligence for AI coding agents. CLIRank scores 387 APIs on agent-friendliness: auth method, CLI tools, headless operation, pricing transparency. Six MCP tools for API discovery, comparison, scoring, and docs retrieval. Built for Claude Code, Cursor, Copilot, Codex, and Win

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mcp-grpc-transport

rustycl0ck

gRPC transport for MCP servers

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MCP テンプレート

SiroSuzume

MCPサーバーのテンプレート模索

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mcp-pymilvus-code-generator

brcarry

A pimilvus code generating helper with SSE-based MCP support

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T

Test_server

optimism-java

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Talos Linux Mcp Server

Nosmoht

MCP server for Talos Linux cluster management via the native gRPC API

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PA

Pinako Ai Bridge

teleomorph

Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension for tab, window, library, and bookmark management, to local AI clients (Claude Desktop, Claude Code, Cursor, Windsurf, Cline, Roo Code, Continue.dev, and any HTTP MCP client). Because the bridge runs in

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cyn_test

cynthiaxhe

Test repository created via MCP server.

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G

Gurddy

novvoo

A Model Context Protocol (MCP) server providing solutions for Constraint Satisfaction Problems (CSP) and Linear Programming (LP). Built on the gurddy optimization library, it supports solving a variety of classic problems through two MCP transports: stdio (for IDE integration) an

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Building a Remote MCP Server on Cloudflare (Without Auth)

IlanKalendarov

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GoodBarber Public Mcp

goodbarber

Manage your GoodBarber app via natural language across eCommerce, Community, and Membership. Hosted MCP with OAuth — products, orders, promo codes, push broadcasts, customer subscriptions, traffic analytics. Connect from Claude Desktop, Cursor, VS Code, or any MCP-compatible clie

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F—

Fullrun — Google Ads For Ai Agents

tuckerschreiber

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Harbor

luke-fairbanks

Native macOS app that boots all your local dev servers with one button: smart port allocation, crash recovery, live resource monitoring, and an in-process MCP server so Claude/Codex can drive your dev environment.

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data-generator-java-mcp-server

uthircloudnative

A Java based MCP server to connect Data Generator API through AI client

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MCP Vision Adapter

MetehanYasar11

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Cline Mcp Server Test

suzukalight

ClineとMCP Serverの接続をテストするためのリポジトリです。

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Building a Simple MCP Server in Python Using the MCP Python SDK

ruslanmv

The Model Context Protocol (MCP) is a standardized way to supply context to large language models (LLMs). Using the MCP Python SDK, you can build servers that expose data (resources), functionality (tools), and interaction templates (prompts) to LLM applications in a secure and m

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S

Shellguard

jonchun

ShellGuard is an MCP server that lets LLM agents securely SSH into remote Linux hosts with read-only shell access. Instead of copy-pasting terminal output, your AI can run safe diagnostics, inspect logs, query systems, and troubleshoot production, staging, or dev environments aut

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Math Mcp Server

111-test-111

This project implements a math MCP server with the help of fastmcp, aiming to provide tools for LLMs to perform complex mathematical calculations and analyses.

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LM

Langfuse Mcp

hugoles

TypeScript MCP server for the Langfuse Public API with tools to query traces, observations, sessions, scores, prompts, datasets, and metrics from any MCP client.

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Hacker News MCP — by NeCL – Neural Engineering & Cognitive Logic

adjacentai

Hacker News tools for AI agents (MCP server). Top stories, comments thread, full-text search via Algolia. No API key required. By NeCL.

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AM

Aikount Mcp

mutonby

Spanish accounting (contabilidad) for AI agents — issue invoices, OCR expense PDFs into deduplicated purchases, reconcile bank movements, and prepare the quarterly VAT return (Modelo 303) over the Aikount REST API. For autónomos, SMEs and gestorías. Works with Claude, Cursor and

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Building a Remote MCP Server on Cloudflare (Without Auth)

dturkuler

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usensedata-mcp-server-query-china-company

usensedata

羽山数据API服务现已全面兼容MCP协议,打造数据服务MCP Server。usensedata-mcp-server-query-china-company项目为企业类数据查询服务server,用户可通过简单配置快速通过LLM使用羽山数据企业类数据服务。依赖MCP Typescript SDK,可在支持MCP协议的智能体助手中快速接入。

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FM

Fastf1 Mcp Server

Surya96t

MCP server for Formula 1 data via the FastF1 library. Ask Claude (or any MCP-compatible client) about race results, lap times, telemetry, standings, pit stops, and qualifying — with historical data back to 1950 via the Ergast API.

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Compuute MCP Security Scanner

Compuute

Scan-as-a-Service for MCP servers — HTTP+MCP wrapper around compuute-scan

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MCP HONO SERVER

wudongjie

A template for using hono to serve MCP server in streamableHTTP

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Justrunmy.app Hosting MCP Server

justrunmy-app

Connect your agent to securely create, update, and operate your applications. Build from source archives or use registry images, configure env vars, ports, volumes, and commands, and manage lifecycle actions. Inspect status and logs, run commands in running containers, and deploy

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mcp-server-test

i-icc

MCP サーバーのテスト

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IntoDNS MCP Server — DNS & Email Security Scanning

RoscoNL

Free MCP server that gives Claude, Cursor, Windsurf, and other AI assistants live DNS and email security scanning. Exposes 5 tools: scan_domain (full DNS & email security scan with A+ to F grade), check_email_security (SPF, DKIM, DMARC + blacklists), lookup_dns (any record type),

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EnreachVoice API MCP Server

mokso

EnreachVoice API MCP Server

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microCMS MCP サーバ

burnworks

MCPサーバでmicroCMS APIを利用可能にする

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MCP Server TypeScript Starter

yhwancha

A starter template for creating a Model Context Protocol (MCP) server using TypeScript

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Semgrep Server

stefanskiasan

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Building a Remote MCP Server on Cloudflare (Without Auth)

mcc

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WhatsApp MCP Server with Wati API

wati-io

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mcp-server-test-py

mkataigi

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Web Cat API

Kode-Rex

The repo for the GPT webcat

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Homebrew Tap for jira-cli-mcp

choplin

Homebrew tap for jira-cli-mcp - MCP server that wraps jira-cli for AI assistants

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C

Collègue

VynoDePal

Collègue est un serveur MCP d’assistance au développement, basé sur FastMCP, qui automatise l’analyse, la génération, le refactoring, la documentation et la création de tests unitaires pour du code multi‑langages, avec configuration LLM dynamique et intégration OAuth/Keycloak.

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AT

Api Territoire France

mathiasextremo

MCP (Model Context Protocol) server for API Territoire — access French territorial data directly from AI assistants like Claude, ChatGPT, Cursor, and more.

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DM

Dechonet Mcp

node-man

Domain security reconnaissance for AI agents — 13 tools (DNS, SSL, HTTP headers, email auth, port scan, ASN, RDAP) with a 0–100 Health Score. Free, no API key

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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.