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Python MCP Server Template

HappyPathway

Files & Storage

ClaudeLocalMCP.js

chiisen

自己為 Claude 寫本地端 MCP Server (JavaScript版) 很簡單,有手就行😁

Other
A

Agentberg

Agentberg

Agent-to-agent knowledge exchange for trading intelligence. Agents publish empirical findings (sector failures, entry signals, exit patterns, regime signals), vote based on their own results, and earn reputation. Quality

Developer Tools
JM

Jenkins Mcp

kjozsa

MCP server for managing Jenkins operations, listing and triggering builds, reviewing build status.

Other
M

mnemo

jmeiracorbal

Persistent memory for AI coding agents. mnemo stores decisions, bugs, conventions, and discoveries across sessions in a local SQLite database.

Databases

language-server-mcp MCP Server

alexwohletz

Other

MCP TypeScript Tools Server

Albo3

Other

Zabbix Mcp

mpeirone

🔌 Complete MCP server for Zabbix integration - Connect AI assistants to Zabbix monitoring with 40+ tools for hosts, items, triggers, templates, problems, and more. Features read-only mode and comprehensive API coverage.

Developer Tools
RM

Rushdb Memory Layer For Ai Agents And Apps

rush-db

Databases
SM

Searxng Mul Mcp

jae-jae

A Model Context Protocol (MCP) server for SearXNG search engine with multi-query parallel search support

Other

Claude Code Development Environment Setup

hemant-zangoh

Complete development environment setup for Claude Code with MCP servers, dev containers, and long-running job capabilities

AI & Agents

.net Types Explorer Mcp Server

V0v1kkk

A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.

Other

Figma MCP Server

deepsuthar496

Interacts with Figma file content, dev resources, comments, and webhooks.

Media & Design
V

Votura

eugenelabonarsky

Other

Remote MCP Server on Cloudflare

SparkSMB-Tim

Cloud & Infrastructure
MT

Mcp Tmap

yunkee-lee

The MCP connects to TMAP API

Other

NestJS MCP Server Module

rahosung

Other

Model Context Protocol and Fireproof Demo: JSON Document Server

MCP-Mirror

Mirror of

Databases

OneNoteMCP

swax

MCP Server for accessing your OneNote

Other

Mcp X Intelligence

fluyeporlaweb

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

Other
SM

Stockflow Mcp

NmediaCloud

Search & use 18,000+ royalty-free 8K stock images and 4K videos from Stockflow.media — watermarked previews free for drafts, license full-res from $1.

Other

FreeCustom.Email MCP — AI Email + OTP Automation for Agents

DishIs

AI-native disposable email + OTP extraction for LLM agents.

Communication

@outblock/flow-mcp

Outblock

Flow blockchain tools for Model Context Protocol (MCP)

Other

Floyd Weather & Deployment MCP Server

devopsjester

Cloud & Infrastructure

Databricks MCP Server

JustTryAI

A Model Completion Protocol (MCP) server for interacting with Databricks services

Other

FlowMCP

FlowMCP

FlowMCP is a framework for adapting existing web APIs into a standardized Model Context Protocol (MCP) interface, enabling structured, testable, and semantically consistent access for AI systems.

Other

🏥 MCP Server for AWS HealthLake (Mocked)

anandkiran2007

Cloud & Infrastructure

Agentset MCP

MCP-Mirror

Mirror of

Other

Scaled MCP Server

sardonicfusa

ScaledMCP is a horizontally scalabled MCP and A2A Server. You know, for AI. a2a, ai, mcp, mcp-client, mcp-server

Other

Poland Invoice

junter1989k-ai

Remote MCP server: AI agents submit Poland KSeF 2.0 structured invoices (FA3) to the national e-invoice API. Stateless, BYO token.

Gmail MCP Server

gemacjr

Communication

Gmail MCP Server

gkdivya

Communication

Mcp Server Sample

takitaki7474

Other

custom-mcp-server

gauri0203

Other

linear-mcp

section-9-technologies

An unofficial MCP server for accessing Linear

Version Control

Python Runner MCP Server

taiji1985

A MCP Server Of python runner

Other

GitHub MCP Server for Cursor IDE

alfie-tek

GitHub MCP server for Cursor IDE

Developer Tools

MCP Neo4j Server

da-okazaki

mcp-neo4j-server

Other
CR

Code Reaper

kaldonia-labs

CodeReaper is an AI-driven MCP tool for Cursor that finds and removes dead JavaScript by exploring real UIs and capturing V8 coverage

Developer Tools
DN

Do Not Act

aionathenea-eng

Dispute & Resolution Intelligence API for prediction-market agents. donotact_dispute, donotact_watchlist_add and donotact_alerts add a fail-closed, read-only safety gate that flags UMA dispute history and settlement-rule ambiguity before an agent acts. READY / DO_NOT_ACT / INSUFF

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

irvinebroque

Developer Tools

sample-mcp-server MCP Server

wudongjie

An MCP server for testing

Other

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。

Developer Tools
GM

Grasshopper MCP

alfredatnycu

Grasshopper MCP connects Grasshopper to Claude AI through the Model Context Protocol (MCP), enabling AI-assisted 3D parametric modeling and architectural design. (Still in developing, welcome contribution)

Other
C

Customclaw

onlythebestswfl-ops

Other
WM

Wincher Mcp

vmandic

Unofficial Wincher SEO MCP server (stdio). Rankings, competitors, SERPs for Cursor and Claude Code. PyPI: wincher-mcp.

Developer Tools

Admin Transactions MCP

aishwaryaeaswar

Exposing ZoomRx AP APIs via MCP server

Other
DJ

Dad Jokes Mcp

OrenGrinker

A professional Model Context Protocol (MCP) server that brings the joy of dad jokes to your development workflow. Perfect for lightening the mood during code reviews, team meetings, or when you need a quick laugh break.

Other

Todo MCP Server

imsaar

A simple todo model context protocol (mcp) server

Productivity

🌐 MCP Agents

CodeWithHarshAI

MCP Agents is an AI-powered browser automation tool that lets you interact with websites using natural language. Built with Streamlit, OpenAI, and Puppeteer via the Model Context Protocol (MCP), it supports multi-step navigation, interaction, and content extraction—all with simpl

Browser Automation

Roslyn Code Lens

MarcelRoozekrans

Developer Tools

Microsoft Learn MCP Server

microsoftdocs

The Microsoft Learn MCP Server is a cloud-hosted service that enables MCP hosts like GitHub Copilot and Cursor to search and retrieve accurate information directly from Microsoft's official documentation. By implementing the standardized Model Context Protocol (MCP), this service

Other

AytchMCP - Aytch4K Model Context Protocol Server

aytch4k

Model Context Protocol (MCP) server implementation for Aytch4K applications. The MCP server provides an interface for Large Language Models (LLMs) to interact with Aytch4K applications.

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

tekconnekt

Developer Tools
RR

Reaper Reapy Mcp

wegitor

A Python application for controlling REAPER Digital Audio Workstation (DAW) using the MCP(Model context protocol).

Other

MCP Starter Server

MatthewDailey

A start template for a typescript mcp server

Developer Tools
FB

French Business Analyser

Vannelier

Real-time supplier verification for AI agents

Other

HubSpot MCP Server

KaranThink41

Repository Name: hubspot-mcp-summary Repository Description: A Model Context Protocol (MCP) server for managing shared summaries in HubSpot. This project integrates with HubSpot's CRM to create, update, delete, and fetch summary records (stored as Note engagements) through a unif

Data & Analytics

Toronto Open Data MCP Server

vduquette

Data & Analytics
F

Financehub

salveszz

Real-time financial data for AI agents. 14 tools covering crypto prices (CoinGecko/CoinCap), stock quotes (yfinance/Alpha Vantage/Twelve Data), and forex rates (Frankfurter/ExchangeRate-API). Automatic fallback data sources, Redis caching. Free tier: 500 requests/month.

Finance & Commerce

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.