MCP Demo Examples MCP Servers

Educational and reference implementations of MCP servers, ranging from minimal "Hello World" examples to multi-transport demonstrations with frameworks. Includes proof-of-concept projects, architecture showcases, and starter templates. Does NOT include production-ready tools, domain-specific integrations, or framework SDKs.

There are 279 mcp demo examples servers tracked. 3 score above 70 (verified tier). The highest-rated is PrefectHQ/fastmcp at 94/100 with 23,593 stars and 78,413,808 monthly downloads. 3 of the top 10 are actively maintained.

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# Server Score Tier
1 PrefectHQ/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients.
94
Verified
2 datalayer/jupyter-mcp-server

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.
87
Verified
3 tadata-org/fastapi_mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
72
Verified
4 samuelgursky/davinci-resolve-mcp

MCP server integration for DaVinci Resolve
68
Established
5 alondmnt/joplin-mcp

MCP server for the Joplin note taking app
63
Established
6 czasg/pywss

一个轻量级的 Python Web 框架，一站式集成 MCP SSE、StreamHTTP 和 MCPO 协议，助你轻松构建MCP Server🔥
60
Established
7 mhajder/librenms-mcp

MCP server for LibreNMS management
59
Established
8 promplate/hmr

Real hot-module reload for Python—side effects handled reactively....
56
Established
9 RyoJerryYu/mcp-server-memos-py

A Python package enabling LLM models to interact with the Memos server via...
53
Established
10 subspace-lab/matlab-mcp-server

Matlab MCP Server in python
53
Established
11 SimplyMinimal/fleet-mcp

An MCP server for Fleet
51
Established
12 chartmogul/chartmogul-mcp-server

The MCP server for ChartMogul
51
Established
13 PyPtt/ptt_mcp_server

The best PTT MCP server
51
Established
14 pwno-io/pwno-mcp

MCP for Pwn
51
Established
15 mhajder/ghostfolio-mcp

MCP server for Ghostfolio management
50
Established
16 ahmedeltaher/azan-mcp

Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP...
50
Established
17 ColeMurray/moondream-mcp

Moondream MCP Server in Python
50
Established
18 MohamedElashri/inspirehep-mcp

InspireHEP MCP Server
48
Emerging
19 Oceanswave/tescmd

A Python CLI for querying and controlling Tesla vehicles via the Fleet API....
47
Emerging
20 Jelloeater/activitywatch-mcp-server-py

ActivityWatch MCP Server
47
Emerging
21 cobanov/teslamate-mcp

A Model Context Protocol (MCP) server that provides access to your TeslaMate...
47
Emerging
22 ebowman/mcp-server-things

A rich MCP server for Things
46
Emerging
23 chrisleekr/mcp-server-playground

A playground for Model Context Protocol (MCP) server built with TypeScript...
45
Emerging
24 MohamedElashri/root-mcp

MCP server for ROOT CERN files
45
Emerging
25 github-samples/turn-based-game-mcp

A turn-based games app built with Next.js and TypeScript that features...
45
Emerging
26 dhanababum/supermcp

🚀 SuperMCP - Create multiple isolated MCP servers using a single connector....
45
Emerging
27 stevereiner/python-alfresco-mcp-server

Python based MCP Server for Alfresco using python-alfresco-api and FastMCP 2.0
45
Emerging
28 talhaorak/pytaiga-mcp

A MCP server for interacting with Taiga Project Manager
45
Emerging
29 morningman/mcp-doris

An MCP server for Apache Doris & VeloDB
44
Emerging
30 Arindam200/devto-mcp

MCP Server of DevTo
43
Emerging
31 litmusautomation/litmus-mcp-server

Official MCP server for configuring Litmus instances.
41
Emerging
32 dweigend/joplin-mcp-server

A Model Context Protocol (MCP) Server for https://joplinapp.org/ that...
40
Emerging
33 permitio/permit-fastmcp

Permit.io authorization middleware for FastMCP servers
40
Emerging
34 nvsofts/jlcpcb-parts-mcp

JLCPCB PCBA向けの、部品探しを補助するためのMCPサーバー
40
Emerging
35 maocatooo/flask-mcp-plus

Flask-MCP-Plus is a Flask-based Streamable MCP(Model Context Protocol)...
40
Emerging
36 lobehub/mcp-hello-world

A simple Hello World MCP server for CI/CD test
40
Emerging
37 marlenezw/publish-mcp-server

A Python package to help developers publish their MCP severs to the MCP Registry
39
Emerging
38 klapaudius/symfony-mcp-server

A Symfony package designed for building secure servers based on the Model...
39
Emerging
39 marketcalls/openalgo-mcp

Documentation
39
Emerging
40 aplavin/julia-mcp

MCP server for persistent Julia sessions — fast iteration without...
37
Emerging
41 yshalsager/mcp-4get

A MCP server that provides seamless access to the 4get.ca Meta Search Engine...
37
Emerging
42 openstack-kr/python-openstackmcp-server

openstack mcp server
37
Emerging
43 darkClaw921/fast-bitrix24-mcp

MCP сервер для взаимодействия с Bitrix24 rest api на основе fast-bitrix24
35
Emerging
44 filthyrake/damens_mcps

A collection of MCP servers I've put together with various AI tools for...
35
Emerging
45 Knuckles-Team/archivebox-api

ArchiveBox API and MCP Server
35
Emerging
46 covagashi/Eplan_2026_IA_MCP_scripts

Creating MCP server for EPLAN 2026
35
Emerging
47 mcp-auth/python

🔐 Plug-and-play auth for Python MCP servers.
35
Emerging
48 mumez/pharo-smalltalk-interop-mcp-server

A local MCP server to communicate local Pharo Smalltalk image
35
Emerging
49 rossshannon/Things3-MCP

MCP server for Things 3 with read/write support for tasks, projects, areas and tags.
34
Emerging
50 husniadil/fastmcp-builder

A comprehensive Claude Code skill for building production-ready MCP servers...
34
Emerging
51 youhaozhao/cninfo-mcp

巨潮资讯网 MCP Server
34
Emerging
52 shaktech786/arr-suite-mcp-server

MCP Server for Plex + the *arr suite of media server tools

34
Emerging
53 datawhalechina/mcp-lite-dev

共学《MCP极简开发》项目代码
34
Emerging
54 rosseboe/opcua-mcp

Demo project to showcase MPC and OPC-UA
33
Emerging
55 omniwaifu/arr-assistant-mcp

Simple MCP server for adding media to 'arr software (radarr, sonarr)
33
Emerging
56 nkapila6/mcp-helvarnet

MCP server to control your Helvar DALI lighting system
33
Emerging
57 remyguercio/tailscale-mcp-echo

Identity aware MCP server example using Tailscale serve.
33
Emerging
58 gurkanfikretgunak/mcp_server

A production-ready MCP (Model Context Protocol) server for managing Python...
33
Emerging
59 donlothario/stash_mcp_server

MCP server that exposes advanced tools for querying a Stash instance.
32
Emerging
60 AuraFriday/mcp-link-server

Local MCP server with included tools, that runs on Windows, Mac, and Linux

32
Emerging
61 getsimpletool/mcpo-simple-server

MCP Calling Servere via SSE and OpenAPI
32
Emerging
62 contraptionco/mcp

An experimental MCP server for Contraption Company essays
32
Emerging
63 sandraschi/inkscape-mcp

FastMCP 3.1 MCP server for controlling Inkscape svg editor. Includes Webapp
31
Emerging
64 wavyrai/rm-mcp

MCP server for accessing reMarkable tablet data
31
Emerging
65 benjaminr/mcp-koii

MCP Server for Teenage Engineering EP-133 KO-II
30
Emerging
66 rwachters/mcp-hello-world

A Kotlin 'Hello World' example for the Model Context Protocol (MCP). This...
30
Emerging
67 dsimile/mcp-neo4j-server-sse

mcp-neo4j-server-sse is an MCP server that uses Server-Sent Events (SSE) or...
30
Emerging
68 spoonbobo/otrs-mcp-server

OTRS MCP server
29
Experimental
69 ebowman/rescuetime-mcp

MCP interface to the rescuetime API
29
Experimental
70 pepuscz/typefully-mcp-server

MCP server for Typefully service
29
Experimental
71 07pepa/unofficial_mapy_com_mcp

An simlpe mcp server for mapy.com
29
Experimental
72 risingwavelabs/risingwave-mcp

RisingWave MCP Server
29
Experimental
73 avarant/typesense-mcp-server

MCP server for Typesense
29
Experimental
74 gauravsingh8026/fastmcp-example

A complete example demonstrating how to build an MCP (Model Context...
29
Experimental
75 hesreallyhim/mcp-server-isitdown

An MCP server that checks if a website is currently down by querying the...
29
Experimental
76 jeettrivedi/wizlights-mcp-server

Model Context Protocol (MCP) server to allow LLMs to controls WiZ devices.

29
Experimental
77 theredbluepill/otrs-mcp-server

OTRS MCP server
29
Experimental
78 extinctsion/mcp-py-devto

MCP server written in python for dev.to
28
Experimental
79 codit04/TechMCP

MCP server for PSG College of Technology
28
Experimental
80 musantro/iracing-mcp

A model context protocol server to chat with iRacing data.
28
Experimental
81 dividor/hdx-mcp

MCP server for the Humanitarian Data Exchange (HDX) API
28
Experimental
82 KeshavVarad/NextMCP

A wrapper of FastMCP that has less boiler plate.
28
Experimental
83 bluemoonfoundry/daz-mcp-server

MCP server wrapping the DazScriptServer HTTP plugin for DAZ Studio
27
Experimental
84 caomengxuan666/MCPServer.cpp

A high-performance C++ implementation of the Model Communication Protocol...
26
Experimental
85 piebro/echo-mcp-server-for-testing

A simple echo MCP (Model Context Protocol) Server for testing MCP Clients.
26
Experimental
86 AlwaysSany/fastapi-multi-server-mcp

A comprehensive FastAPI application that hosts multiple MCP servers, each...
26
Experimental
87 e2b-dev/mcp-demo

Example of using MCP Gateway with E2B sandboxes
26
Experimental
88 mfreeman451/json-logs-mcp-server

MCP server for Python JSON logs
26
Experimental
89 Adrie-coder/jlcpcb-parts-mcp

JLCPCB PCBA向けの、部品探しを補助するためのMCPサーバー
26
Experimental
90 davlgd/mcp-clever-demo

Have fun with MCP from Clever Cloud's documentation and Clever Tools
25
Experimental
91 mjucius/cozi_mcp

Unofficial MCP to talk with your Cozi Family Organizer account.
25
Experimental
92 GitHub30/note-mcp-server

A lightweight Python MCP (Message Communication Protocol) server...
25
Experimental
93 eadm/grain-mcp-server

MCP Server for Grain
25
Experimental
94 Harshitshukla2003/SSE-Server

📊 Monitor real-time HTTP requests with this Server-Sent Events (SSE) tool,...
24
Experimental
95 portal-labs-infrastructure/number-guessing-game-mcp-server

A demonstration Model Context Protocol (MCP) server implemented in...
24
Experimental
96 metaodi/metaodi-mcp-server

MCP server for my tools like OpenERZ or tecdottir.
24
Experimental
97 qingw-dev/aworld-mcp-servers

The accompanying repository for the AWorld project.
24
Experimental
98 ShunsukeHayashi/tyrano-studio-mcp

MCP Server for TyranoStudio - Project management and TyranoScript development tools
24
Experimental
99 ruliana/mcp-chain

A middleware architecture for MCP (Model Context Protocol) servers with...
24
Experimental
100 GitHub30/qiita-mcp-server

A minimalist Python server for publishing Qiita articles via MCP API Simple,...
24
Experimental
101 dominicholmes21/hello-world-mcp

Simple MCP server that returns "Hello World!" message. Easy to set up with...
24
Experimental
102 soycanopa/SupaThings-MCP

Things 3 MCP server for macOS with SQLite reads, official things:/// URL...
23
Experimental
103 tylerjhayden/mcp-demo

Enterprise-grade MCP (Model Context Protocol) server demonstrating...
23
Experimental
104 lgndluke/REI3-Tickets-MCP-Server

A simple FastMCP server for the REI3 Tickets application. Designed to...
23
Experimental
105 Stopa/tyta

A command-line interface and MCP server for Toyota Connected Services API
23
Experimental
106 amirkaromashkin/babybuddy-mcp

MCP Server for BabyBuddy
23
Experimental
107 ryanInf/http_mcp

基于 FastMCP 的安全 HTTP 请求工具，支持原始报文发送、安全控制、HTTP 代理与文件上传。A secure MCP tool for...
23
Experimental
108 sshh12/mcp-demo

URL MCP is a proof of concept stateless MCP server builder that allows users...
23
Experimental
109 LeslieLeung/mcp-server-memos

A MCP(Model Context Protocol) server for Memos.
23
Experimental
110 cmudrc/su2-mcp

An MCP for SU2
23
Experimental
111 rb58853/simple-mcp-server

A python implementation of the Model Context Protocol (MCP) server with...
23
Experimental
112 SunnyCloudYang/hugo-mcp

A powerful MCP (Model Control Protocol) server for managing Hugo static site...
22
Experimental
113 vaur94/mcpbase

stdio-first MCP sunucu referans deposu / stdio-first reference repository...
22
Experimental
114 leestott/mcpdemos

MCP Demos - 8 Node.js/TypeScript demos showcasing Model Context Protocol...
22
Experimental
115 weijie-tan3/trino-mcp

A MCP for querying Trino
22
Experimental
116 PsychoSmiley/mcp-to-mcp

minimal proof-of-concept where two LLMs play Tic-Tac-Toe against each other...
22
Experimental
117 nafshar2026/mcp_server

An MCP Server architecture featuring a Catalog Server that tracks all the...
22
Experimental
118 owncloudharry/aimp-mcp-server

MCP Server zur Steuerung von AIMP
22
Experimental
119 jenreh/appkit-bpmn-server

MCP Server to generate and edit BPMN processes
22
Experimental
120 46nori/mcp-serial-bridge

シリアル通信を介して外部デバイスを操作するMCPサーバー
22
Experimental
121 sachin-philip/raindrop.io-mcp

An MCP server for Raindrop.io
22
Experimental
122 MikeORed/random-tables-mcp

MCP server for generating dynamic random tables for tabletop RPGs with...
22
Experimental
123 cwt/hg-mcp

MCP server for Mercurial repository interaction
22
Experimental
124 Jannled/DoorstopMCP

A MCP Server for the Doorstop Requirements Engineering Framework
22
Experimental
125 Mr-xn/cfr_mcp_server

这是一个基于 Python 的 MCP (Model Context Protocol) 服务器实现，封装了 `cfr.jar` 反编译功能，并支持...
22
Experimental
126 lodordev/mcp-teslamate-fleet

MCP server for TeslaMate analytics + Fleet API commands via Claude Code
22
Experimental
127 mrexodia/test-mcp

Simple MCP server for testing purposes.
21
Experimental
128 bashar94/flask-mcp-server

Most advanced Flask-based MCP server
21
Experimental
129 gkzhb/crawl4ai-mcp-py

A collection of MCP Servers
21
Experimental
130 ry-ops/starlink-enterprise-mcp-server

MCP server for managing Starlink terminal fleet through the Starlink Enterprise API
21
Experimental
131 druellan/Productive-Simple-MCP

Read-only implementation for the Productive API into a MCP server
21
Experimental
132 quyansiyuanwang/oh-my-mcp

⚡ Fast and simple MCP server implementation in pure Python. Plug-and-play...
21
Experimental
133 Horizon-Digital-Engineering/fpe-demo-mcp

Lightweight MCP server demonstrating FF3 Format Preserving Encryption with...
21
Experimental
134 lusky3/play-store-mcp

An MCP (Model Context Protocol) server that connects to the Google Play Developer API
21
Experimental
135 virusimmortal00/sensortower-mcp

MCP Server for connecting to the Sensor Tower APIs
20
Experimental
136 Knuckles-Team/fan-manager

Manager your Dell PowerEdge Fan Speed with this handy tool!
20
Experimental
137 RajeevAtla/dexMCP

Pokedex MCP server
20
Experimental
138 petrijr/openscad-mcp

MCP Server for OpenSCAD
20
Experimental
139 cmudrc/pycycle-mcp

An MCP for pyCycle
20
Experimental
140 rcrsr/fastapi-mcp-router

Expose MCP tools from your FastAPI app without adopting a separate framework.
20
Experimental
141 danielcregg/mcp-demo

Interactive visual demonstration of the Model Context Protocol (MCP)...
20
Experimental
142 CodelyTV/webmcp-course

WebMCP course examples
20
Experimental
143 knownsec/mcp_log_analyzer

创宇云防御平台日志分析MCP服务器
20
Experimental
144 pbv7/worksection-mcp

Multi-tenant MCP server for Worksection with comprehensive read-only tools
20
Experimental
145 TECHIES-V1/futher-mcp

official MCP repo for the Futher project
20
Experimental
146 garootman/drheaderplus-mcp

MCP sever for drHeaderPlus library
19
Experimental
147 pjqdyd/mcp-ts-demo

TypeScript MCP服务案例Demo项目
19
Experimental
148 arpe-io/fastbcp-mcp

MCP server for FastBCP
19
Experimental
149 opastorello/olist-mcp-server

MCP server for Olist ERP (Tiny) API v3 — 168 tools auto-generated from...
19
Experimental
150 brocla/connectivity-mcp-server

MCP server for network diagnostics.
19
Experimental
151 hidao80/memory_mcp

This is a memory MCP server for the desktop extension, designed to run...
19
Experimental
152 akrowczyk/tessie-mcp-server

Control and monitor your Tesla via Claude or any MCP-compatible AI...
19
Experimental
153 brocla/boggle_solver

Python Boggle solver. Demonstrates Trie data structures and...
19
Experimental
154 arpe-io/fasttransfer-mcp

MCP server for fastTransfer
19
Experimental
155 SirBeepington/sosalot

MCP Server to provide access to sos reports' data.

19
Experimental
156 stevezhouht/lottery-mcp-server

MCP server for Chinese lottery (双色球/大乐透) data query and prize checking
19
Experimental
157 jonmatum/mcp-dual-interface-demo

Demonstrates dual-interface architecture: same business logic powering both...
19
Experimental
158 mcp-tool-shop-org/mcp-examples

Example workspaces for MCP Tool Shop
19
Experimental
159 amitdhongde/fastapi_mcp_v1

Fastapi_MCP_V1
19
Experimental
160 jasonkholden/ne_power_grid_mcp_server

MCP Server for the NE Power Grid
19
Experimental
161 lmseidler/jupyter-interpreter-mcp

Serving access to a JupyterHub as code interpreter sandbox for LLMs using MCP.
19
Experimental
162 Ethern-Myth/mcp-server-demo

A demonstration of creating a Model Context Protocol (MCP) server that can...
19
Experimental
163 GitHubNull/burp-api-mcp

基于 FastAPI 和 MCP（Model Context Protocol）协议的 Burp Suite Montoya API 文档查询服务端。
19
Experimental
164 zv-louis/mcp7zop

A Local MCP server for operating 7-zip CUI interface
19
Experimental
165 linzeyang/joplin-mcp-server

Joplin MCP Server
19
Experimental
166 builderpepc/Cozmo-MCP

MCP server for DDL/Anki Cozmo robots using PyCozmo
18
Experimental
167 wenb1n-dev/easyMcp

Enable developers to quickly build an MCP server service framework that...
18
Experimental
168 yusufk/salaah-mcp

A FastAPI and MCP service providing Islamic prayer times calculations

18
Experimental
169 DiscreteTom/mock-mcp-server

A mock MCP server for testing MCP client implementations and development workflows.
18
Experimental
170 TechWithTy/lightspeed_mcp

Lightspeed MCP: FastAPI + FastMCP integration with automatic discovery of...
18
Experimental
171 tgmclaughlin/harvest-mcp

MCP server for Harvest time-tracking
18
Experimental
172 keta1930/open-mcp-servers

This project collects the various MCP tools I develop and use daily, hoping...
18
Experimental
173 Tokeii0/MemProcFS-mcp-server

MemProcFS-mcp-server
18
Experimental
174 kimtth/mcp-remote-call-ping-pong

🏓 An experimental and educational script for Ping-pong server demonstrating...
17
Experimental
175 rawsab/aladhan-MCP-server

The first MCP server for Aladhan: Prayer Times, Qibla, Hijri Conversion, and...
17
Experimental
176 tomholford/mcp-tic-tac-toe

Play tic-tac-toe against an LLM via MCP
17
Experimental
177 phimage/mcp-overkiz

MCP server for controlling lights using pyoverkiz
17
Experimental
178 mumez/smalltalk-validator-mcp-server

MCP server for validating tonel formatted st files and smalltalk methods
17
Experimental
179 coreBOS/MCP

MCP servers for interactions with Evolutivo.FW
17
Experimental
180 nzwi263/fastmcp-quickstart-20250815-2h6x

A MCP server to access Morpho protocl vault data across multiple blockchain...
17
Experimental
181 gryfai/mcp-uptime-kuma-open

Uptime Kuma Open MCP - Developed by GryfAi
17
Experimental
182 ChiragAgg5k/poke-mcp

pokemon MCP server using PokeAPI
17
Experimental
183 imvickykumar999/MCP-Server-Client

Unserstanding basics of MCP using fastmcp
16
Experimental
184 praveenc/mcp-server-builder

MCP server that builds MCP servers from the latest spec
16
Experimental
185 tensorfreitas/lunatask-mcp

Unofficial Lunatask MCP server
16
Experimental
186 nestordemeure/gallica-mcp

MCP server for Gallica.bnf.fr
16
Experimental
187 wangsquirrel/divination-chart-mcp

An MCP server for making divination chart including six-line
16
Experimental
188 AllanSJoseph/InventorySystem_MCP_Server

A Python-based MCP Server for an Inventory Management System.
16
Experimental
189 mhattingpete/oenskeskyen-mcp

A repo containing a MCP server and API for Ønskeskyen
16
Experimental
190 dhso/remote-mcp

This is a MCP service that can be remotely called, built on FastMCP.
16
Experimental
191 applemk2-git/mcp-server-with-fastapi_mcp

An example MCP server implementation built with FastAPI_mcp
15
Experimental
192 jackalterman/securenote-link-MCP-server

An MCP server for securenote.link
15
Experimental
193 jkawamoto/mcp-memos

A MCP server for interacting with Memos
15
Experimental
194 Franky-Neto/mcp-clint-crm

Clint CRM MCP Server. This is a non oficial MCP Server for Clint CRM.
15
Experimental
195 lka/mcp_server_windows_launcher

MCP Server für den Start von MS Edge
15
Experimental
196 openmediavault/openmediavault-mcp

MCP server for openmediavault
15
Experimental
197 nestordemeure/archives-mcp

MCP server for Archives.org
15
Experimental
198 giffeler/car_repair

A production-ready FastAPI application demonstrating enterprise-grade...
15
Experimental
199 Jimdrews/mcp-server

A production-ready, extensible template for building Model Context Protocol...
15
Experimental
200 mtboren/MCPLearning

Learning some things about the MCP
15
Experimental
201 aidamian/mcp-workshop

This is a MCP workshop repo for learning purposes
15
Experimental
202 jonasneves/webmcp-poc

Proof-of-concept demonstrating WebMCP — web pages exposing tools to AI...
14
Experimental
203 John-Yang-2013/mcp-server

This is a MCP server demo
14
Experimental
204 Jelloeater/ulanzi-mcp

MCP server and CLI for Ulanzi TC001 Smart Pixel Clock (AWTRIX3 firmware)
14
Experimental
205 ShiiRochi/hello-world-mcp

A sample of an MCP server exposing a tool called "hello" saying "Hello World!"
14
Experimental
206 hamishfromatech/business-mcp-servers

A collection of production-ready MCP (Model Context Protocol) server...
14
Experimental
207 CNSeniorious000/temporary-mcp-servers

A collection of MCP servers including: discord-mcp (Discord API...
14
Experimental
208 superbeetle1973/fastmcp-oauth

OAuth 2.1 + PKCE auth layer for FastMCP — connect any MCP server to claude.ai
14
Experimental
209 Agent-Hellboy/py-mcp

A Simple Framework for Creating an MCP Server using sse protocol
14
Experimental
210 shadowcz007/memory_mcp

一键启动 memory mcp ，对外提供sse服务
14
Experimental
211 shariethernet/mcp-sandpipersaas

An MCP server for sandpiper - a TL-Verilog compiler, that outputs...
14
Experimental
212 kostadindev/League-of-Legends-MCP

Unified MCP server for all League of Legends Riot API endpoints.
14
Experimental
213 GauranshMathur/ARR_MCP

An MCP server for your *Arr stack for you to be able to communicate, find...
14
Experimental
214 adamoutler/joplin-server-vector-memory

An MCP search and memory system for Joplin Notes
14
Experimental
215 thegostisdead/first-mcp

Built to learn how MCP tools work
14
Experimental
216 sandraschi/xkcd-mcp

MCP server plus mini webapp for showing xkcd comics. uses official api
14
Experimental
217 qmed-asia/mcp-askcpg

mcp server for askcpg, a product of qmed.asia
14
Experimental
218 psaboia/PinThePiece

A Python MCP server for note management
14
Experimental
219 frankiewarren/hello-mcp-server

A simple Hello World MCP (Model Context Protocol) server built with TypeScript
13
Experimental
220 joereg4/pokeapi-mcp-server

MCP server for accessing Pokémon data from PokeAPI. Designed for AI...
13
Experimental
221 tryterra/terramcp

MCP Server for Terra's Dashboard
13
Experimental
222 xuio/ltspice-mcp

LTSpice MCP Server
13
Experimental
223 Gabry848/MyTaskly-mcp

Model Context Protocol (MCP) server for MyTaskly with OAuth 2.1 JWT...
13
Experimental
224 dx-tooling/maas-projectpage

Code for generating the 'MCP as a Service' project homepage.
13
Experimental
225 aymenfurter/ado-mcp-server-python

Sample ADO MCP Server

13
Experimental
226 mumez/pharo-nc-mcp-server

MCP server for retrieving smalltalk code and metrics information from pharo
13
Experimental
227 skymerse/notamify-mcp

(interpreted) Notam MCP server
13
Experimental
228 kingabzpro/FastMCP-Project

Building the Simple MCP server and Client with FastMCP 2.0
13
Experimental
229 SpanishST/hueclientrest-mpc

Hadoop Hue MCP
12
Experimental
230 yigitkonur/example-mcp-stateful

stateful MCP server with Redis sessions, event sourcing, and horizontal scaling
12
Experimental
231 yigitkonur/example-mcp-sse

reference MCP server over SSE transport — calculator domain, teaching patterns
12
Experimental
232 ajkumar-13/What-The-Hell-is-MCP

My MCP learning journey
12
Experimental
233 jm12138/MCPWrapper

MCPWrapper 用于将 Python 包封装为 MCP 服务，通过命令行将模块函数暴露为可被 MCP 客户端调用的接口，无需修改代码。服务，供支持...
12
Experimental
234 tpancholi/python_mcp_server

A mcp server created using fastmcp to implement pandas functionality
12
Experimental
235 BeaverHouse/mcp-rest-sample

Python sample code for MCP server + REST API (FastAPI) integration
12
Experimental
236 ellettie/iracing-mcp-server

MCP Server for iRacing
12
Experimental
237 FogMoe/hello-world-mcp

Use this project to verify that your MCP server is properly configured and...
12
Experimental
238 uzerone/ParticlePhysics-MCP-Server

Bridging natural-language interfaces with rigorous particle physics outputs.
12
Experimental
239 h1ddenpr0cess20/mcp

various MCP servers I made
12
Experimental
240 mdfranz/openobserve-oss-mcp

A Basic MCP Server for OpenObserve OSS
12
Experimental
241 kavith-k/daft-mcp

An MCP server for daft.ie using the daftlistings library
12
Experimental
242 CynicalHeart/mcp-started-guide

MCP简单示例，用于通过开放平台调用顺丰的查询接口
11
Experimental
243 bluemoonfoundry/vangard-daz-mcp

MCP server wrapping the DazScriptServer HTTP plugin for DAZ Studio
11
Experimental
244 b-rohit/mcp-fastapi-hello-world

Hello world code for FastAPI + MCP
11
Experimental
245 RicardoFreitasAraujo/mcp-cep-python

VEJA COMO É FÁCIL CRIAR UM SERVIDOR MCP! - FastMCP + Python url:...
11
Experimental
246 SmartOnlineJudge/smartoj-mcp-server

智能算法刷题平台——MCP服务器
11
Experimental
247 paolino/mcp-memory-server

MCP server for system memory monitoring and process management
11
Experimental
248 rongcloud/rongcloud-server-mcp-python

rongcloud-server-mcp-python is an MCP server built on the FastMCP framework,...
11
Experimental
249 sachnaror/mcp-restaurant-server

MCP API server example : where customers can order from a fun dummy...
11
Experimental
250 harshpreet931/mcp-server-examples

Plug-and-play server examples for the Model Context Protocol (MCP), built...
11
Experimental
251 SepulvedaRafael/booksapi-mcp

This project was created by a study exploring the Model Context Protocol...
11
Experimental
252 electrocucaracha/mcp-website-fetcher

MCP Demo server
11
Experimental
253 A-Somniatore/kratos-mcp

MCP server for the Kratos deployment platform — 77 tools, 7 resources
11
Experimental
254 wasabina67/mcp-server-python-example

MCP server python example
11
Experimental
255 xpqz/ac-mcp

An MCP server for APLCart
11
Experimental
256 spoonbobo/moodle-mcp-server

Moodle MCP Server
11
Experimental
257 Avery2/things3-mcp-tools

Things3 MCP server and automation toolkit.
11
Experimental
258 KimiJL/fastapi-mcp

Example web app mounting a model context protocol (MCP) server on a FastAPI server
11
Experimental
259 burnsjustind/pokemon-mcp-test

Small MCP server test using pokeapi.
11
Experimental
260 k-nkmt/basic_sas_mcp

MCP server based on saspy
11
Experimental
261 gojoel/google-play-mcp

MCP server for managing apps on Google Play,
11
Experimental
262 audio-research-projects/redpanal-mcp-server

MCP para acceder a la plataforma RedPanal.org
11
Experimental
263 neocode24/mcp-demo

MCP (Model Context Protocol) demonstration project
11
Experimental
264 agentoverlay/mcp-servers

mcp-servers. currently only a git based mcp
11
Experimental
265 pavelkushtia/SimpleMcp

A simplistinc MCP server implementation for learning purpose. Contains misc...
11
Experimental
266 DavisNoah02/pokemon-mcp-server

An MCP server using FastMCP library for PokeAPI integration, built with...
11
Experimental
267 sanchitram1/pyspam

An ML model to detect spammy python packages
11
Experimental
268 modorigoon/suari

Demo MCP server for women's health management with OAuth 2.0 and SSE...
11
Experimental
269 Mark-Barbaric/mcp-practice

Repository used for practicing MCP techniques
11
Experimental
270 egeres/mcp-server-coverage-report

An MCP tool to manage python tests coverage
11
Experimental
271 RicardoFreitasAraujo/mcp-tryanno-flow

FAST MCP 2.0 by TyrannoFlow, playlist:...
11
Experimental
272 taka-016/kaonavi-mcp-server

Provides an MCP server that utilizes the Kaonavi API
11
Experimental
273 SrGrace/mcp-projects

My Projects Repo for MCP (Model Context Protocol)
11
Experimental
274 devil-imps/devil-mcp

MCP Server that allow to manage devil server using AI assistants
11
Experimental
275 javierjortiz82/mcp-server-engine

Production-ready MCP server with 14 tools: AI-powered product search,...
11
Experimental
276 sunil-dhaka/pypi-mcp-server

FastMCP server for querying PyPI package metadata — versions, descriptions,...
11
Experimental
277 romayneeastmond/azure-python-mcp-hello-world

A Python FastMCP Server that can be hosted locally or within an Azure Python Web App.
11
Experimental
278 gu-dsan6725/mcp-server

Week 4 Lab: Build a Streamable HTTP MCP Server for World Bank Data
11
Experimental
279 neo4j-contrib/sandbox-mcp-server

Neo4j Sandbox MCP Server
10
Experimental

Comparisons in this category

fastmcp and fastapi_mcp (94 vs 72) fastmcp and jupyter-mcp-server (94 vs 87) fastmcp and matlab-mcp-server (94 vs 53) fastmcp and moondream-mcp (94 vs 50) fastmcp and mcp-server-memos-py (94 vs 53) fastmcp and librenms-mcp (94 vs 59) fastmcp and chartmogul-mcp-server (94 vs 51) fastmcp and fleet-mcp (94 vs 51) jupyter-mcp-server and joplin-mcp (87 vs 63) jupyter-mcp-server and matlab-mcp-server (87 vs 53)