Application Platform MCP MCP Servers

MCP servers for managing and automating external platforms, services, and business applications (recipe management, project planning, databases, network simulation, optimization tools). Does NOT include MCP frameworks, SDKs, tutorials, or infrastructure tools like monitoring and container orchestration.

There are 315 application platform mcp servers tracked. 27 score above 50 (established tier). The highest-rated is ivnvxd/mcp-server-odoo at 69/100 with 190 stars. 1 of the top 10 are actively maintained.

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#	Server	Score	Tier	Stars	Language
1	ivnvxd/mcp-server-odoo A Model Context Protocol (MCP) server that enables AI assistants to securely...	69	Established	190	Python
2	StarRocks/mcp-server-starrocks StarRocks MCP (Model Context Protocol) Server	67	Established	154	Python
3	Vortiago/mcp-outline A Model Context Protocol (MCP) server enabling AI assistants to interact...	65	Established	110	Python
4	neo4j-contrib/mcp-neo4j Neo4j Labs Model Context Protocol servers	64	Established	912	Python
5	cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server	63	Established	145	Python
6	xorrkaz/cml-mcp A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML)	60	Established	33	Python
7	buildswithpaul/Frappe_Assistant_Core Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works...	59	Established	163	Python
8	whillhill/mcpstore 开盒即用的优雅管理mcp服务 \| 结合Agent框架 \| 作者听劝 \| 已发布pypi \| Vue页面demo	59	Established	427	Python
9	makeplane/plane-mcp-server Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥	59	Established	168	Python
10	RussellLuo/cmcp A command-line utility for interacting with MCP servers.	58	Established	18	Python
11	netboxlabs/netbox-mcp-server Model Context Protocol (MCP) server for read-only interaction with NetBox...	58	Established	126	Python
12	itential/itential-mcp 🔌 Itential Platform MCP Server	58	Established	31	Python
13	reminia/zendesk-mcp-server A Model Context Protocol server for Zendesk	57	Established	71	Python
14	jeff-nasseri/mikrotik-mcp MCP server for Mikrotik	55	Established	128	Python
15	keboola/mcp-server Model Context Protocol (MCP) Server for the Keboola Platform	55	Established	83	Python
16	UiPath/uipath-mcp-python Build and host Coded MCP Servers within UiPath	55	Established	6	Python
17	kujenga/zotero-mcp Model Context Protocol (MCP) server for the Zotero API, in Python	54	Established	136	Python
18	rakeshgangwar/erpnext-mcp-server Connect AI assistants to your ERPNext instance via the Model Context...	54	Established	73	JavaScript
19	tuanle96/mcp-odoo MCP Server for Odoo	53	Established	284	Python
20	jackdark425/aigroup-econ-mcp Econometrics MCP server for regression, causal inference, time series, panel...	52	Established	7	Python
21	modelscope/modelscope-mcp-server ModelScope's official MCP Server (in active development).	52	Established	18	Python
22	call518/MCP-Airflow-API 🔍Model Context Protocol (MCP) server for Apache Airflow API integration....	51	Established	44	Python
23	sbl-sdsc/mcp-proto-okn A Model Context Protocol (MCP) server that provides tools for querying...	51	Established	2	Python
24	ondics/ckan-mcp-server A Model Context Protocol (MCP) server for the CKAN API that enables browsing...	51	Established	13	Python
25	dedalus-labs/dedalus-mcp-python A simple and performant Model Context Protocol framework for Python.	51	Established	149	Python
26	tmonk/mcp-stata A lightweight Model Context Protocol (MCP) server for Stata. Execute...	51	Established	35	Python
27	abhishekbhakat/airflow-mcp-server MCP Server for Apache Airflow	50	Established	31	Python
28	OkGoDoIt/beemcp BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your...	49	Emerging	44	Python
29	xinthink/reader-mcp-server Connect your Readwise Reader library to LLMs.	49	Emerging	11	Python
30	nolleh/mcp-vertica MCP server for Vertica database (OpenText - Vertica)	48	Emerging	4	Python
31	optuna/optuna-mcp The Optuna MCP Server is a Model Context Protocol (MCP) server to interact...	48	Emerging	66	Python
32	perforce/p4mcp-server [Community Supported] Perforce P4 MCP Server is a Model Context Protocol...	48	Emerging	65	Python
33	nihalxkumar/arch-mcp Arch Linux MCP (Model Context Protocol)	47	Emerging	31	Python
34	IBM/ibm-watsonxdata-mcp-server Model Context Protocol (MCP) server for IBM watsonx.data - enables AI...	47	Emerging	3	Python
35	cagataycali/strands-mcp-server Experimental: Bidirectional MCP integration for Strands Agents.	47	Emerging	7	Python
36	raw-labs/mxcp Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure	47	Emerging	59	Python
37	sinagilassi/mozichem-hub A modular Python toolkit for creating MCP modules tailored to chemical...	47	Emerging	4	Python
38	hileamlakB/Python-Runtime-Interpreter-MCP-Server PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that...	47	Emerging	27	Python
39	MCP-Pipeline/MCPStack Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs	47	Emerging	16	Python
40	i2y/pydantic-rpc PydanticRPC is a Python library for rapidly exposing Pydantic models as...	47	Emerging	68	Python
41	sirmews/mcp-pinecone Model Context Protocol server to allow for reading and writing from...	47	Emerging	148	Python
42	fabdendev/dagster-mcp MCP server that wraps the Dagster GraphQL API — monitor and operate runs,...	47	Emerging	2	Python
43	avrabe/mcp-loxone An opinionated Model Context Protocol (MCP) server for controlling Loxone...	47	Emerging	24	Rust
44	LGDiMaggio/predictive-maintenance-mcp AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context...	47	Emerging	19	Python
45	piebro/vlc-mcp-server An MCP (Model Context Protocol) Server to play and control movies using VLC.	46	Emerging	11	Python
46	dbono711/cisco-nso-mcp-server A Model Context Protocol (MCP) server implementation for Cisco NSO that...	46	Emerging	3	Python
47	Haohao-end/mcp-agent A modular Python framework implementing the Model Context Protocol (MCP). It...	46	Emerging	88	Python
48	ezhuk/mqtt-mcp A Model Context Protocol (MCP) server for MQTT.	46	Emerging	9	Python
49	IamCatoBot/text2sim-MCP-server Text2Sim MCP Server is a conversational simulation engine that transforms...	45	Emerging	19	Python
50	rasdaman/rasdaman-mcp An MCP server for querying rasdaman with natural language.	45	Emerging	4	Python
51	dmitryanchikov/mcp-optimizer Mathematical Optimization MCP Server with PuLP and OR-Tools support	45	Emerging	3	Python
52	elevanaltd/octave-mcp OCTAVE protocol - structured AI communication with 3-20x token reduction....	44	Emerging	39	Python
53	oualib/chmcp A comprehensive Model Context Protocol (MCP) server for ClickHouse database...	44	Emerging	7	Python
54	fastomop/omcp Model Context Protocol Server for the Observational Medical Outcomes...	44	Emerging	24	Python
55	cortex-app/conduit Conduit - A Model Context Protocol (MCP) server for Phabricator and Phorge.	44	Emerging	6	Python
56	exasol/mcp-server Exasol MCP server. Provides knowledge about the Exasol database to an LLM...	44	Emerging	8	Python
57	javen-yan/miot-mcp 基于 MijiaAPI 的米家设备智能控制代理，提供标准化的 MCP 服务，支持动态设备发现、属性读写和动作调用	44	Emerging	33	Python
58	prassanna-ravishankar/clearml-mcp lightweight MCP server for ClearML	44	Emerging	8	Python
59	luarss/openroad-mcp Model Context Protocol (MCP) server for OpenROAD	44	Emerging	6	Python
60	sinagilassi/mozichem-mcp A collection of Model Context Protocol (MCP) servers for chemical...	43	Emerging	3	Python
61	clay-inc/clay-mcp A simple Model Context Protocol (MCP) server for Clay.	43	Emerging	29	—
62	signnow/sn-mcp-server MCP server for SignNow e-signature: templates, invites, embedded...	43	Emerging	5	Python
63	Mirascope/mcp-community Easily run, deploy, and connect to MCP servers	42	Emerging	23	Python
64	AI-Riksarkivet/ra-mcp MCPs for Riksarkivet open APIs. This covers both agents and mcps	42	Emerging	8	Python
65	arrismo/kaggle-mcp MCP server for Kaggle	42	Emerging	33	Python
66	Commvault/commvault-mcp-server A Model Context Protocol (MCP) server for interacting with Commvault software.	42	Emerging	5	Python
67	JordanGunn/gdal-mcp Model Context Protocol server that packages GDAL-style geospatial workflows...	42	Emerging	56	Python
68	andreax79/otp-mcp Model Context Protocol (MCP) server that provides OTP (One-Time Password) generation	42	Emerging	5	Python
69	BauplanLabs/bauplan-mcp-server Repository hosting the open source Bauplan MCP server and curated Agent Skills	42	Emerging	11	Python
70	entropy-data/dataproduct-mcp A Model Context Protocol (MCP) server for discovering data products and...	42	Emerging	45	Python
71	call518/MCP-Ambari-API 🔍Model Context Protocol (MCP) server for Apache Ambari API integration. This...	42	Emerging	1	Python
72	Aayush9029/mcp-server MCP SERVER	41	Emerging	38	Python
73	yarnabrina/learn-model-context-protocol Exploring different features of MCP servers and clients	41	Emerging	4	Python
74	huangjia2019/mcp-in-action 极客时间MCP新课已经上线！超2000同学一起开启MCP学习之旅！	41	Emerging	108	Python
75	kestra-io/mcp-server-python Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents	41	Emerging	23	Python
76	tuki0918/eagle-mcp-server [MCP] A Model Context Protocol (MCP) server for Eagle. Manages local media...	40	Emerging	14	Python
77	RussellLuo/mcputil A lightweight library that converts MCP tools into Python tools...	40	Emerging	4	Python
78	winfunc/asterisk-mcp-server Asterisk Model Context Protocol (MCP) server.	40	Emerging	32	Python
79	AndyEverything/openproject-mcp-server A Model Context Protocol (MCP) server that provides seamless integration...	40	Emerging	33	Python
80	Fast-Transients/lodgify-mcp-server A Model Context Protocol (MCP) server for the Lodgify vacation rental API....	40	Emerging	2	Python
81	buecking/hs-mcp Haskell server/client for MCP (Model Context Protocol)	40	Emerging	21	Haskell
82	ezhuk/bacnet-mcp A Model Context Protocol (MCP) server for BACnet.	40	Emerging	3	Python
83	joshuasundance-swca/govgis_nov2023-slim-spatial-server docker compose setup w/ postgis, pgvector, and govgis_nov2023-slim-spatial	40	Emerging	2	Jupyter Notebook
84	ezhuk/modbus-mcp A Model Context Protocol (MCP) server for Modbus.	39	Emerging	1	Python
85	nasoma/africastalking-airtime-mcp An MCP server for interacting with the Africa’s Talking Airtime service. It...	39	Emerging	1	Python
86	alti3/stk-mcp An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission...	39	Emerging	23	Python
87	SeequentEvo/evo-mcp The Seequent Evo MCP server is a self-hosted server that provides a secure...	39	Emerging	2	Python
88	rachmataditiya/odoo-rust-mcp Odoo MCP Server - Model Context Protocol server for Odoo ERP integration....	38	Emerging	5	Rust
89	sameeroz/odoo-mcp-server A robust and efficient implementation of the Model Context Protocol (MCP)...	38	Emerging	5	Python
90	daltonnyx/userful-mcps A collection of standalone Python scripts that implement Model Context...	38	Emerging	5	Python
91	raghavdasila/django-firebase-mcp A production-ready Django app implementing Firebase Model Context Protocol...	38	Emerging	15	Python
92	neka-nat/mycobot-mcp myCobot MCP(Model Context Protocol) server	38	Emerging	9	Python
93	ChengJiale150/jupyter-mcp-server 🪐 Model Context Protocol (MCP) Server for Jupyter	38	Emerging	8	Jupyter Notebook
94	oborchers/mcp-server-pacman A Model Context Protocol server that provides package index querying capabilities.	38	Emerging	11	Python
95	cbinsights/cbi-mcp-server CB Insights' MCP Server	38	Emerging	11	Python
96	vectra-ai-research/vectra-ai-mcp-server Official Vectra AI MCP Server	38	Emerging	4	Python
97	dataworkshop/simple-mcp-server Simple MCP Server — Educational Example This repository contains a minimal...	38	Emerging	8	Python
98	QAInsights/locust-mcp-server A Model Context Protocol (MCP) server implementation for running Locust load...	37	Emerging	11	Python
99	kvncampos/nautobot_mcp Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP...	37	Emerging	11	Python
100	ggilligan12/kibana-mcp MCP Server for Kibana SecOps	37	Emerging	11	Python
101	thinkbigcd/mcp-core core utilities and tools for model context protocol	37	Emerging	5	Python
102	sbarbett/pihole-mcp-server A Model Context Protocol (MCP) server for Pi-hole	37	Emerging	6	Python
103	openSUSE/mcp-bugzilla Bugzilla Model context protocol (MCP) Server	37	Emerging	8	Python
104	Abhinavexists/MCP_Server A Simple Implementation of the Model Context Protocol	36	Emerging	9	Python
105	dylanroscover/Embody Have a conversation with TouchDesigner	36	Emerging	32	Python
106	ALucek/quick-mcp-example Short and sweet example MCP server / client implementation for Tools,...	36	Emerging	59	Python
107	Voxos-ai-Inc/clink-mcp-server-python MCP server implementation for clink-mcp-server PyPI package.	35	Emerging	1	Python
108	richard-gyiko/autogen-ext-mcp Turns Model Context Protocol server tools available in AutoGen >= v0.4	35	Emerging	59	Python
109	Pantagrueliste/tei-mcp MCP server for querying the TEI P5 specification	35	Emerging	1	Python
110	dylibso/mcpx-py Python client library for https://mcp.run - call portable & secure tools for...	35	Emerging	25	Python
111	PushPullCommitPush/ml-mcp A comprehensive MCP (Model Context Protocol) server for ML model training,...	35	Emerging	3	Python
112	stoyky/mitre-attack-mcp A Model-Context Protocol server for the MITRE ATT&CK knowledge base	34	Emerging	35	Python
113	kintopp/rijksmuseum-mcp-plus MCP server for the Rijksmuseum collections	34	Emerging	9	Python
114	druellan/Fathom-Simple-MCP A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints...	34	Emerging	1	Python
115	josefdc/mcp_odoo_fresh Conversational agent with Gradio interface (Voice/Text) that uses the Model...	34	Emerging	2	Python
116	SemClone/mcp-semclone mcp-semclone - Model Context Protocol Server for SEMCL.ONE	34	Emerging	2	Python
117	mhajder/zabbix-mcp Zabbix MCP Server - a lightweight Python MCP server that exposes the Zabbix...	34	Emerging	2	Python
118	madamak/apache-airflow-mcp-server Model Context Protocol (MCP) server that connects AI assistants to Apache Airflow	34	Emerging	2	Python
119	Razee4315/NetLogo-MCP The first MCP (Model Context Protocol) server for NetLogo — enabling AI...	34	Emerging	7	Python
120	nhevers/mcpx MCP client with connection pooling	34	Emerging	7	Python
121	avisangle/method-crm-mcp Production-ready Model Context Protocol (MCP) server for Method CRM API...	34	Emerging	2	Python
122	fmadore/iwac-mcp-server MCP server providing AI assistants with structured access to the Islam West...	34	Emerging	1	Python
123	Wael-Rd/gns3-mcp-server AI-Powered GNS3 Network Simulation MCP Server	34	Emerging	18	Python
124	adam-paterson/mcp-crew-ai MCP Crew AI Server is a lightweight Python-based server designed to run,...	34	Emerging	36	Python
125	ragieai/dynamic-fastmcp Dynamic FastMCP extends the Model Context Protocol Python server with...	34	Emerging	45	Python
126	hfujikawa77/ardupilot-mcp-server-sandbox ArduPilotドローンをAIエージェントから操作するMCPサーバーです。	34	Emerging	7	Python
127	DevisionX/Tuba-Workflow-MCP-Server Model Context Protocol server for Tuba Workflow	33	Emerging	2	Python
128	petertilsen/quip-mcp An MCP (Model Context Protocol) server for interacting with Quip documents....	33	Emerging	5	Python
129	Icinga/icinga-mcp MCP / OpenAI Endpoint for Icinga	33	Emerging	2	Python
130	MrJamescot/ctfd-mcp-server MCP configuration to link AI agents with a CTFd instance.	33	Emerging	2	Python
131	zxkane/quip-mcp-server-python Model Context Procotol(MCP) server for fetching Quip document	33	Emerging	2	Python
132	edgarrmondragon/limesurvey-mcp A MCP (Model Context Protocol) server for interacting with LimeSurvey.	33	Emerging	2	Python
133	ivanostanin/lucius-mcp A Model Context Protocol (MCP) server for Allure TestOps.	33	Emerging	3	Python
134	tekkidev/mcpstat Usage tracking and analytics for MCP servers	33	Emerging	4	Python
135	MCP-100/mcp-sentry A Model Context Protocol server for retrieving and analyzing issues from Sentry.io	33	Emerging	21	Python
136	mdlopresti/mealie-mcp Model Context Protocol (MCP) server for Mealie recipe management, meal...	32	Emerging	1	Python
137	astronomer/astro-airflow-mcp MCP server for Apache Airflow instances. Runs standalone or as an Airflow plugin.	32	Emerging	8	Python
138	vinit-devops/sumologic_mcp Sumologic MCP Server with 37 tools	32	Emerging	4	Python
139	suonian/yuque-mcp-server 语雀 Model Context Protocol (MCP) 代理服务器	32	Emerging	7	Python
140	osama-ata/p6xer-mcp-server This is the Model Context Protocol (MCP) Server for P6 XER files, exposes...	32	Emerging	4	Python
141	3a3/fujitsu-sdt-mcp MCP-enabled server for natural language interaction with Fujitsu's Social...	32	Emerging	2	Python
142	SaM-92/mcp_autogen_sse_stdio This repository demonstrates how to use AutoGen to integrate local and...	32	Emerging	29	Python
143	One-MCP/multi-mcp An MCP server that proxies multiple MCP servers.	32	Emerging	4	Python
144	AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP)	32	Emerging	4	Python
145	remuzel/polarsteps-mcp An unofficial Polarsteps MCP Server enabling models to interact with the...	31	Emerging	2	Python
146	chungoid/chungoid it built itself	31	Emerging	2	Python
147	martinduartemore/mcp-gimp Model Context Protocol server implementation for GIMP 3.	31	Emerging	2	Python
148	LuxePlay/ModelServerAndDevelopmentPlatform This is a comprehensive large model service platform designed to facilitate...	31	Emerging	6	Java
149	lloydzhou/bitable-mcp This MCP server provides access to Lark Bitable through the Model Context...	31	Emerging	2	Python
150	nikhil-ganage/mcp-server-airflow-token Apache Airflow MCP server with Bearer token authentication support for...	31	Emerging	1	Python
151	HeetVekariya/Linear-Regression-MCP MCP server for training Linear Regression Model.	31	Emerging	11	Python
152	riefer02/mezmo-logs-mcp Quota-conscious Model Context Protocol server for Mezmo log retrieval, with...	30	Emerging	1	Python
153	hkaanengin/opendota-mcp-server MCP server providing AI assistants with access to Dota 2 statistics via...	30	Emerging	1	Python
154	OMCHOKSI108/MCP-SERVER This repository contains Model Context Protocol (MCP) server implementations...	30	Emerging	7	Python
155	BegoniaHe/newapi-mcp A Model Context Protocol (MCP) server for managing AI model prices in...	30	Emerging	—	Python
156	ai4curation/owl-mcp MCP server for OWL applications	30	Emerging	13	Python
157	ulucaydin/mcp-server-newrelic The Unofficial MCP Server for New Relic	29	Experimental	3	Python
158	bh-rat/mcp-db Session and event store for MCP server, also allows distributed coordination...	29	Experimental	8	Python
159	chaorenex1/aduib-mcp-router mcp聚合和路由	28	Experimental	3	Python
160	pigmej/python-homey-mcp A Model Context Protocol (MCP) server for interacting with HomeyPro home...	27	Experimental	9	Python
161	gnzng/xraydb-mcp-server MCP server prototype for the XrayDB database.	27	Experimental	2	Python
162	stefanstranger/signal-mcp-server Sigal MCP Server	26	Experimental	4	Python
163	h7ga40/pico_mcp MCP for Raspberry Pi Pico	26	Experimental	1	C
164	MSAdministrator/enrichment-mcp A Model Context Protocol server for enriching data from multiple security products	26	Experimental	4	Python
165	adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data.	26	Experimental	1	Python
166	Shangri-la-0428/oasyce-sdk Python SDK + MCP Server + LangChain Tools for Oasyce — on-chain AI agent...	25	Experimental	2	Python
167	anton-lunden/vehicle-mcp Expose your vehicle's information, status, and control via MCP	25	Experimental	1	Python
168	IronAdamant/PythonBol-Translator Translate COBOL to Python. Zero dependencies, 100% valid output on 5,288...	25	Experimental	1	Python
169	kevinpez/mikrotik-cursor-mcp Mikrotik MCP tool for Cursor AI	24	Experimental	4	Python
170	gonzalo-cordova-pou/food_delivery_mcp Local Model Context Protocol Server for a Food Delivery Application	24	Experimental	2	Python
171	cmudrc/tigl-mcp An MCP for TiGL	24	Experimental	1	Python
172	thinkbigcd/mcp-servers collection of mcp server implementations	24	Experimental	4	Python
173	KerberosClaw/kc_modbus_mcp Modbus TCP MCP Server — let AI agents read/write PLC registers by name, not...	24	Experimental	—	Python
174	gabrielmahia/mpesa-mcp MCP server for M-Pesa (Safaricom Daraja) and Africa's Talking — give AI...	24	Experimental	—	Python
175	parth-unjiya/odoo-mcp-gateway Security-first MCP server for Odoo 17/18/19 — YAML-driven security, zero...	24	Experimental	—	Python
176	computeruseprotocol/python-sdk Python SDK for the Computer Use Protocol	24	Experimental	4	Python
177	gooboot/MCP-BOS MCP-BOS: 模块化、可扩展的Model Context Protocol服务器框架使用基于约定的自动模块发现机制，为Claude...	23	Experimental	3	Python
178	LGDiMaggio/mcp-motor-current-signature-analysis MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis...	23	Experimental	2	Python
179	ThalesMMS/simple-dicom-mcp Simpler "read-only" version of dicom-mcp (C-FIND and C-ECHO only).	22	Experimental	1	Python
180	trsdn/msevent-mcp MCP server for Microsoft Events API	22	Experimental	1	Python
181	datafund/swarm_provenance_MCP Model Context Protocol (MCP) server for AI agents to manage Swarm postage...	22	Experimental	1	Python
182	NovelBits/bluespy-mcp MCP server for the BlueSPY Bluetooth LE protocol analyzer	22	Experimental	1	Python
183	rhuanssauro/cisco-mcp-server Cisco MCP Server with Scrapli - Direct IOS-XE/XR/NX-OS device access via MCP...	22	Experimental	1	Python
184	AceDataCloud/MCPSuno MCP Server of Suno API	22	Experimental	1	Python
185	ValueArchitectsAI/sop-mcp An MCP server that guides AI agents through Standard Operating Procedures...	22	Experimental	1	Python
186	falconry/falcon-mcp-server MCP server end point for Falcon apps	22	Experimental	1	Python
187	carlosedp/redfish-mcp-server An MCP Server allowing AI agents to interact with Redfish enabled BMC	22	Experimental	1	Python
188	G-Schumacher44/analyst_toolkit Modular data QA and preprocessing toolkit — run as a Jupyter notebook...	22	Experimental	1	HTML
189	codeNilson/valorant-mcp-server A Model Context Protocol (MCP) server that empowers AI assistants to fetch...	22	Experimental	—	Python
190	paoloamato2/fortinet-mcp-server A complete Model Context Protocol (MCP) server for Fortinet FortiOS 7.6.6	22	Experimental	—	Python
191	jnaskali/rpg-mcp Simple MCP server with functions for LLM Game Mastering	22	Experimental	1	Python
192	ben-alkov/mcp-registry-client A Python client for searching for and retrieving info about MCP servers...	22	Experimental	1	Python
193	adwantg/mcp-pool Async connection pool for Model Context Protocol (MCP) client sessions —...	22	Experimental	—	Python
194	thinkthinking/think-mcp-host Think MCP Host (AI·Zen·Love) - A Model Context Protocol (MCP) based...	22	Experimental	2	Python
195	petropt/petro-mcp MCP server exposing petroleum engineering data and tools to LLMs	22	Experimental	—	Python
196	modelcontextstandard/python-sdk The official Python SDK for Model Context Standard (MCS) and its driver...	22	Experimental	1	Python
197	rsanandres/atlas_mcp A Model Context Protocol (MCP) server exposing healthcare AI tools for...	22	Experimental	1	Python
198	null-create/mcp-cmd-server A simple MCP server that runs read-only commands	21	Experimental	—	Python
199	twtrubiks/odoo19-mcp-server MCP Server for Odoo 19 using JSON-2 API, built with FastMCP	21	Experimental	—	Python
200	MostafaMahmoud-33/misc-mcp 🛠️ Build your own tools with this open-source project. Contribute features...	21	Experimental	—	Python
201	nerpatech/trac-mcp-server A MCP (Model Context Protocol) server that provides AI assistants with tools...	21	Experimental	—	Python
202	codellm-devkit/cocoa-py The official Python Implementation of the Code Context Agent and toolbox MCP Server	21	Experimental	—	Java
203	christancho/python-mcp-servers A collection of MCP servers in Python	21	Experimental	—	Python
204	sanidhya-karnik/mcp-ops-infrastructure Secure Model Context Protocol server with Pydantic validation, RBAC,...	21	Experimental	—	Python
205	commontrace/mcp CommonTrace MCP server — Model Context Protocol adapter for AI agents	21	Experimental	—	Python
206	fyipedia/fyipedia-mcp MCP server hub for FYIPedia tools — connect AI assistants to color, emoji,...	21	Experimental	—	Python
207	hjtapia74/agiloft-mcp-server MCP server for Agiloft REST API - provides contract CRUD operations through...	21	Experimental	—	Python
208	vhspace/mcp-common Shared library for Together AI MCP servers — logging, settings, HTTP transport, auth	21	Experimental	—	Python
209	cuber-it/mcp_server_toolkit Python toolkit for building MCP servers — Framework, Factory and Proxy ...	21	Experimental	—	Python
210	MiloLug/llmmo-game-server MCP server for LLM-driven text game state management	21	Experimental	—	Python
211	ayushgoel24/mcp-netgraph Model Context Protocol (MCP) server for AWS Network Engineering. Uses...	21	Experimental	—	Python
212	Smengerl/vw_connect_mcp Make your VW / Audi / Skoda / Seat / Cupra vehicle available to your AI via MCP	21	Experimental	—	Python
213	ncasfl/Pyrit-MCP An MCP (Model Context Protocol) server that wraps Microsoft's PyRIT...	21	Experimental	—	Python
214	jhow-043/Atlas-MCP Production-grade MCP Server providing structured context and semantic...	21	Experimental	—	Python
215	arpe-io/migratorxpress-mcp A MCP server for MigratorXpress	21	Experimental	—	Python
216	KyuRish/patreon-mcp-server MCP server for the Patreon API - manage campaigns, members, and posts from...	21	Experimental	—	Python
217	clearminds/clr-librenms-mcp MCP server for LibreNMS network monitoring	21	Experimental	—	Python
218	DrunkJin/mcp-python-tutorial Build MCP (Model Context Protocol) servers in Python. Tutorial code examples...	21	Experimental	—	Python
219	rhuanssauro/mcp-network-common Shared library for MCP network device servers - inventory, SSH, HTTP,...	21	Experimental	—	Python
220	sairajm/consent-mcp MCP Server with Consent based tools	21	Experimental	—	Python
221	Janksuu/LMCP A local control plane for Model Context Protocol (MCP) servers — unify stdio...	21	Experimental	—	Python
222	SIL0RAK/graphiti-mcp-server Wrapper on top of Graphiti framework	21	Experimental	—	Python
223	Pixeladed/mcpd Model Context Protocol Daemon - a tool for installing, running and managing...	21	Experimental	1	Python
224	sanko/Acme-MCP.pm Cheap Model Context Protocol (MCP) Server	21	Experimental	—	Perl
225	lmolina/mcp-bluetooth-specification An MCP to access to the Bluetooth specifications	20	Experimental	1	Python
226	Mats2208/MCP-Packet-Tracer AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and...	20	Experimental	7	Python
227	AuraFriday/openrouter_mcp Access OpenRouter models through MCP	20	Experimental	1	Python
228	mor10/fpd-mcp-workshop Supporting documents for the "Hands-On MCP: Connect Anything to AI" workshop...	20	Experimental	3	Python
229	AlwaysSany/deepl-fastmcp-python-server A Python-based Model Context Protocol server that provides translation...	20	Experimental	3	Python
230	MykolaVaskevych/MCP-manager A centralized MCP (Model Context Protocol) server management and routing...	20	Experimental	3	Python
231	virajsharma2000/v-mcp-aggregator-server this is a simple mcp server which does tool discovery in multiple mcp...	20	Experimental	3	Python
232	mlaugharn/cli-mcp expose clis over model context protocol	20	Experimental	8	Python
233	TheRemyyy/nyro-mcp Nyro MCP is a robust Model Context Protocol (MCP) server built to provide...	20	Experimental	1	Python
234	j3-signalroom/confluent_cloud-mcp_server Model Context Protocol (MCP) is an open standard that lets AI models connect...	20	Experimental	1	Python
235	MyTaskly/mcp Model Context Protocol (MCP) server for MyTaskly with OAuth 2.1 JWT...	20	Experimental	2	Python
236	tshu-w/mcp-copilot A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through...	20	Experimental	18	Python
237	reddy-sh/mcp-hub MCP Hub is a comprehensive framework for building, managing, and deploying...	20	Experimental	2	Python
238	beletea/apic-mcp-server Think Smarter. Design Smarter. Build Smarter Networks.	19	Experimental	2	Python
239	MCP-Pipeline/MCPStack-Tool-Builder [Template] To Create MCPStack MCP Tools in ~5 command lines!	19	Experimental	2	Python
240	alberto-re/mcp-server-odoo An extensible Model Context Protocol server providing tools to integrate...	19	Experimental	2	Python
241	leomaurodesenv/mcp-sports-nlp This is a learning repository about Model Context Protocol (MCP) accessing...	19	Experimental	2	Python
242	SkanderBS2024/zoho-mcp Zoho MCP Server	19	Experimental	2	Python
243	thealphacubicle/boston-core-mcp A collection of MCP servers for COB designed for LLM and Agentic...	19	Experimental	—	Python
244	Anbani/anbani.mcp Model Context Protocol server for Anbani	18	Experimental	1	Python
245	madiyarzm/Model-Context-Protocol Simple MCP project, that lets you access documents and edit it with CLI	18	Experimental	1	Python
246	akashdeep01/emr-mcp-server Model Context Protocol (MCP) server for intelligent EMR cluster management,...	18	Experimental	1	Python
247	juanmaalt/csv_analyzer_mcp_server MCP server that enables LLMs to analyze CSV files. Returns structured...	18	Experimental	1	Python
248	NSANTRA/RAG-MCP-Server A Python-based server implementation of the Model Context Protocol (MCP)...	18	Experimental	1	Python
249	AuraFriday/python_mcp A python tool callable by MCP which can itself make MCP tool calls as well	18	Experimental	1	Python
250	rezawr/mcp-basic-architecture A Python-based Model Context Protocol (MCP) server that enables LLMs to...	18	Experimental	1	Python
251	pajaydev/schooldigger-mcp An MCP server to interact with SchoolDigger's school and district data API.	18	Experimental	1	Python
252	LLMTooling/cloudscraper-mcp-server Model Context Protocol server (wrapper) for cloudscraper	18	Experimental	1	Python
253	bimalpaudels/python-interpreter-mcp A Model Context Server providing simple features to automate python script...	18	Experimental	1	Python
254	dondetir/simpleMCP A simple, educational project demonstrating how to integrate with the...	17	Experimental	—	Python
255	amitpuri/vercel-mcp-python MCP Servers on Vercel	17	Experimental	—	Python
256	DiTo97/numbeo-mcp Numbeo API MCP server	17	Experimental	—	Python
257	apiverve/mcp-server APIVerve MCP Server - Access 249+ APIs through Model Context Protocol	17	Experimental	—	Python
258	corvuslee/example-agentic-search A example MCP server in Python demonstrating minimum agentic search elements	17	Experimental	—	Python
259	blue-lotus-org/MCP Integration two AI's into a modernized MCP for better performance	17	Experimental	1	Python
260	zv-louis/mktotp A Simple CUI totp secret manager with Local MCP Server.	17	Experimental	—	Python
261	vjk-2k5/MCP-server-data-exploration MCP powered Data Analyst to analyze any dataset in Natural Language	17	Experimental	—	JavaScript
262	VladonSD/MCP-Archive.com Moderated collection of MCP servers	16	Experimental	1	—
263	Levis0045/ntealan-apis-mcp-server A modular, extensible Model Context Protocol (MCP) server for NTeALan REST...	16	Experimental	—	Python
264	Tokeii0/capstone-mcp-server An MCP (Model Context Protocol) server based on the Capstone disassembly...	16	Experimental	4	Python
265	coop-columb/mcp-project Complete Model Context Protocol (MCP) implementation in Python with server,...	15	Experimental	—	Python
266	Marios-Mamalis/pythonlibrary2mcp Quickly expose existing Python library functions as MCP server tools	15	Experimental	—	Python
267	veloX-AI-org/mcp-server This FastMCP server is based on the Model Context Protocol, which provides...	15	Experimental	—	Python
268	hulunote/hulunote-mcp-server Hulunote MCP Server	15	Experimental	2	Python
269	Tamsi/redbee-mcp MCP (Model Context Protocol) for redbee API	15	Experimental	—	Python
270	wildsonbbl/gnnepcsaft_mcp_server Model Context Protocol server for GNNPCSAFT tools	15	Experimental	—	Python
271	terrakernel/odxproxy-mcpserver ODXProxy MCP server – bridge Odoo ERP with AI assistants via Model Context Protocol	15	Experimental	—	TypeScript
272	chitaki10/Job_Recommender_System_with_MCP You said: how to activate uv env ChatGPT said: uv is a fast Python package...	14	Experimental	1	Python
273	jansencruz23/mcp-ph-sms A Model Context Protocol (MCP) server that provides SMS capabilities (via a...	14	Experimental	1	Python
274	Adhvyth-T/pycompat_mcp A Python MCP server that resolves, audits, and looks up PyPI package...	14	Experimental	—	Python
275	AiAgentKarl/agent-analytics-mcp-server Usage analytics and monitoring for AI agent tool calls	14	Experimental	—	Python
276	amp-rh/mcp-router Production MCP router — multi-backend aggregation with...	14	Experimental	—	Python
277	Dhruv610ag/MCP-SERVER A lightweight Model Context Protocol (MCP) server in Python that connects...	14	Experimental	1	Python
278	bernardcaldas/dataclaw-mcp AI-First CSV Analysis Tool — built as an MCP server for AI agents. Designed...	14	Experimental	1	Python
279	brunoonapps/mcp-core Foundational backend for MCP infrastructure.	14	Experimental	1	Python
280	whynotkimhari/odoo-mcp-server An MCP (Model Context Protocol) server that enables AI assistants like...	14	Experimental	1	Python
281	neurotictoaster/recipe-to-paprika All my work for the recipe backup/converter and database	14	Experimental	1	Python
282	jkinberg/nyc-school-explorer An AI-native data journalism tool for exploring NYC School Quality Report...	13	Experimental	—	TypeScript
283	Qyusu/quantum-code-validator A Model Context Protocol (MCP) server for validating quantum computing library code.	13	Experimental	—	Python
284	jkap/leftpad-mcp the true solution to LLM inconsistency is to make it run a bunch of five...	13	Experimental	—	Python
285	megaease/easegress-mcp A Model Context Protocol server implementation for operations on Easegress.	13	Experimental	—	Python
286	glewis05/propel_mcp Model Context Protocol server connecting Claude to Propel Health toolkits...	13	Experimental	—	Python
287	fctr-identity/pingone-mcp-server The PingOne MCP Server is a groundbreaking tool built by the team at Fctr...	13	Experimental	—	Python
288	digdir/digdir-ai-mcp-servers Model Context Protocol Servers from Digdir	13	Experimental	—	—
289	natsume37/qq-bot-mcp A QQ robot bridging service based on qq-botpy + MCP. By exposing the QQ...	13	Experimental	—	Python
290	poshjosh/simple-mcp-client A simple Model Context Protocol (MCP) client	13	Experimental	—	Python
291	divakarkumarp/50-MCP-Servers-Collection 50+ MCP Servers Collection	13	Experimental	—	—
292	pranavkakde/mcp-selenium-python Model Context Protocol Server for Selenium written in python	13	Experimental	—	Python
293	nsourlos/openwebui-jupyter-mcp-stack Complete Docker environment integrating OpenWebUI, Jupyter Notebook with...	13	Experimental	—	Python
294	sourcecode369/mcp-playbook Learn MCP inside out: protocol foundations, FastMCP, Claude Desktop & Claude...	13	Experimental	—	Python
295	aykansal/gamma-mcp-server plug and play mcp-server for Gamma.ai	13	Experimental	—	Python
296	AstyanM/mcp-data-science MCP server that gives an LLM 48 tools to perform complete CSV data cleaning...	13	Experimental	—	Python
297	matt-dreyer/Tigo_MCP_server Model Context Protocol server Tigo Energy	13	Experimental	—	Python
298	KaushalprajapatiKP/custom-MCP-servers Custom MCP Server with RAG, Weather, Brave Search & Notes — A fully featured...	13	Experimental	—	Python
299	oussama95boussaid/dotika_Info MCP server integrated with Cloude and SerpAPI	13	Experimental	—	Python
300	arkapatra31/model-context-protocol Implementation of Anthropic's Model Context Protocol	13	Experimental	—	Python
301	004Ongoro/learning-mcps-for-beginners Building Your First MCP Server: A Beginner's Tutorial	13	Experimental	—	Python
302	kkamal11/mcp-sandbox model context protocol	13	Experimental	—	Python
303	pomazanbohdan/mcp-uuidv7-generator A Model Context Protocol (MCP) server for generating UUIDv7 strings.	13	Experimental	—	Python
304	rivka14/mcp-demo MCP Server Demo - Learn how Model Context Protocol works with this heart...	13	Experimental	—	Python
305	maboukerfa/AirTrail_MCP_server A Model Context Protocol (MCP) server that brings AI-powered flight...	12	Experimental	1	Python
306	viniciusfinger/MCP-studies MCP is an open protocol that standardizes how applications provide context...	12	Experimental	4	Python
307	FishWoWater/trellis_mcp Model Context Protocol(MCP) for TRELLIS(SOTA text-to-3d/image-to-3d) models	12	Experimental	6	Python
308	cgast/mcp-state-of-play State of Play - LLM-Powered Text Adventure MCP Server	11	Experimental	2	Python
309	iinsys/ai-mcp All AI related stuffs and notes	11	Experimental	—	Python
310	viragtripathi/cockroachdb-mcp-server A Model Context Protocol (MCP) server implemented in Python using FastAPI...	11	Experimental	—	Python
311	keppy/MCPM MCPM -> Speak Systems Into Existence	11	Experimental	—	Python
312	ShawnKyzer/strands-mcp MCP Server for Strands leveraging ElasticSearch	10	Experimental	1	Python
313	m15kh/MCP_Server_Ai This repository contains resources and implementations for the Model Context...	10	Experimental	1	Python
314	nakamura196/omeka-s-mcp-sample This project demonstrates how to integrate Omeka S API with Claude Desktop...	10	Experimental	1	Python
315	Stone-r1/HACKATHON_PROJECT inspired by my previous GUI	10	Experimental	1	Python

Comparisons in this category

mcp-neo4j and netbox-mcp-server (64 vs 58) mcp-server-odoo and mcp-odoo (69 vs 53) mcp-server-odoo and plane-mcp-server (69 vs 59) mcp-server-odoo and nextcloud-mcp-server (69 vs 63) mcp-server-odoo and mikrotik-mcp (69 vs 55) mcp-server-odoo and mcp-outline (69 vs 65) plane-mcp-server and netbox-mcp-server (59 vs 58) mcp-server-starrocks and mikrotik-mcp (67 vs 55) mcp-outline and plane-mcp-server (65 vs 59) mcp-server-odoo and mcp-server (69 vs 55)