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 309 application platform mcp servers tracked. 2 score above 70 (verified tier). The highest-rated is ivnvxd/mcp-server-odoo at 73/100 with 190 stars and 4,422 monthly downloads. 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...	73	Verified	190	Python
2	Vortiago/mcp-outline A Model Context Protocol (MCP) server enabling AI assistants to interact...	70	Verified	110	Python
3	StarRocks/mcp-server-starrocks StarRocks MCP (Model Context Protocol) Server	68	Established	154	Python
4	cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server	67	Established	145	Python
5	xorrkaz/cml-mcp A Model Context Protocol (MCP) Server for Cisco Modeling Labs (CML)	62	Established	33	Python
6	itential/itential-mcp 🔌 Itential Platform MCP Server	61	Established	31	Python
7	UiPath/uipath-mcp-python Build and host Coded MCP Servers within UiPath	61	Established	6	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	60	Established	427	Python
9	neo4j-contrib/mcp-neo4j Neo4j Labs Model Context Protocol servers	57	Established	912	Python
10	tmonk/mcp-stata A lightweight Model Context Protocol (MCP) server for Stata. Execute...	56	Established	35	Python
11	RussellLuo/cmcp A command-line utility for interacting with MCP servers.	56	Established	18	Python
12	kujenga/zotero-mcp Model Context Protocol (MCP) server for the Zotero API, in Python	56	Established	136	Python
13	LGDiMaggio/predictive-maintenance-mcp AI-Powered Predictive Maintenance & Fault Diagnosis through Model Context...	53	Established	19	Python
14	dedalus-labs/dedalus-mcp-python A simple and performant Model Context Protocol framework for Python.	53	Established	149	Python
15	buildswithpaul/Frappe_Assistant_Core Infrastructure that connects LLMs to ERPNext. Frappe Assistant Core works...	53	Established	163	Python
16	jackdark425/aigroup-econ-mcp Econometrics MCP server for regression, causal inference, time series, panel...	53	Established	7	Python
17	abhishekbhakat/airflow-mcp-server MCP Server for Apache Airflow	53	Established	31	Python
18	reminia/zendesk-mcp-server A Model Context Protocol server for Zendesk	53	Established	71	Python
19	makeplane/plane-mcp-server Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥	52	Established	168	Python
20	modelscope/modelscope-mcp-server ModelScope's official MCP Server (in active development).	52	Established	18	Python
21	jeff-nasseri/mikrotik-mcp MCP server for Mikrotik	52	Established	128	Python
22	netboxlabs/netbox-mcp-server Model Context Protocol (MCP) server for read-only interaction with NetBox...	51	Established	126	Python
23	keboola/mcp-server Model Context Protocol (MCP) Server for the Keboola Platform	51	Established	83	Python
24	sbl-sdsc/mcp-proto-okn A Model Context Protocol (MCP) server that provides tools for querying...	49	Emerging	2	Python
25	elevanaltd/octave-mcp OCTAVE protocol - structured AI communication with 3-20x token reduction....	49	Emerging	39	Python
26	cagataycali/strands-mcp-server Experimental: Bidirectional MCP integration for Strands Agents.	49	Emerging	7	Python
27	IBM/ibm-watsonxdata-mcp-server Model Context Protocol (MCP) server for IBM watsonx.data - enables AI...	49	Emerging	3	Python
28	nolleh/mcp-vertica MCP server for Vertica database (OpenText - Vertica)	48	Emerging	4	Python
29	call518/MCP-Airflow-API 🔍Model Context Protocol (MCP) server for Apache Airflow API integration....	48	Emerging	44	Python
30	ondics/ckan-mcp-server A Model Context Protocol (MCP) server for the CKAN API that enables browsing...	48	Emerging	13	Python
31	rasdaman/rasdaman-mcp An MCP server for querying rasdaman with natural language.	48	Emerging	4	Python
32	rakeshgangwar/erpnext-mcp-server Connect AI assistants to your ERPNext instance via the Model Context...	47	Emerging	73	JavaScript
33	nihalxkumar/arch-mcp Arch Linux MCP (Model Context Protocol)	46	Emerging	31	Python
34	tuanle96/mcp-odoo MCP Server for Odoo	46	Emerging	284	Python
35	OkGoDoIt/beemcp BeeMCP: an unofficial Model Context Protocol (MCP) server that connects your...	46	Emerging	44	Python
36	sinagilassi/mozichem-hub A modular Python toolkit for creating MCP modules tailored to chemical...	46	Emerging	4	Python
37	fabdendev/dagster-mcp MCP server that wraps the Dagster GraphQL API — monitor and operate runs,...	45	Emerging	2	Python
38	dbono711/cisco-nso-mcp-server A Model Context Protocol (MCP) server implementation for Cisco NSO that...	45	Emerging	3	Python
39	perforce/p4mcp-server [Community Supported] Perforce P4 MCP Server is a Model Context Protocol...	45	Emerging	65	Python
40	piebro/vlc-mcp-server An MCP (Model Context Protocol) Server to play and control movies using VLC.	45	Emerging	11	Python
41	raw-labs/mxcp Model eXecution + Context Protocol: Enterprise-Grade Data-to-AI Infrastructure	44	Emerging	59	Python
42	MCP-Pipeline/MCPStack Stack & Orchestrate MCP Tools — The Scikit-Learn-Pipeline Way , For LLMs	44	Emerging	16	Python
43	avrabe/mcp-loxone An opinionated Model Context Protocol (MCP) server for controlling Loxone...	44	Emerging	24	Rust
44	dmitryanchikov/mcp-optimizer Mathematical Optimization MCP Server with PuLP and OR-Tools support	43	Emerging	3	Python
45	prassanna-ravishankar/clearml-mcp lightweight MCP server for ClearML	43	Emerging	8	Python
46	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	43	Emerging	33	Python
47	ezhuk/mqtt-mcp A Model Context Protocol (MCP) server for MQTT.	43	Emerging	9	Python
48	xinthink/reader-mcp-server Connect your Readwise Reader library to LLMs.	42	Emerging	11	Python
49	oualib/chmcp A comprehensive Model Context Protocol (MCP) server for ClickHouse database...	42	Emerging	7	Python
50	optuna/optuna-mcp The Optuna MCP Server is a Model Context Protocol (MCP) server to interact...	42	Emerging	66	Python
51	fastomop/omcp Model Context Protocol Server for the Observational Medical Outcomes...	42	Emerging	24	Python
52	sinagilassi/mozichem-mcp A collection of Model Context Protocol (MCP) servers for chemical...	41	Emerging	3	Python
53	hileamlakB/Python-Runtime-Interpreter-MCP-Server PRIMS is a lightweight, open-source Model Context Protocol (MCP) server that...	41	Emerging	27	Python
54	luarss/openroad-mcp Model Context Protocol (MCP) server for OpenROAD	41	Emerging	6	Python
55	exasol/mcp-server Exasol MCP server. Provides knowledge about the Exasol database to an LLM...	41	Emerging	8	Python
56	sirmews/mcp-pinecone Model Context Protocol server to allow for reading and writing from...	40	Emerging	148	Python
57	ivanostanin/lucius-mcp A Model Context Protocol (MCP) server for Allure TestOps.	40	Emerging	3	Python
58	i2y/pydantic-rpc PydanticRPC is a Python library for rapidly exposing Pydantic models as...	40	Emerging	68	Python
59	SeequentEvo/evo-mcp The Seequent Evo MCP server is a self-hosted server that provides a secure...	40	Emerging	2	Python
60	call518/MCP-Ambari-API 🔍Model Context Protocol (MCP) server for Apache Ambari API integration. This...	39	Emerging	1	Python
61	Haohao-end/mcp-agent A modular Python framework implementing the Model Context Protocol (MCP). It...	39	Emerging	88	Python
62	Commvault/commvault-mcp-server A Model Context Protocol (MCP) server for interacting with Commvault software.	39	Emerging	5	Python
63	Mirascope/mcp-community Easily run, deploy, and connect to MCP servers	39	Emerging	23	Python
64	AI-Riksarkivet/ra-mcp MCPs for Riksarkivet open APIs. This covers both agents and mcps	39	Emerging	8	Python
65	IamCatoBot/text2sim-MCP-server Text2Sim MCP Server is a conversational simulation engine that transforms...	38	Emerging	19	Python
66	Fast-Transients/lodgify-mcp-server A Model Context Protocol (MCP) server for the Lodgify vacation rental API....	38	Emerging	2	Python
67	cortex-app/conduit Conduit - A Model Context Protocol (MCP) server for Phabricator and Phorge.	38	Emerging	6	Python
68	ezhuk/bacnet-mcp A Model Context Protocol (MCP) server for BACnet.	37	Emerging	3	Python
69	signnow/sn-mcp-server MCP server for SignNow e-signature: templates, invites, embedded...	37	Emerging	5	Python
70	JordanGunn/gdal-mcp Model Context Protocol server that packages GDAL-style geospatial workflows...	36	Emerging	56	Python
71	rachmataditiya/odoo-rust-mcp Odoo MCP Server - Model Context Protocol server for Odoo ERP integration....	36	Emerging	5	Rust
72	entropy-data/dataproduct-mcp A Model Context Protocol (MCP) server for discovering data products and...	36	Emerging	45	Python
73	mhajder/zabbix-mcp Zabbix MCP Server - a lightweight Python MCP server that exposes the Zabbix...	36	Emerging	2	Python
74	ezhuk/modbus-mcp A Model Context Protocol (MCP) server for Modbus.	36	Emerging	1	Python
75	nasoma/africastalking-airtime-mcp An MCP server for interacting with the Africa’s Talking Airtime service. It...	36	Emerging	1	Python
76	BauplanLabs/bauplan-mcp-server Repository hosting the open source Bauplan MCP server and curated Agent Skills	36	Emerging	11	Python
77	andreax79/otp-mcp Model Context Protocol (MCP) server that provides OTP (One-Time Password) generation	36	Emerging	5	Python
78	clay-inc/clay-mcp A simple Model Context Protocol (MCP) server for Clay.	36	Emerging	29	—
79	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！	35	Emerging	108	Python
80	SemClone/mcp-semclone mcp-semclone - Model Context Protocol Server for SEMCL.ONE	35	Emerging	2	Python
81	fmadore/iwac-mcp-server MCP server providing AI assistants with structured access to the Islam West...	35	Emerging	1	Python
82	arrismo/kaggle-mcp MCP server for Kaggle	35	Emerging	33	Python
83	Aayush9029/mcp-server MCP SERVER	35	Emerging	38	Python
84	kestra-io/mcp-server-python Python MCP Server for Kestra — you can use it as a tool in Kestra's AI Agents	35	Emerging	23	Python
85	raghavdasila/django-firebase-mcp A production-ready Django app implementing Firebase Model Context Protocol...	35	Emerging	15	Python
86	kintopp/rijksmuseum-mcp-plus MCP server for the Rijksmuseum collections	35	Emerging	9	Python
87	thinkbigcd/mcp-core core utilities and tools for model context protocol	35	Emerging	5	Python
88	tekkidev/mcpstat Usage tracking and analytics for MCP servers	35	Emerging	4	Python
89	PushPullCommitPush/ml-mcp A comprehensive MCP (Model Context Protocol) server for ML model training,...	35	Emerging	3	Python
90	yarnabrina/learn-model-context-protocol Exploring different features of MCP servers and clients	35	Emerging	4	Python
91	Pantagrueliste/tei-mcp MCP server for querying the TEI P5 specification	35	Emerging	1	Python
92	AndyEverything/openproject-mcp-server A Model Context Protocol (MCP) server that provides seamless integration...	34	Emerging	33	Python
93	Wael-Rd/gns3-mcp-server AI-Powered GNS3 Network Simulation MCP Server	34	Emerging	18	Python
94	openSUSE/mcp-bugzilla Bugzilla Model context protocol (MCP) Server	34	Emerging	8	Python
95	RussellLuo/mcputil A lightweight library that converts MCP tools into Python tools...	34	Emerging	4	Python
96	tuki0918/eagle-mcp-server [MCP] A Model Context Protocol (MCP) server for Eagle. Manages local media...	34	Emerging	14	Python
97	madamak/apache-airflow-mcp-server Model Context Protocol (MCP) server that connects AI assistants to Apache Airflow	34	Emerging	2	Python
98	dataworkshop/simple-mcp-server Simple MCP Server — Educational Example This repository contains a minimal...	34	Emerging	8	Python
99	joshuasundance-swca/govgis_nov2023-slim-spatial-server docker compose setup w/ postgis, pgvector, and govgis_nov2023-slim-spatial	33	Emerging	2	Jupyter Notebook
100	DevisionX/Tuba-Workflow-MCP-Server Model Context Protocol server for Tuba Workflow	33	Emerging	2	Python
101	buecking/hs-mcp Haskell server/client for MCP (Model Context Protocol)	33	Emerging	21	Haskell
102	winfunc/asterisk-mcp-server Asterisk Model Context Protocol (MCP) server.	33	Emerging	32	Python
103	oborchers/mcp-server-pacman A Model Context Protocol server that provides package index querying capabilities.	32	Emerging	11	Python
104	ChengJiale150/jupyter-mcp-server 🪐 Model Context Protocol (MCP) Server for Jupyter	32	Emerging	8	Jupyter Notebook
105	alti3/stk-mcp An MCP server allowing LLMs to interact with Ansys/AGI STK - Digital Mission...	32	Emerging	23	Python
106	QAInsights/locust-mcp-server A Model Context Protocol (MCP) server implementation for running Locust load...	32	Emerging	11	Python
107	Razee4315/NetLogo-MCP The first MCP (Model Context Protocol) server for NetLogo — enabling AI...	32	Emerging	7	Python
108	suonian/yuque-mcp-server 语雀 Model Context Protocol (MCP) 代理服务器	32	Emerging	7	Python
109	sameeroz/odoo-mcp-server A robust and efficient implementation of the Model Context Protocol (MCP)...	32	Emerging	5	Python
110	nhevers/mcpx MCP client with connection pooling	32	Emerging	7	Python
111	cbinsights/cbi-mcp-server CB Insights' MCP Server	32	Emerging	11	Python
112	vectra-ai-research/vectra-ai-mcp-server Official Vectra AI MCP Server	32	Emerging	4	Python
113	druellan/Fathom-Simple-MCP A Model Context Protocol (MCP) server for accessing Fathom AI API endpoints...	32	Emerging	1	Python
114	sbarbett/pihole-mcp-server A Model Context Protocol (MCP) server for Pi-hole	31	Emerging	6	Python
115	daltonnyx/userful-mcps A collection of standalone Python scripts that implement Model Context...	31	Emerging	5	Python
116	kvncampos/nautobot_mcp Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP...	31	Emerging	11	Python
117	neka-nat/mycobot-mcp myCobot MCP(Model Context Protocol) server	31	Emerging	9	Python
118	avisangle/method-crm-mcp Production-ready Model Context Protocol (MCP) server for Method CRM API...	30	Emerging	2	Python
119	vinit-devops/sumologic_mcp Sumologic MCP Server with 37 tools	30	Emerging	4	Python
120	ggilligan12/kibana-mcp MCP Server for Kibana SecOps	30	Emerging	11	Python
121	AlanOgic/mcp-odoo-adv Enhanced Odoo MCP server (STDIO, SSE, Streamable HTTP)	30	Emerging	4	Python
122	Abhinavexists/MCP_Server A Simple Implementation of the Model Context Protocol	29	Experimental	9	Python
123	ALucek/quick-mcp-example Short and sweet example MCP server / client implementation for Tools,...	29	Experimental	59	Python
124	MrJamescot/ctfd-mcp-server MCP configuration to link AI agents with a CTFd instance.	29	Experimental	2	Python
125	Icinga/icinga-mcp MCP / OpenAI Endpoint for Icinga	29	Experimental	2	Python
126	dylanroscover/Embody Have a conversation with TouchDesigner	29	Experimental	32	Python
127	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。	28	Experimental	7	Python
128	astronomer/astro-airflow-mcp MCP server for Apache Airflow instances. Runs standalone or as an Airflow plugin.	28	Experimental	8	Python
129	dylibso/mcpx-py Python client library for https://mcp.run - call portable & secure tools for...	28	Experimental	25	Python
130	ragieai/dynamic-fastmcp Dynamic FastMCP extends the Model Context Protocol Python server with...	28	Experimental	45	Python
131	mdlopresti/mealie-mcp Model Context Protocol (MCP) server for Mealie recipe management, meal...	28	Experimental	1	Python
132	richard-gyiko/autogen-ext-mcp Turns Model Context Protocol server tools available in AutoGen >= v0.4	28	Experimental	59	Python
133	petertilsen/quip-mcp An MCP (Model Context Protocol) server for interacting with Quip documents....	27	Experimental	5	Python
134	josefdc/mcp_odoo_fresh Conversational agent with Gradio interface (Voice/Text) that uses the Model...	27	Experimental	2	Python
135	stoyky/mitre-attack-mcp A Model-Context Protocol server for the MITRE ATT&CK knowledge base	27	Experimental	35	Python
136	adam-paterson/mcp-crew-ai MCP Crew AI Server is a lightweight Python-based server designed to run,...	27	Experimental	36	Python
137	edgarrmondragon/limesurvey-mcp A MCP (Model Context Protocol) server for interacting with LimeSurvey.	27	Experimental	2	Python
138	SaM-92/mcp_autogen_sse_stdio This repository demonstrates how to use AutoGen to integrate local and...	26	Experimental	29	Python
139	osama-ata/p6xer-mcp-server This is the Model Context Protocol (MCP) Server for P6 XER files, exposes...	26	Experimental	4	Python
140	3a3/fujitsu-sdt-mcp MCP-enabled server for natural language interaction with Fujitsu's Social...	26	Experimental	2	Python
141	One-MCP/multi-mcp An MCP server that proxies multiple MCP servers.	26	Experimental	4	Python
142	zxkane/quip-mcp-server-python Model Context Procotol(MCP) server for fetching Quip document	26	Experimental	2	Python
143	MCP-100/mcp-sentry A Model Context Protocol server for retrieving and analyzing issues from Sentry.io	26	Experimental	21	Python
144	Shangri-la-0428/oasyce-sdk Python SDK + MCP Server + LangChain Tools for Oasyce — on-chain AI agent...	25	Experimental	2	Python
145	nikhil-ganage/mcp-server-airflow-token Apache Airflow MCP server with Bearer token authentication support for...	25	Experimental	1	Python
146	chungoid/chungoid it built itself	25	Experimental	2	Python
147	remuzel/polarsteps-mcp An unofficial Polarsteps MCP Server enabling models to interact with the...	25	Experimental	2	Python
148	gnzng/xraydb-mcp-server MCP server prototype for the XrayDB database.	25	Experimental	2	Python
149	LuxePlay/ModelServerAndDevelopmentPlatform This is a comprehensive large model service platform designed to facilitate...	25	Experimental	6	Java
150	martinduartemore/mcp-gimp Model Context Protocol server implementation for GIMP 3.	25	Experimental	2	Python
151	ai4curation/owl-mcp MCP server for OWL applications	24	Experimental	13	Python
152	OMCHOKSI108/MCP-SERVER This repository contains Model Context Protocol (MCP) server implementations...	24	Experimental	7	Python
153	HeetVekariya/Linear-Regression-MCP MCP server for training Linear Regression Model.	24	Experimental	11	Python
154	lloydzhou/bitable-mcp This MCP server provides access to Lark Bitable through the Model Context...	24	Experimental	2	Python
155	hkaanengin/opendota-mcp-server MCP server providing AI assistants with access to Dota 2 statistics via...	24	Experimental	1	Python
156	riefer02/mezmo-logs-mcp Quota-conscious Model Context Protocol server for Mezmo log retrieval, with...	24	Experimental	1	Python
157	parth-unjiya/odoo-mcp-gateway Security-first MCP server for Odoo 17/18/19 — YAML-driven security, zero...	24	Experimental	—	Python
158	gabrielmahia/mpesa-mcp MCP server for M-Pesa (Safaricom Daraja) and Africa's Talking — give AI...	24	Experimental	—	Python
159	KerberosClaw/kc_modbus_mcp Modbus TCP MCP Server — let AI agents read/write PLC registers by name, not...	24	Experimental	—	Python
160	bh-rat/mcp-db Session and event store for MCP server, also allows distributed coordination...	23	Experimental	8	Python
161	cmudrc/tigl-mcp An MCP for TiGL	23	Experimental	1	Python
162	AceDataCloud/MCPSuno MCP Server of Suno API	23	Experimental	1	Python
163	NovelBits/bluespy-mcp MCP server for the BlueSPY Bluetooth LE protocol analyzer	23	Experimental	1	Python
164	ValueArchitectsAI/sop-mcp An MCP server that guides AI agents through Standard Operating Procedures...	23	Experimental	1	Python
165	adpena/teadata-mcp Model Context Protocol server and assistant UI for Texas public school data.	23	Experimental	1	Python
166	anton-lunden/vehicle-mcp Expose your vehicle's information, status, and control via MCP	23	Experimental	1	Python
167	IronAdamant/PythonBol-Translator Translate COBOL to Python. Zero dependencies, 100% valid output on 5,288...	23	Experimental	1	Python
168	datafund/swarm_provenance_MCP Model Context Protocol (MCP) server for AI agents to manage Swarm postage...	23	Experimental	1	Python
169	modelcontextstandard/python-sdk The official Python SDK for Model Context Standard (MCS) and its driver...	23	Experimental	1	Python
170	cuber-it/mcp_server_toolkit Python toolkit for building MCP servers — Framework, Factory and Proxy ...	22	Experimental	—	Python
171	adwantg/mcp-pool Async connection pool for Model Context Protocol (MCP) client sessions —...	22	Experimental	—	Python
172	ncasfl/Pyrit-MCP An MCP (Model Context Protocol) server that wraps Microsoft's PyRIT...	22	Experimental	—	Python
173	thinkbigcd/mcp-servers collection of mcp server implementations	22	Experimental	4	Python
174	vhspace/mcp-common Shared library for Together AI MCP servers — logging, settings, HTTP transport, auth	22	Experimental	—	Python
175	KyuRish/patreon-mcp-server MCP server for the Patreon API - manage campaigns, members, and posts from...	22	Experimental	—	Python
176	petropt/petro-mcp MCP server exposing petroleum engineering data and tools to LLMs	22	Experimental	—	Python
177	computeruseprotocol/python-sdk Python SDK for the Computer Use Protocol	22	Experimental	4	Python
178	ulucaydin/mcp-server-newrelic The Unofficial MCP Server for New Relic	22	Experimental	3	Python
179	chaorenex1/aduib-mcp-router mcp聚合和路由	22	Experimental	3	Python
180	null-create/mcp-cmd-server A simple MCP server that runs read-only commands	22	Experimental	—	Python
181	MostafaMahmoud-33/misc-mcp 🛠️ Build your own tools with this open-source project. Contribute features...	22	Experimental	—	Python
182	fyipedia/fyipedia-mcp MCP server hub for FYIPedia tools — connect AI assistants to color, emoji,...	22	Experimental	—	Python
183	hjtapia74/agiloft-mcp-server MCP server for Agiloft REST API - provides contract CRUD operations through...	22	Experimental	—	Python
184	codeNilson/valorant-mcp-server A Model Context Protocol (MCP) server that empowers AI assistants to fetch...	22	Experimental	—	Python
185	paoloamato2/fortinet-mcp-server A complete Model Context Protocol (MCP) server for Fortinet FortiOS 7.6.6	22	Experimental	—	Python
186	sairajm/consent-mcp MCP Server with Consent based tools	22	Experimental	—	Python
187	pigmej/python-homey-mcp A Model Context Protocol (MCP) server for interacting with HomeyPro home...	21	Experimental	9	Python
188	LGDiMaggio/mcp-motor-current-signature-analysis MCP server for Motor Current Signature Analysis (MCSA) — spectral analysis...	21	Experimental	2	Python
189	MSAdministrator/enrichment-mcp A Model Context Protocol server for enriching data from multiple security products	20	Experimental	4	Python
190	stefanstranger/signal-mcp-server Sigal MCP Server	20	Experimental	4	Python
191	rhuanssauro/cisco-mcp-server Cisco MCP Server with Scrapli - Direct IOS-XE/XR/NX-OS device access via MCP...	20	Experimental	1	Python
192	AuraFriday/python_mcp A python tool callable by MCP which can itself make MCP tool calls as well	20	Experimental	1	Python
193	G-Schumacher44/analyst_toolkit Modular data QA and preprocessing toolkit — run as a Jupyter notebook...	20	Experimental	1	HTML
194	trsdn/msevent-mcp MCP server for Microsoft Events API	20	Experimental	1	Python
195	falconry/falcon-mcp-server MCP server end point for Falcon apps	20	Experimental	1	Python
196	ThalesMMS/simple-dicom-mcp Simpler "read-only" version of dicom-mcp (C-FIND and C-ECHO only).	20	Experimental	1	Python
197	rsanandres/atlas_mcp A Model Context Protocol (MCP) server exposing healthcare AI tools for...	20	Experimental	1	Python
198	h7ga40/pico_mcp MCP for Raspberry Pi Pico	20	Experimental	1	C
199	Voxos-ai-Inc/clink-mcp-server-python MCP server implementation for clink-mcp-server PyPI package.	20	Experimental	1	Python
200	arpe-io/migratorxpress-mcp A MCP server for MigratorXpress	19	Experimental	—	Python
201	jhow-043/Atlas-MCP Production-grade MCP Server providing structured context and semantic...	19	Experimental	—	Python
202	twtrubiks/odoo19-mcp-server MCP Server for Odoo 19 using JSON-2 API, built with FastMCP	19	Experimental	—	Python
203	nerpatech/trac-mcp-server A MCP (Model Context Protocol) server that provides AI assistants with tools...	19	Experimental	—	Python
204	codellm-devkit/cocoa-py The official Python Implementation of the Code Context Agent and toolbox MCP Server	19	Experimental	—	Java
205	christancho/python-mcp-servers A collection of MCP servers in Python	19	Experimental	—	Python
206	sanidhya-karnik/mcp-ops-infrastructure Secure Model Context Protocol server with Pydantic validation, RBAC,...	19	Experimental	—	Python
207	commontrace/mcp CommonTrace MCP server — Model Context Protocol adapter for AI agents	19	Experimental	—	Python
208	SIL0RAK/graphiti-mcp-server Wrapper on top of Graphiti framework	19	Experimental	—	Python
209	MiloLug/llmmo-game-server MCP server for LLM-driven text game state management	19	Experimental	—	Python
210	ayushgoel24/mcp-netgraph Model Context Protocol (MCP) server for AWS Network Engineering. Uses...	19	Experimental	—	Python
211	sanko/Acme-MCP.pm Cheap Model Context Protocol (MCP) Server	19	Experimental	—	Perl
212	rhuanssauro/mcp-network-common Shared library for MCP network device servers - inventory, SSH, HTTP,...	19	Experimental	—	Python
213	BegoniaHe/newapi-mcp A Model Context Protocol (MCP) server for managing AI model prices in...	19	Experimental	—	Python
214	Janksuu/LMCP A local control plane for Model Context Protocol (MCP) servers — unify stdio...	19	Experimental	—	Python
215	clearminds/clr-librenms-mcp MCP server for LibreNMS network monitoring	19	Experimental	—	Python
216	DrunkJin/mcp-python-tutorial Build MCP (Model Context Protocol) servers in Python. Tutorial code examples...	19	Experimental	—	Python
217	Smengerl/vw_connect_mcp Make your VW / Audi / Skoda / Seat / Cupra vehicle available to your AI via MCP	19	Experimental	—	Python
218	kevinpez/mikrotik-cursor-mcp Mikrotik MCP tool for Cursor AI	18	Experimental	4	Python
219	Mats2208/MCP-Packet-Tracer AI-powered Cisco Packet Tracer automation using MCP. Generate, validate and...	18	Experimental	7	Python
220	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...	18	Experimental	3	Python
221	gonzalo-cordova-pou/food_delivery_mcp Local Model Context Protocol Server for a Food Delivery Application	18	Experimental	2	Python
222	thealphacubicle/boston-core-mcp A collection of MCP servers for COB designed for LLM and Agentic...	17	Experimental	—	Python
223	rezawr/mcp-basic-architecture A Python-based Model Context Protocol (MCP) server that enables LLMs to...	16	Experimental	1	Python
224	NSANTRA/RAG-MCP-Server A Python-based server implementation of the Model Context Protocol (MCP)...	16	Experimental	1	Python
225	ben-alkov/mcp-registry-client A Python client for searching for and retrieving info about MCP servers...	16	Experimental	1	Python
226	TheRemyyy/nyro-mcp Nyro MCP is a robust Model Context Protocol (MCP) server built to provide...	16	Experimental	1	Python
227	lmolina/mcp-bluetooth-specification An MCP to access to the Bluetooth specifications	16	Experimental	1	Python
228	j3-signalroom/confluent_cloud-mcp_server Model Context Protocol (MCP) is an open standard that lets AI models connect...	16	Experimental	1	Python
229	carlosedp/redfish-mcp-server An MCP Server allowing AI agents to interact with Redfish enabled BMC	16	Experimental	1	Python
230	AuraFriday/openrouter_mcp Access OpenRouter models through MCP	16	Experimental	1	Python
231	MyTaskly/mcp Model Context Protocol (MCP) server for MyTaskly with OAuth 2.1 JWT...	16	Experimental	2	Python
232	jnaskali/rpg-mcp Simple MCP server with functions for LLM Game Mastering	16	Experimental	1	Python
233	apiverve/mcp-server APIVerve MCP Server - Access 249+ APIs through Model Context Protocol	15	Experimental	—	Python
234	dondetir/simpleMCP A simple, educational project demonstrating how to integrate with the...	15	Experimental	—	Python
235	DiTo97/numbeo-mcp Numbeo API MCP server	15	Experimental	—	Python
236	vjk-2k5/MCP-server-data-exploration MCP powered Data Analyst to analyze any dataset in Natural Language	15	Experimental	—	JavaScript
237	amitpuri/vercel-mcp-python MCP Servers on Vercel	15	Experimental	—	Python
238	thinkthinking/think-mcp-host Think MCP Host (AI·Zen·Love) - A Model Context Protocol (MCP) based...	15	Experimental	2	Python
239	bernardcaldas/dataclaw-mcp AI-First CSV Analysis Tool — built as an MCP server for AI agents. Designed...	15	Experimental	1	Python
240	oussama95boussaid/dotika_Info MCP server integrated with Cloude and SerpAPI	15	Experimental	—	Python
241	zv-louis/mktotp A Simple CUI totp secret manager with Local MCP Server.	15	Experimental	—	Python
242	corvuslee/example-agentic-search A example MCP server in Python demonstrating minimum agentic search elements	15	Experimental	—	Python
243	sourcecode369/mcp-playbook Learn MCP inside out: protocol foundations, FastMCP, Claude Desktop & Claude...	14	Experimental	—	Python
244	VladonSD/MCP-Archive.com Moderated collection of MCP servers	14	Experimental	1	—
245	Levis0045/ntealan-apis-mcp-server A modular, extensible Model Context Protocol (MCP) server for NTeALan REST...	14	Experimental	—	Python
246	virajsharma2000/v-mcp-aggregator-server this is a simple mcp server which does tool discovery in multiple mcp...	14	Experimental	3	Python
247	Adhvyth-T/pycompat_mcp A Python MCP server that resolves, audits, and looks up PyPI package...	14	Experimental	—	Python
248	AiAgentKarl/agent-analytics-mcp-server Usage analytics and monitoring for AI agent tool calls	14	Experimental	—	Python
249	amp-rh/mcp-router Production MCP router — multi-backend aggregation with...	14	Experimental	—	Python
250	Pixeladed/mcpd Model Context Protocol Daemon - a tool for installing, running and managing...	14	Experimental	1	Python
251	MykolaVaskevych/MCP-manager A centralized MCP (Model Context Protocol) server management and routing...	14	Experimental	3	Python
252	AlwaysSany/deepl-fastmcp-python-server A Python-based Model Context Protocol server that provides translation...	14	Experimental	3	Python
253	mor10/fpd-mcp-workshop Supporting documents for the "Hands-On MCP: Connect Anything to AI" workshop...	14	Experimental	3	Python
254	Tokeii0/capstone-mcp-server An MCP (Model Context Protocol) server based on the Capstone disassembly...	14	Experimental	4	Python
255	tshu-w/mcp-copilot A meta MCP server that seamlessly scales LLMs to 1000+ MCP servers through...	14	Experimental	18	Python
256	coop-columb/mcp-project Complete Model Context Protocol (MCP) implementation in Python with server,...	13	Experimental	—	Python
257	wildsonbbl/gnnepcsaft_mcp_server Model Context Protocol server for GNNPCSAFT tools	13	Experimental	—	Python
258	MCP-Pipeline/MCPStack-Tool-Builder [Template] To Create MCPStack MCP Tools in ~5 command lines!	13	Experimental	2	Python
259	beletea/apic-mcp-server Think Smarter. Design Smarter. Build Smarter Networks.	13	Experimental	2	Python
260	SkanderBS2024/zoho-mcp Zoho MCP Server	13	Experimental	2	Python
261	terrakernel/odxproxy-mcpserver ODXProxy MCP server – bridge Odoo ERP with AI assistants via Model Context Protocol	13	Experimental	—	TypeScript
262	mlaugharn/cli-mcp expose clis over model context protocol	13	Experimental	8	Python
263	alberto-re/mcp-server-odoo An extensible Model Context Protocol server providing tools to integrate...	13	Experimental	2	Python
264	leomaurodesenv/mcp-sports-nlp This is a learning repository about Model Context Protocol (MCP) accessing...	13	Experimental	2	Python
265	reddy-sh/mcp-hub MCP Hub is a comprehensive framework for building, managing, and deploying...	13	Experimental	2	Python
266	hulunote/hulunote-mcp-server Hulunote MCP Server	13	Experimental	2	Python
267	Marios-Mamalis/pythonlibrary2mcp Quickly expose existing Python library functions as MCP server tools	13	Experimental	—	Python
268	veloX-AI-org/mcp-server This FastMCP server is based on the Model Context Protocol, which provides...	13	Experimental	—	Python
269	Tamsi/redbee-mcp MCP (Model Context Protocol) for redbee API	13	Experimental	—	Python
270	pajaydev/schooldigger-mcp An MCP server to interact with SchoolDigger's school and district data API.	12	Experimental	1	Python
271	madiyarzm/Model-Context-Protocol Simple MCP project, that lets you access documents and edit it with CLI	12	Experimental	1	Python
272	Dhruv610ag/MCP-SERVER A lightweight Model Context Protocol (MCP) server in Python that connects...	12	Experimental	1	Python
273	akashdeep01/emr-mcp-server Model Context Protocol (MCP) server for intelligent EMR cluster management,...	12	Experimental	1	Python
274	chitaki10/Job_Recommender_System_with_MCP You said: how to activate uv env ChatGPT said: uv is a fast Python package...	12	Experimental	1	Python
275	neurotictoaster/recipe-to-paprika All my work for the recipe backup/converter and database	12	Experimental	1	Python
276	juanmaalt/csv_analyzer_mcp_server MCP server that enables LLMs to analyze CSV files. Returns structured...	12	Experimental	1	Python
277	whynotkimhari/odoo-mcp-server An MCP (Model Context Protocol) server that enables AI assistants like...	12	Experimental	1	Python
278	jansencruz23/mcp-ph-sms A Model Context Protocol (MCP) server that provides SMS capabilities (via a...	12	Experimental	1	Python
279	brunoonapps/mcp-core Foundational backend for MCP infrastructure.	12	Experimental	1	Python
280	Anbani/anbani.mcp Model Context Protocol server for Anbani	12	Experimental	1	Python
281	LLMTooling/cloudscraper-mcp-server Model Context Protocol server (wrapper) for cloudscraper	12	Experimental	1	Python
282	bimalpaudels/python-interpreter-mcp A Model Context Server providing simple features to automate python script...	12	Experimental	1	Python
283	Fahim-Azwad/obspy-mcp ObsPy MCP server and LLM agent for controlled earthquake data downloads / UC...	11	Experimental	—	Python
284	pomazanbohdan/mcp-uuidv7-generator A Model Context Protocol (MCP) server for generating UUIDv7 strings.	11	Experimental	—	Python
285	kkamal11/mcp-sandbox model context protocol	11	Experimental	—	Python
286	iinsys/ai-mcp All AI related stuffs and notes	11	Experimental	—	Python
287	jkap/leftpad-mcp the true solution to LLM inconsistency is to make it run a bunch of five...	11	Experimental	—	Python
288	poshjosh/simple-mcp-client A simple Model Context Protocol (MCP) client	11	Experimental	—	Python
289	glewis05/propel_mcp Model Context Protocol server connecting Claude to Propel Health toolkits...	11	Experimental	—	Python
290	fctr-identity/pingone-mcp-server The PingOne MCP Server is a groundbreaking tool built by the team at Fctr...	11	Experimental	—	Python
291	nsourlos/openwebui-jupyter-mcp-stack Complete Docker environment integrating OpenWebUI, Jupyter Notebook with...	11	Experimental	—	Python
292	digdir/digdir-ai-mcp-servers Model Context Protocol Servers from Digdir	11	Experimental	—	—
293	jkinberg/nyc-school-explorer An AI-native data journalism tool for exploring NYC School Quality Report...	11	Experimental	—	TypeScript
294	divakarkumarp/50-MCP-Servers-Collection 50+ MCP Servers Collection	11	Experimental	—	—
295	004Ongoro/learning-mcps-for-beginners Building Your First MCP Server: A Beginner's Tutorial	11	Experimental	—	Python
296	arkapatra31/model-context-protocol Implementation of Anthropic's Model Context Protocol	11	Experimental	—	Python
297	natsume37/qq-bot-mcp A QQ robot bridging service based on qq-botpy + MCP. By exposing the QQ...	11	Experimental	—	Python
298	KaushalprajapatiKP/custom-MCP-servers Custom MCP Server with RAG, Weather, Brave Search & Notes — A fully featured...	11	Experimental	—	Python
299	matt-dreyer/Tigo_MCP_server Model Context Protocol server Tigo Energy	11	Experimental	—	Python
300	megaease/easegress-mcp A Model Context Protocol server implementation for operations on Easegress.	11	Experimental	—	Python
301	AstyanM/mcp-data-science MCP server that gives an LLM 48 tools to perform complete CSV data cleaning...	11	Experimental	—	Python
302	Qyusu/quantum-code-validator A Model Context Protocol (MCP) server for validating quantum computing library code.	11	Experimental	—	Python
303	aykansal/gamma-mcp-server plug and play mcp-server for Gamma.ai	11	Experimental	—	Python
304	v4ler11/sovereign-mcp Zero-dependency, deterministic MCP server implementation. Rejects "magic"...	11	Experimental	—	Python
305	pranavkakde/mcp-selenium-python Model Context Protocol Server for Selenium written in python	11	Experimental	—	Python
306	KolegaLiterat/rejestr-io-mcp A Model Context Protocol (MCP) server providing access to Poland's largest...	11	Experimental	—	Python
307	rivka14/mcp-demo MCP Server Demo - Learn how Model Context Protocol works with this heart...	11	Experimental	—	Python
308	denis911/kaggle-lead-scoring-v3-data-analysis-modeling-and-cloud-deployment My third project on data analysis using Kaggle dataset, antigravity, MCPs...	11	Experimental	—	Jupyter Notebook
309	blue-lotus-org/MCP Integration two AI's into a modernized MCP for better performance	10	Experimental	1	Python

Comparisons in this category

mcp-server-odoo and mcp-neo4j (73 vs 57) mcp-outline and mcp-neo4j (70 vs 57) mcp-server-odoo and mcpstore (73 vs 60) mcp-outline and mcpstore (70 vs 60) mcp-server-odoo and plane-mcp-server (73 vs 52) mcp-server-odoo and Frappe_Assistant_Core (73 vs 53) mcp-server-odoo and mcp-server-starrocks (73 vs 68) mcp-server-odoo and dedalus-mcp-python (73 vs 53) mcp-server-odoo and nextcloud-mcp-server (73 vs 67) mcp-server-odoo and zotero-mcp (73 vs 56)