Model Context Protocol MCP Servers

There are 260 model context protocol servers tracked. 3 score above 70 (verified tier). The highest-rated is QuantGeekDev/mcp-framework at 80/100 with 905 stars. 5 of the top 10 are actively maintained.

Get all 260 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=mcp&subcategory=model-context-protocol&limit=20"

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#	Server	Score	Tier	Stars	Language
1	QuantGeekDev/mcp-framework A framework for writing MCP (Model Context Protocol) servers in Typescript	80	Verified	905	TypeScript
2	MCPJam/inspector Test & Debug MCP servers, ChatGPT apps, and MCP Apps (ext-apps)	77	Verified	1,798	TypeScript
3	arabold/docs-mcp-server Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Tools	76	Verified	1,127	TypeScript
4	rohitg00/awesome-devops-mcp-servers A curated list of awesome MCP servers focused on DevOps tools and capabilities.	69	Established	961	—
5	stabgan/openrouter-mcp-multimodal MCP server for OpenRouter providing text chat and image analysis tools	68	Established	17	TypeScript
6	googleapis/genai-toolbox MCP Toolbox for Databases is an open source MCP server for databases.	68	Established	13,403	Go
7	ariadng/metatrader-mcp-server Model Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform	67	Established	170	Python
8	sammcj/mcp-package-version An MCP server that provides LLMs with the latest stable package versions when coding	65	Established	121	Go
9	nirholas/agenti Give AI agents access to money. Manage finances, trade cryptocurrency. MCP...	61	Established	42	TypeScript
10	willianpinho/large-file-mcp MCP Server for efficient large file operations in AI development workflows —...	60	Established	9	TypeScript
11	six2dez/burp-ai-agent Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis,...	60	Established	776	Kotlin
12	hyperb1iss/droidmind Control your Android devices with AI using Model Context Protocol	60	Established	360	Python
13	yzfly/douyin-mcp-server 提取抖音无水印视频链接，视频文案，douyin-mcp-server，mcp，claude skill	60	Established	759	HTML
14	grll/mcpadapt Unlock 650+ MCP servers tools in your favorite agentic framework.	60	Established	418	Python
15	IBM/mcp A collection of Model Context Protocol (MCP) servers, clients and developer...	59	Established	352	—
16	pathintegral-institute/mcpm.sh CLI MCP package manager & registry for all platforms and all clients. Search...	58	Established	906	Python
17	cyanheads/atlas-mcp-server A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task...	57	Established	467	TypeScript
18	enkryptai/secure-mcp-gateway Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers...	57	Established	48	Python
19	gitmotion/ntfy-me-mcp An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or...	57	Established	54	JavaScript
20	srbhptl39/MCP-SuperAssistant Brings MCP to ChatGPT, DeepSeek, Perplexity, Grok, Gemini, Google AI Studio,...	57	Established	2,337	TypeScript
21	googleapis/mcp-toolbox-sdk-python Python SDK for interacting with the MCP Toolbox for Databases.	57	Established	166	Python
22	Flux159/mcp-chat Open Source Generic MCP Client for testing & evaluating mcp servers and agents	56	Established	133	TypeScript
23	cyberagiinc/DevDocs Completely free, private, UI based Tech Documentation MCP server. Designed...	56	Established	2,039	TypeScript
24	monteslu/vibe-eyes description: "An MCP server that enables LLMs to 'see' what's happening in...	56	Established	50	JavaScript
25	teabranch/open-responses-server Wraps any OpenAI API interface as Responses with MCPs support so it supports...	56	Established	152	Python
26	royerlab/napari-mcp 🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor,...	55	Established	21	Python
27	microsoft/mcp-gateway MCP Gateway is a reverse proxy and management layer for MCP servers,...	55	Established	520	C#
28	yoshiko-pg/o3-search-mcp MCP server for OpenAI o3 web search	55	Established	286	JavaScript
29	idosal/git-mcp Put an end to code hallucinations! GitMCP is a free, open-source, remote MCP...	55	Established	7,755	TypeScript
30	aliyun/alibaba-cloud-ops-mcp-server AlibabaCloud CloudOps MCP Server	55	Established	107	Python
31	alex-ilgayev/MCPSpy MCP Monitoring with eBPF	55	Established	504	C
32	cloud-ru-tech/mcp-server-mattermost MCP server for Mattermost — let Claude, Cursor, and other AI assistants work...	54	Established	21	Python
33	MCP-UI-Org/mcp-ui UI over MCP. Create next-gen UI experiences with the protocol and SDK!	54	Established	4,525	TypeScript
34	lirantal/mcp-server-nodejs-api-docs MCP Server for Node.js API documentation	54	Established	10	TypeScript
35	sammcj/mcp-devtools A modular MCP server that provides commonly used developer tools for AI coding agents	53	Established	130	Go
36	yoda-digital/mcp-gitlab-server Enhanced MCP server for GitLab: group projects listing and activity tracking	53	Established	42	TypeScript
37	DEmodoriGatsuO/sharepoint-mcp SharePoint MCP (Model Context Protocol) - A SharePoint connector for LLM...	53	Established	46	Python
38	zongmin-yu/semantic-scholar-fastmcp-mcp-server A FastMCP server implementation for the Semantic Scholar API, providing...	53	Established	103	Python
39	Azure-Samples/azure-container-apps-ai-mcp This project showcases how to use the MCP protocol with Azure OpenAI. It...	52	Established	32	TypeScript
40	samber/go-playground-mcp 🤹 A MCP server to execute Go code in Go Playground and generate shareable URLs	52	Established	5	TypeScript
41	VirtusLab/llm-tools-mcp Connect to MCP servers right from your shell. Plugin for simonw/llm.	52	Established	34	Python
42	RafaelCartenet/mcp-databricks-server Model Context Protocol (MCP) server for Databricks that empowers AI agents...	52	Established	36	Python
43	googleapis/mcp-toolbox-sdk-js Javascript SDK for interacting with the MCP Toolbox for Databases.	52	Established	70	TypeScript
44	doobidoo/MCP-Context-Provider A static MCP server that provides AI models with persistent tool context,...	51	Established	28	TypeScript
45	jasonjmcghee/WebMCP Early WebMCP proposal / implementation - since evolved and worked on by much...	51	Established	579	JavaScript
46	googleapis/mcp-toolbox-sdk-go Go SDK for interacting with the MCP Toolbox for Databases.	51	Established	50	Go
47	openMF/mcp-mifosx Model Context Protocol - MCP for Mifos X	51	Established	19	Java
48	frappe/mcp Frappe MCP allows Frappe apps to function as MCP servers	51	Established	117	Python
49	yjacquin/fast-mcp A Ruby Implementation of the Model Context Protocol	50	Established	1,149	Ruby
50	levante-hub/levante Levante - Personal, Secure, Free, Local AI, MCP Client	50	Established	30	TypeScript
51	microsoft/mcp-interviewer Catch MCP server issues before your agents do.	50	Established	148	Python
52	opgginc/laravel-mcp-server A Laravel package for implementing secure Model Context Protocol servers...	50	Established	331	PHP
53	milisp/mcp-linker mcp store manager, add & syncs MCP server configurations across clients like...	50	Established	297	TypeScript
54	nirholas/bnbchain-mcp Developer tools for AI crypto agents 🛠️ Build apps with DeFi trading, DEX...	49	Emerging	14	TypeScript
55	supadata-ai/mcp Official Supadata MCP Server - Adds powerful video & web scraping to Cursor,...	49	Emerging	32	TypeScript
56	mrkrsl/web-search-mcp A simple, locally hosted Web Search MCP server for use with Local LLMs	48	Emerging	630	TypeScript
57	johannesbrandenburger/typst-mcp Typst MCP Server is an MCP (Model Context Protocol) implementation that...	48	Emerging	125	Python
58	apache/skywalking-mcp Apache SkyWalking MCP Server	48	Emerging	17	Go
59	highflame-ai/ramparts mcp scan that scans any mcp server for indirect attack vectors and security...	48	Emerging	83	Rust
60	PaddleHQ/paddle-mcp-server Interact with the Paddle API using AI assistants like Claude, or in...	48	Emerging	44	TypeScript
61	centralmind/gateway Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.	47	Emerging	518	Go
62	Hmbown/aleph Skill + MCP server to turn your agent into an RLM. Load context, iterate...	47	Emerging	175	Python
63	eunomia-bpf/MCPtrace MCP server: using eBPF to tracing your kernel	47	Emerging	64	Python
64	aieducations/edumcp EDUMCP is a protocol that integrates the Model Context Protocol (MCP) with...	47	Emerging	246	Python
65	pawneetdev/rest-to-mcp-adapter A Python library for converting REST API specifications into MCP (Model...	47	Emerging	10	Python
66	0xKoda/WireMCP An MCP for WireShark (tshark). Empower LLM's with realtime network traffic...	46	Emerging	383	JavaScript
67	BV-Venky/excalidraw-architect-mcp An MCP server that generates beautiful Excalidraw architecture diagrams with...	46	Emerging	66	Python
68	guangxiangdebizi/TradingAgents-MCPmode TradingAgents-MCPmode 是一个创新的多智能体交易分析系统，集成了 Model Context Protocol (MCP)...	45	Emerging	240	Python
69	PederHP/mcpdotnet .NET implementation of the Model Context Protocol (MCP)	45	Emerging	234	C#
70	PanseBossuSmecheru/notes-mcp # Notes MCPAn MCP server that connects with your Apple Notes on macOS. 📓...	44	Emerging	3	TypeScript
71	http4k/mcp-desktop http4k MCP Desktop Client	44	Emerging	39	Kotlin
72	danilop/MCP2Lambda Run any AWS Lambda function as a Large Language Model (LLM) tool without...	44	Emerging	110	Python
73	sammcj/mcp-package-docs An MCP server that provides LLMs with efficient access to package...	44	Emerging	80	TypeScript
74	gimjin/message-mcp Desktop notifications, custom sounds, ntfy mobile notifications, email...	44	Emerging	8	TypeScript
75	explorium-ai/mcp-explorium Explorium B2B Data - MCP Server	44	Emerging	20	Dockerfile
76	presidio-oss/specifai-mcp-server MCP server to provide Specifai project requirements, task, etc. to any AI...	44	Emerging	13	TypeScript
77	symfony/mcp-bundle Symfony integration bundle for Model Context Protocol (via official mcp/sdk)	44	Emerging	37	PHP
78	spectral-mcp/spectral Browse any app normally. Spectral captures the traffic, understands what...	44	Emerging	59	Python
79	nyo16/conduit_mcp Elixir implementation of the Model Context Protocol (MCP) — build servers to...	44	Emerging	5	Elixir
80	code-yeongyu/perplexity-advanced-mcp Advanced MCP tool for Perplexity and OpenRouter API integration.	44	Emerging	47	Python
81	MegaGrindStone/mcp-web-ui MCP Web UI is a web-based user interface that serves as a Host within the...	44	Emerging	87	Go
82	gujord/OpenAPI-MCP The OpenAPI-MCP proxy translates OpenAPI specs into MCP tools, enabling AI...	44	Emerging	65	Python
83	aalobaidi/ggRMCP ggRMCP is a gateway that converts gRPC services into MCP-compatible tools,...	43	Emerging	25	Go
84	stefanoamorelli/nasdaq-data-link-mcp A Nasdaq Data Link MCP (Model Context Protocol) Server	43	Emerging	56	Python
85	shreyaskarnik/mcpet This is a TypeScript-based Model Context Protocol (MCP) server that...	43	Emerging	10	TypeScript
86	amazon-mq/mcp-amqp-transport A SDK for running MCP over AMQP	43	Emerging	20	TypeScript
87	OpenDataMCP/OpenDataMCP Connect any Open Data to any LLM with Model Context Protocol.	43	Emerging	145	Python
88	prism-php/relay An MCP client tool for Prism	43	Emerging	150	PHP
89	Vankill08/claude-skills-mcp 🌐 Enhance AI interactions by integrating Claude's Skills system with any...	43	Emerging	3	Python
90	GenOrca/unreal-mcp Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports...	43	Emerging	50	Python
91	monteslu/robot-mcp MCP server for Johnny-Five robotics. Let LLMs control Arduino, Raspberry Pi,...	43	Emerging	7	JavaScript
92	SamFold/Mcp.Net A fully featured C# implementation of Anthropic's Model Context Protocol (MCP)	43	Emerging	37	C#
93	JamesANZ/us-legal-mcp An MCP server that provides comprehensive US legislation.	42	Emerging	16	TypeScript
94	DecisionsDev/ibm-decision-intelligence-mcp-server MCP Server for IBM Decision Intelligence to extend AI experience with...	42	Emerging	5	TypeScript
95	habibhassansehani/openai-sdk-knowledge-org 🛠️ Build a powerful MCP server that leverages the OpenAI API with...	42	Emerging	3	TypeScript
96	ondrsh/mcp4k Compiler-driven MCP framework for Kotlin Multiplatform	42	Emerging	65	Kotlin
97	kirill-markin/example-mcp-server A ready-to-use MCP (Model Context Protocol) server template for extending...	42	Emerging	37	Python
98	explorium-ai/vibeprospecting-mcp Power your chat with B2B data to create lead lists, research companies,...	42	Emerging	15	JavaScript
99	cosmix/jira-mcp A Model Context Protocol server for Jira.	41	Emerging	25	TypeScript
100	MegaGrindStone/go-mcp A Go implementation of the Model Context Protocol (MCP) - an open protocol...	41	Emerging	46	Go
101	cloudbadal007/ontology-mcp-self-healing Self-healing multi-agent system using ontologies and MCP to automatically...	41	Emerging	12	Python
102	CartographAI/atlas-docs-mcp Provide LLMs hosted, clean markdown documentation of libraries and frameworks	41	Emerging	35	JavaScript
103	cadugrillo/s7-mcp-bridge S7 MCP Bridge is a MCP Server that connects AI agents to Siemens industrial...	41	Emerging	12	TypeScript
104	pgEdge/pgedge-postgres-mcp pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent...	41	Emerging	88	Go
105	truenas/truenas-mcp Monitor and Manage your TrueNAS via LLM using an MCP plugin.	41	Emerging	13	Go
106	cosmix/linear-mcp A Model Context Protocol server for Linear.	40	Emerging	30	TypeScript
107	4t145/rmcp BEST Rust SDK for MCP (Model Context Protocol)	40	Emerging	71	Rust
108	manuelfussTC/PulseFramework PULSE Framework: CLI (pulse) + MCP Server (pulse_*) for controlled agentic...	40	Emerging	27	TypeScript
109	nebula-contrib/nebulagraph-mcp-server Model Context Protocol Server for NebulaGraph 3.x	40	Emerging	27	Python
110	CartographAI/mcp-server-codegraph MCP server for graph representation of a codebase	40	Emerging	17	JavaScript
111	isakskogstad/Skolverket-MCP MCP server for Swedish National Agency for Education (Skolverket) open data....	40	Emerging	10	TypeScript
112	keurcien/auxilia A lightweight web MCP client designed to host your MCP-powered AI...	39	Emerging	7	TypeScript
113	tcsenpai/mcpbook An MCP (Model Context Protocol) server that exposes documentation sites...	39	Emerging	19	JavaScript
114	sidharthrajaram/mcp-sse A working pattern for SSE-based MCP clients and servers	39	Emerging	304	Python
115	aws-samples/sample-serverless-nova-sonic-chat Run Nova Sonic on AWS Serverless (with MCP support)	39	Emerging	30	TypeScript
116	TwillAI/summon-app Postman for MCP servers	39	Emerging	124	TypeScript
117	amazon-mq/mcp-server-rabbitmq MCP server for RabbitMQ	38	Emerging	24	Python
118	descoped/mcp-pkg-local MCP server providing LLMs direct access to local package source code to...	38	Emerging	1	TypeScript
119	jeanlopezxyz/mcp-sessionize MCP server for Sessionize event data	38	Emerging	3	Java
120	cosmix/confluence-mcp A Model Context Protocol server for Confluence.	38	Emerging	10	TypeScript
121	metacontract/mc A flexible and upgradeable smart contract framework optimized for AI...	38	Emerging	46	Solidity
122	zerubeus/elektron-mcp MCP sever for controlling Elektron devices using LLMs	38	Emerging	93	Python
123	mkinf-io/mkinf mkinf SDK to interact with mkinf hub MCP servers	37	Emerging	134	Python
124	rob1997/CereBro A model-agnostic MCP Client-Server for .Net and Unity	37	Emerging	16	C#
125	RafalWilinski/aws-mcp Talk with your AWS using Claude. Model Context Protocol (MCP) server for...	37	Emerging	292	TypeScript
126	asgardeo/asgardeo-mcp-server MCP server to interact with your Asgardeo organization through LLM tools	37	Emerging	3	Go
127	KenisLabs/arka-mcp-gateway Arka - Enterprise MCP Gateway	37	Emerging	47	Python
128	prasanthmj/primitive-go-mcp-server A Go implementation of an MCP (Model Context Protocol) server tools	36	Emerging	12	Go
129	swgee/BurpMCP Burp Suite Extension with MCP Server to enhance manual application security testing	36	Emerging	34	Java
130	detailobsessed/unblu-mcp MCP server for Unblu	36	Emerging	1	Python
131	renatosoriano/AUTOSAR-MCAL-Embedded-Upskilling-Bootcamp AUTOSAR MCAL Embedded Upskilling Bootcamp by Modular MX.	36	Emerging	65	C
132	dhanababum/mcpskills-cli Generate Agent Skills from MCP server tools. Connects via Streamable HTTP,...	36	Emerging	14	Python
133	mcp-use/mcp-use-cli mcp-use powered CLI to connect to any MCP server with any LLM, from your terminal	36	Emerging	48	TypeScript
134	sammcj/mcp-data-extractor A model context protocol server to migrate data out of code (ts/js) into...	36	Emerging	9	JavaScript
135	bbonnin/openapi-to-mcp OpenApiMCPServer is an MCP server that automatically converts any...	35	Emerging	4	Java
136	g4sk0/mergen-mcp Mergen is an MCP server that gives your AI a real red team brain. It doesn't...	35	Emerging	6	Python
137	devizor/macOS-Notification-MCP macOS Notification MCP enables AI assistants to trigger native macOS sounds,...	35	Emerging	34	Python
138	jalpp/mcp-adapter MCP adapter for tool registration and automatic HTTP endpoint-to-tool...	35	Emerging	2	TypeScript
139	ggoodman/mcp MCP is a command-line tool and local UI for discovering, installing and...	35	Emerging	14	Go
140	ARadRareness/mcp-registry A central registry and HTTP interface for coordinating Model Context...	35	Emerging	34	Python
141	mcpfinder/server ⚠️ DEPRECATED — Use https://github.com/lksrz/mcpfinder instead. The MCP...	35	Emerging	10	JavaScript
142	symfony/mcp-sdk Model Context Protocol SDK for Client and Server applications in PHP	34	Emerging	45	PHP
143	seratch/openai-sdk-knowledge-org Live example MCP server built with Cloudflare Workers/Queues/Vectorize/D1...	34	Emerging	15	TypeScript
144	cyrup-ai/sweetmcp A Blazing-fast, Pure-Rust MCP Solution backed by Pingora / Axum	34	Emerging	6	Rust
145	Prism-Shadow/context9 Your personal knowledge MCP engine. Up-to-date, local-first, low-hallucination.	34	Emerging	25	TypeScript
146	takaakit/astah-pro-mcp A local MCP server that runs as a plugin for Astah Professional, a UML modeling tool.	33	Emerging	10	Java
147	Pipelex/pipelex-mcp MCP server to run Pipelex pipelines	33	Emerging	8	Makefile
148	routecraftjs/routecraft Define TypeScript capabilities that send emails, manage calendars, and...	33	Emerging	6	TypeScript
149	one710/consciousness A powerful, pluggable vector memory and Model Context Protocol (MCP) server...	33	Emerging	3	TypeScript
150	datnguye/mcp-metricflow A Model Context Protocol (MCP) server that provides MetricFlow CLI tools	33	Emerging	4	Python
151	Rayato159/sol-chad-mcp Use AI + MCP to monitor your SOL wallet, check market indicators. All by...	33	Emerging	5	Rust
152	ruska-ai/mcp-sse 🔌🔄 Simple MCP Server Deployment	33	Emerging	4	Python
153	ordinary3oy/splunk-mcp 🚀 Create a PoC environment for integrating Splunk MCP Server with Claude...	33	Emerging	1	Shell
154	0xKoda/mcp-rust-docs An MCP to retrieve rust crate documentation for LLM's	33	Emerging	47	JavaScript
155	BlockRunAI/blockrun-mcp BlockRun MCP Server - Access 30+ AI models in Claude Code with zero API...	33	Emerging	10	JavaScript
156	ksysoev/mcp-go-tools A Go-focused Model Context Protocol (MCP) server that provides idiomatic Go...	33	Emerging	5	Go
157	bivex/ZenTaoMcp ☯️ ZENTAO MCP BRIDGE. Connect ZenTao to the AI future. Project management...	33	Emerging	2	Go
158	steve228uk/metro-mcp A plugin-based MCP server for React Native runtime debugging, inspection,...	33	Emerging	2	TypeScript
159	xdl2003/go-manus-with-mcp one go multi-agent system like manus using any MCP you want with...	32	Emerging	34	Go
160	faraazahmad/graphsense MCP server providing code intelligence using static analysis	31	Emerging	35	TypeScript
161	acashmoney/bio-mcp BioMCP: Enabling agent-based biomedical R&D	31	Emerging	18	TypeScript
162	thoughtspot/mcp-chat-client Generic chat client which can connect to MCP servers	31	Emerging	5	TypeScript
163	trayders/trayd-mcp Trade Robinhood via Claude Code - MCP Server	29	Experimental	8	—
164	non-npc/Vibe-Model-Context-Protocol-Server A Python-based server for managing and analyzing code context for...	29	Experimental	14	Python
165	dominiquekossi/mcp-agent-kit The easiest way to create MCP servers, AI agents, and chatbots with any LLM	29	Experimental	1	TypeScript
166	andreinwald/webmcp-demo Shoe store WebMCP Demo for Google Chrome	29	Experimental	13	TypeScript
167	sanbuphy/nanoMCP If you can read ~200 lines of Python, you understand MCP.	29	Experimental	32	Python
168	guangxiangdebizi/China-Central-Policy-MCP 面向 gov.cn 的国务院政策检索与解析 MCP 服务器，提供“政策列表检索 + 政策正文抓取”两类工具，直接返回结构化数据。	28	Experimental	9	JavaScript
169	LennardZuendorf/indexed CLI Indexer for Jira, Confluence and Local Files, making knowledge available...	28	Experimental	3	Python
170	rkonfj/mcpurl Like cURL but for MCP	28	Experimental	20	Go
171	one710/computermate ComputerMate is a powerful Model Context Protocol (MCP) server that grants...	28	Experimental	4	TypeScript
172	MixLabPro/mcp_uiux Use and manage MCP with elegance and precision.	28	Experimental	8	TypeScript
173	Justkokosixnine/polymarket-mcp-server 🤖 Power your trading on Polymarket with an AI-driven platform that offers...	27	Experimental	1	Python
174	pato/mtg-mcp An MCP server for Magic: The Gathering card data	27	Experimental	3	Rust
175	metehan777/moz-mcp Moz SEO Tool MCP	27	Experimental	9	TypeScript
176	guangxiangdebizi/email-mcp 一个基于Model Context Protocol (MCP) 的邮件服务器，让AI可以发送、读取、搜索、删除和回复邮件。支持SMTP和Gmail...	27	Experimental	9	TypeScript
177	Starefossen/spond-no-match-mcp An MCP server for managing kids' sports activities on Spond. Built for...	27	Experimental	3	Python
178	u8array/Thomisidae Rust MCP URL-fetching server (page text and link extraction) over stdio. It...	27	Experimental	2	Rust
179	umairakrm007/awesome-mcp-servers 🚀 Discover and deploy powerful MCP servers with curated setups, templates,...	27	Experimental	1	—
180	craneoankh/mcp-server-manager ⚙️ Manage MCP servers effortlessly with a single binary and simple YAML...	27	Experimental	2	Go
181	gabcoyne/airflow-unfactor MCP server for LLM-assisted conversion of Apache Airflow DAGs to Prefect flows	26	Experimental	9	TypeScript
182	UnlikeOtherAI/AppReveal Debug-only in-app MCP server for iOS/Android/Flutter/ReactNative. Gives LLM...	26	Experimental	8	Swift
183	ahmedrowaihi/webcontainer-mcp-browser Run any Model Context Protocol (MCP) stdio server in your browser using...	26	Experimental	21	TypeScript
184	piyushagni5/a2a-project Explore MCP and A2A protocols with hands-on client/server implementations,...	25	Experimental	5	—
185	tenkoh/recent-go-mcp MCP Server providing Go's updated features to support coding agents update...	24	Experimental	3	Go
186	aliceappai/mcp-server-alice Connect voice recordings and transcripts to AI clients for natural language...	24	Experimental	2	—
187	cryostatio/cryostat-mcp Model Context Protocol (MCP) for connecting Cryostat to Large Language Models (LLMs)	24	Experimental	—	Java
188	jeanlopezxyz/mcp-redhat-kb MCP Server for Red Hat Knowledge Base - Search solutions and articles	24	Experimental	1	Java
189	foggy-projects/foggy-data-mcp-bridge MCP Data Bridge for Java. Enabling safe Text-to-Query via a semantic layer,...	24	Experimental	1	Java
190	ranjeet-floyd/informix-db-mcp Informix MCP Server	24	Experimental	3	Java
191	jondot/mcpixy MCPixy is a zero-config MCP (Model Context Protocol) server builder for...	24	Experimental	3	Rust
192	stepmind-amcp/amcp AMCP — AI Memory Communication Protocol · AI记忆通信协议	23	Experimental	1	—
193	williy/mcp-security-design-standard Security design standard for MCP-based AI agents. Covers prompt injection...	23	Experimental	1	—
194	jchristn/Tablix Tablix is an MCP frontend for your databases, allowing you to define context...	23	Experimental	1	C#
195	abhirockzz/mcp_kusto Vibe querying with MCP server for Azure Data Explorer (Kusto)	23	Experimental	3	Go
196	Mgobeaalcoba/mcp_henry_masterclass A MasterClass about MCP in AI Engineering	23	Experimental	2	Python
197	mohanish28/emcp Enhanced MCP — typed, pixel-accurate, cross-server context for LLMs	22	Experimental	—	TypeScript
198	LXGIC-Studios/nerve-mcp MCP server for NERVE — AI-powered perpetual DEX. Trade from Claude, GPT, or...	22	Experimental	—	JavaScript
199	NeaByteLab/WebSearch-MCP MCP server for web search and web fetch tools.	22	Experimental	—	TypeScript
200	topwebmaster/vscode-mcp-output-reader VS Code extension: expose Output channels to AI assistants via MCP	22	Experimental	—	TypeScript
201	moner124/hyperliquid-mcp-server 🔗 Connect Claude Code to the power of Hyperliquid DEX with the fully...	22	Experimental	—	Python
202	ipradeep99/Prophet_mcp MCP (Model Context Protocol) server that enables LLMs to forecast...	22	Experimental	—	Python
203	blockparty-global/1s-mcp MCP server with 43 tools for blockchain data — token lookups, wallet...	22	Experimental	—	TypeScript
204	Vladim8rr2/imessage-mcp Explore and analyze your iMessage history locally with 26 tools powered by...	22	Experimental	—	TypeScript
205	idfkit/idfkit-mcp 🤖 Model Context Protocol (MCP) server for EnergyPlus building energy simulation	22	Experimental	—	Python
206	master91q/pi-mcp-adapter 🔗 Connect MCP servers to Pi seamlessly, minimizing token usage while...	22	Experimental	—	TypeScript
207	juanito033kk/Binance-MCP 🔶 Enable AI assistants to trade, manage, and analyze cryptocurrency on...	22	Experimental	—	TypeScript
208	Alastairchilblained570/mcp-foundry Connect AI agents to financial markets using a universal trading interface...	22	Experimental	—	Python
209	jeanlopezxyz/cncf-tech-advisor-mcp MCP Server for CNCF Technology Advisor - AI-powered cloud native guidance	22	Experimental	3	Java
210	Newform-AI/tiktok-api-docs-mcp MCP server for searching and retrieving TikTok API documentation using...	22	Experimental	1	TypeScript
211	sebschopf/mcp-blender-bridge 🧠 Connect Google Gemini to Blender via the Model Context Protocol (MCP)....	22	Experimental	4	Python
212	anatolykoptev/dozor AI-first server monitoring via MCP — Docker, systemd, remote hosts	22	Experimental	1	Go
213	roveo/topo-mcp An MCP (Model Context Protocol) server providing code topology tools for...	21	Experimental	—	Go
214	TheodorNEngoy/mcp-safety-scanner Dependency-free CLI + GitHub Action to scan JS/TS repos for MCP/tool-server...	21	Experimental	—	JavaScript
215	TheodorNEngoy/mcp-secure-node-starter Secure-by-default Node.js MCP server starter (CORS allowlist, size limits,...	21	Experimental	—	JavaScript
216	ShootaOT/db-mcp 🔧 Optimize your SQLite experience with the db-mcp server, featuring OAuth...	21	Experimental	—	TypeScript
217	sunnypatneedi/sessionstellar-js SessionStellar npm packages — scoring engine, CLI, and MCP server for AI...	21	Experimental	—	JavaScript
218	carlos19772023/mcp-server-website 📸 Capture high-quality web page screenshots efficiently, with automatic...	21	Experimental	—	JavaScript
219	mahesans/bnbchain-mcp 🌐 Build and manage decentralized applications on the BNB Chain with ease,...	21	Experimental	—	TypeScript
220	noecrn/mcp-agent-framework Technical implementation of high-reasoning AI agents using the AWS Strands...	21	Experimental	—	Python
221	mjkid221/MCPal Friendly Companion MCP. Get notified when your task is finished!	21	Experimental	—	TypeScript
222	Starefossen/yr-no-weather-mcp MCP server providing Norwegian weather data from MET.no/yr.no with geocoding...	21	Experimental	—	Go
223	xiangweizeng/mcp-any-rest A generic Model Context Protocol (MCP) server for any REST backend. This...	21	Experimental	2	Rust
224	arifazim/MCP_Document_Classifer An intelligent document processing system that uses the Model Context...	20	Experimental	3	Python
225	timjuenemann/wikipedia-mcp Wikipedia MCP Server written in TypeScript	20	Experimental	14	JavaScript
226	sinhaparth5/whatstyle-mcp A Model Context Protocol (MCP) server with Grok AI integration for...	19	Experimental	2	Go
227	sbsdbs/simple_mcp_server 🌌 Create a simple MCP Server using the Star Wars API to access characters,...	19	Experimental	1	TypeScript
228	lmorg/mcp-web-scraper A package for scraping websites for use in AI tools. Supports langchaingo and MCP	19	Experimental	2	Go
229	AgentDank/dank-mcp Model Context Procotol (MCP) server with tools for Cannabis Datasets.	19	Experimental	3	Go
230	cornelcroi/ask-james MCP server that lets any AI assistant (Claude, Kiro, Cursor, etc.) call out...	17	Experimental	—	Python
231	ai-dataplatform-hub/datalake-mcp Production-ready MCP server for AWS Data Lakes - Query S3, Glue, Athena with...	17	Experimental	—	Python
232	TMHSDigital/Model_Context_Protocol_For_Dummies A comprehensive guide to understanding and implementing the Model Context...	15	Experimental	—	HTML
233	chrlesur/live-memory Live Memory MCP Server — Mémoire de travail partagée pour agents IA...	15	Experimental	1	Python
234	megberts/mcp-websitepublisher-ai Build and publish websites through AI conversation. 27+ MCP tools, OAuth 2.1...	15	Experimental	—	—
235	kuya-carlo/sage-mcp SAGE — Student Agent for Guided Education. Notion MCP-powered academic...	14	Experimental	—	Python
236	Devatva24/LLM-Router-MCP MCP server that intelligently routes prompts across Claude, Gemini, and...	14	Experimental	—	JavaScript
237	blessdog/blessdog AI music production system — dual MCP servers controlling Ableton Live with...	14	Experimental	—	Python
238	skorotkiewicz/tronmcp Tron-style multiplayer light-cycle game for LLMs via MCP	14	Experimental	1	Rust
239	DiscreteTom/shinkuro-rs Universal prompt loader MCP server	13	Experimental	—	Rust
240	FezAreCool/mcp-claude-hackernews 🚀 Connect Claude Desktop with Hacker News through the Model Context Protocol...	13	Experimental	—	—
241	NoStackApps/nsa-mcp MCP server for NoStackApps — lets LLMs interact with Google Sheets database...	13	Experimental	—	JavaScript
242	tolgarenda/inspector 🛠 Streamline TypeScript debugging with MCP Inspector, a powerful tool for...	13	Experimental	—	TypeScript
243	hady2010/macos-mcp An MCP server to securely control, monitor, and troubleshoot macOS...	13	Experimental	—	JavaScript
244	siddhu1997/MLCP MLCP is a protocol-driven system for managing layered, contextual data in...	13	Experimental	—	Python
245	LuisCharro/mcp-dev-tools MCP Dev Tools - Universal AI-powered development assistant for ChatGPT,...	13	Experimental	—	Shell
246	ji-podhead/pinecone-bridged-mcp This repo contains a docker image with pinecone mcp and mcp-bridge. It also...	13	Experimental	—	—
247	jasonkneen/mcpsz-website MCP Intelligent Tooling with organised groups of servers, tools into logic toolboxes	13	Experimental	—	TypeScript
248	QuantTradingOS/mcp-server MCP server exposing QuantTradingOS tools for AI/chatbot clients	13	Experimental	—	Python
249	kmshdev/deepwiki-mcp-server Zed mcp context server extension for deepwiki	13	Experimental	—	Rust
250	alibiinformationsuperhighway165/mcpskills-cli Generate Agent Skills from MCP server tools, reducing token consumption and...	13	Experimental	—	—
251	augmentia-de/mcp-server A Spring Boot application that functions as an MCP server. It makes tools...	13	Experimental	—	Java
252	JOEDUCERR/mcp-note-maker A simple Model Context Protocol (MCP) server built using the FastMCP...	12	Experimental	1	Python
253	hyunji0618/Multi-Agent-Customer-Service-System-with-A2A-and-MCP Multi-agent customer support system leveraging A2A (Agent-to-Agent)...	12	Experimental	1	Jupyter Notebook
254	keyboardsmoke/openai-mcp Simple OpenAI MCP to expose some models to Claude	11	Experimental	—	—
255	milosgajdos/go-mcp Model Context Protocol (MCP) implementation in Go	11	Experimental	—	Go
256	julioroque/mcp-gateway 🔗 Connect multiple MCP servers into one gateway, simplifying access to tools...	11	Experimental	—	TypeScript
257	sujjadshaik/fastmcp-starter-kit starter kit for fast mcp	11	Experimental	—	Python
258	shinshin86/web-frontend-mcp-demo This project demonstrates how to integrate ChatGPT with the Model Context...	10	Experimental	1	TypeScript
259	QuantGeekDev/mcp-framework-docs Docs page for mcp-framework	10	Experimental	2	TypeScript
260	ossfellow/zed-mcp-server-basic-memory Basic Memory MCP server integration, for Zed Editor's Assistant.	10	Experimental	1	Rust

Comparisons in this category

inspector and MCP-SuperAssistant (77 vs 57) mcp-framework and docs-mcp-server (80 vs 76) docs-mcp-server and atlas-mcp-server (76 vs 57) docs-mcp-server and mcp (76 vs 59) mcp-framework and atlas-mcp-server (80 vs 57) mcp-framework and mcpadapt (80 vs 60) mcp-framework and mcp (80 vs 59) docs-mcp-server and openrouter-mcp-multimodal (76 vs 68) mcp-package-version and mcpm.sh (65 vs 58) mcp-framework and openrouter-mcp-multimodal (80 vs 68)