MCP Scoreboard

66495

Discovered

→

31823

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 4 hours ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
11951	MCP Data Server ⚡ Claim Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…	C 62 ⁵⁄₄	◉ ⏳	54	37	N/A	18	95	98
11952	PubChem MCP Server ⚡ Claim Extracts basic chemical information and drug data from the PubChem API. It enab…	C 62 ⁵⁄₅	◉ ⏳	54	82	—	28	81	57
11953	Zoom MCP Server ⚡ Claim Enables intelligent monitoring and management of Zoom rooms across multiple sit…	C 62 ⁵⁄₅	◉ ⏳	54	48	—	26	81	98
11954	DevSecOps MCP Server Claim 1 An MCP server that integrates SAST, DAST, and SCA security tools to enable AI-d…	C 62 ⁵⁄₅	◉ ⏳	63	33	—	50	76	87
11955	Midnight MCP Server Claim 1 An MCP server with comprehensive CI/CD workflows including unit tests, integrat…	C 62 ⁵⁄₅	◉ ⏳	69	26	—	29	81	99
11956	FastMCP Documentation & Web Scraping Se… Claim Enables web page scraping via Jina reader API and searching FastMCP documentati…	C 62 ⁵⁄₅	◉ ⏳	50	50	—	27	81	100
11957	MBTA Worcester Line MCP Server ⚡ Claim Provides real-time train schedule information and live predictions for all 18 s…	C 62 ⁶⁄₆	◉ ⏳	84	75	0	32	82	91
11958	Remote MCP Server (Authless) Claim A template for deploying an authentication-free MCP server on Cloudflare Worker…	C 62 ⁵⁄₅	◉ ⏳	48	70	—	24	81	82
11959	D&D Combat MCP Server Claim A Cloudflare Workers-based MCP server template for building remote MCP servers …	C 62 ⁵⁄₅	◉ ⏳	48	70	—	24	81	81
11960	Remote MCP Server (Authless) Claim A template for deploying a Model Context Protocol server on Cloudflare Workers …	C 62 ⁵⁄₅	◉ ⏳	48	66	—	21	81	85
11961	tv-recommender-mcp-server ⚡ Claim tv-recommender-mcp-server	C 62 ⁵⁄₅	◉ ⏳	54	33	—	56	83	89
11962	SAP MCP Server Claim Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…	C 62 ⁵⁄₅	◉ ⏳	78	43	—	16	81	81
11963	penpot-mcp ⚡ Claim Penpot MCP server	C 62 ⁵⁄₅	◉ ⏳	48	41	N/A	48	81	97
11964	Remote MCP Server for Cloudflare Claim A deployable MCP server on Cloudflare Workers that enables AI tools integration…	C 62 ⁵⁄₅	◉ ⏳	48	67	—	21	81	84
11965	QMT MCP Server Claim Provides access to Chinese stock market data through the QMT platform, enabling…	C 62 ⁵⁄₅	◉ ⏳	62	27	—	40	81	98
11966	File Operations MCP Server ⚡ Claim 2 A Model Context Protocol server that enables enhanced file system operations in…	C 62 ⁵⁄₅	◉ ⏳	57	82	—	48	82	34
11967	Expense Tracker MCP Server ⚡ Claim Parses PDF receipts to extract grocery and shopping expenses, automatically cat…	C 62 ⁵⁄₄	◉ ⏳	54	38	N/A	24	95	93
11968	Tavily Web Search MCP Server ⚡ Claim Enables web search capabilities through the Tavily API, allowing users to searc…	C 62 ⁵⁄₅	◉ ⏳	54	50	—	25	76	99
11969	SSH MCP Server ⚡ Claim 1 Enables secure SSH connections to multiple remote servers with support for comm…	C 62 ⁵⁄₅	◉ ⏳	54	82	—	48	81	40
11970	Remote MCP Server (Authless) Claim A template for deploying MCP servers on Cloudflare Workers without authenticati…	C 62 ⁵⁄₅	◉ ⏳	48	68	—	21	81	83
11971	vscode-terminal-mcp ⚡ Claim Execute commands in visible VSCode terminal tabs with output capture and sessio…	C 62 ⁵⁄₄	◉ ⏳	72	0	N/A	55	87	98
11972	mcp-server-calculator ⚡ Claim This server enables LLMs to use calculator for precise numerical calculations	C 62 ⁵⁄₄	◉ ⏳	62	22	N/A	50	87	94
11973	紫微斗数 MCP 服务器 (MCPIztro) ⚡ Claim 1 A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…	C 62 ⁵⁄₅	◉ ⏳	57	33	—	45	82	95
11974	Ant Design Components MCP Server Claim Exposes Ant Design component documentation to Large Language Models, allowing L…	C 62 ⁵⁄₅	◉ ⏳	60	41	—	24	81	98
11975	MCPServerTransportDemo ⚡ Claim A demonstration project for building and testing Model Context Protocol (MCP) s…	C 62 ⁵⁄₄	◉ ⏳	64	22	N/A	29	95	99
11976	linux-mcp-server ⚡ Claim 2 MCP server for read-only Linux system administration, diagnostics, and troubles…	C 62 ⁶⁄₄	◉ ⏳	65	66	0	74	81	95
11977	MCP Stock Assistant Claim Provides real-time stock information for Chinese A-shares and US stocks using t…	C 62 ⁵⁄₅	◉ ⏳	48	62	—	24	78	91
11978	MATLAB MCP Server ⚡ Claim 1 Allows interaction with MATLAB by creating and executing scripts and functions …	C 62 ⁵⁄₄	◉ ⏳	66	33	N/A	21	88	93
11979	Metro MCP ⚡ Claim Enables users to interact with Washington DC Metro (WMATA) transit system throu…	C 62 ⁶⁄₆	◉ ⏳	78	72	0	39	80	100
11980	vibase Claim Easily query and mutate Postgres data using MCP. This is an open source project.	C 62 ⁵⁄₅	◉ ⏳	88	63	—	41	82	19
11981	Codex LSP Bridge ⚡ Claim Exposes Language Server Protocol (LSP) features as MCP tools, enabling IDE-grad…	C 62 ⁵⁄₄	◉ ⏳	60	27	N/A	43	90	89
11982	android-mcp-server ⚡ Claim 21-tool Android device control via ADB — screenshots with compression, UI tree …	C 62 ⁵⁄₄	◉ ⏳	72	0	N/A	66	82	97
11983	Tavily Web Search MCP Server ⚡ Claim Enables web search capabilities through the Tavily API, allowing users to searc…	C 62 ⁵⁄₅	◉ ⏳	60	42	—	24	81	96
11984	Jokes MCP Server Claim 1 A Model Context Protocol server that delivers jokes on demand, allowing users t…	C 62 ⁵⁄₅	◉ ⏳	33	55	—	46	82	100
11985	Azure DevOps MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with Azure DevOps, enabling use…	C 62 ⁵⁄₄	◉ ⏳	45	56	N/A	24	90	88
11986	QuickBooks Online MCP Server ⚡ Claim Enables AI assistants to query and manage QuickBooks Online data through natura…	C 62 ⁶⁄₆	◉ ⏳	72	72	0	48	81	100
11987	mcp-zuul ⚡ Claim 1 Zuul CI integration with 14 tools for build failure analysis, log search, pipel…	C 62 ⁵⁄₅	◉ ⏳	76	0	—	85	69	94
11988	Audio Player MCP Server ⚡ Claim 1 A server that allows Claude to control audio playback on your computer, support…	C 62 ⁵⁄₄	◉ ⏳	48	36	N/A	37	90	100
11989	MCP WeChat ADB Server ⚡ Claim Enables AI assistants to send WeChat messages and take screenshots through ADB …	C 62 ⁵⁄₄	◉ ⏳	66	25	N/A	40	95	83
11990	Minimal MCP Server for AutoCAD DWG ⚡ Claim 1 A FastAPI-based MCP server scaffold designed to extract material tables from Au…	C 62 ⁵⁄₄	◉ ⏳	72	53	N/A	27	90	57
11991	Dexcom + Carb Search Claim Enables diabetes management by retrieving real-time glucose readings from Dexco…	C 62 ⁵⁄₅	◉ ⏳	54	56	—	24	81	87
11992	Excel MCP Server Claim Enables AI-powered employee data management in Excel files, automatically class…	C 62 ⁵⁄₄	◉ ⏳	54	36	N/A	22	95	99
11993	AI Customer Service MCP Server ⚡ Claim A customer service MCP server that enables order lookup by phone number and sto…	C 62 ⁵⁄₅	◉ ⏳	72	41	—	24	81	85
11994	Gmail MCP Server ⚡ Claim Enables sending emails through Gmail using Google's Gmail API. Requires OAuth a…	C 62 ⁵⁄₅	◉ ⏳	74	37	—	21	80	90
11995	MCP Documentation Server ⚡ Claim A customized MCP server that enables integration between LLM applications and d…	C 62 ⁵⁄₅	◉ ⏳	72	33	—	28	80	90
11996	Twitter Api45 MCP Server ⚡ Claim 1 An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…	C 62 ⁵⁄₅	◉ ⏳	41	100	—	45	81	38
11997	sec-edgar-agentkit Claim 1 AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…	C 62 ⁵⁄₄	◉ ⏳	64	25	N/A	62	90	71
11998	GeoFS MCP Server Claim A server that allows AI models to control and interact with aircraft in the Geo…	C 62 ⁵⁄₄	◉ ⏳	60	26	N/A	28	95	97
11999	Memos MCP Server ⚡ Claim Enables AI assistants to interact with Memos instances for knowledge management…	C 62 ⁵⁄₅	◉ ⏳	62	36	—	39	81	89
12000	WordPress Docs MCP Server ⚡ Claim Provides instant access to WordPress.org documentation, WordPress VIP guides, a…	C 62 ⁶⁄₆	◉ ⏳	96	52	0	43	81	95

Showing 11951–12000 of 66495 servers

« Prev 1 … 238 239 240 241 242 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops