MCP Scoreboard

50103

Discovered

→

29734

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
11301	Remote MCP Server (Authless) Claim A template for deploying authentication-free MCP servers on Cloudflare Workers.…	C 63 ⁵⁄₅	◉ ⏳	48	70	—	27	81	81
11302	Weather MCP Server ⚡ Claim Provides real-time weather data including temperature, humidity, and conditions…	C 63 ⁵⁄₄	◉ ⏳	62	30	N/A	24	94	99
11303	Google Classroom MCP Claim 1 This MCP server provides comprehensive read and write access to Google Classroo…	C 63 ⁵⁄₅	◉ ⏳	66	45	—	25	80	89
11304	SSE MCP Server with JWT Authentication ⚡ Claim 1 A Model Context Protocol server that exposes multiple AI tools over SSE transpo…	C 63 ⁵⁄₅	◉ ⏳	55	65	—	26	76	88
11305	n8n Claim Fair-code workflow automation platform with native AI capabilities. Combine vis…	C 63 ⁶⁄₆	◉ ⏳	96	57	0	72	83	74
11306	jupiter-mcp ⚡ Claim 1 An MCP server for executing token swaps on the Solana blockchain using Jupiter'…	C 63 ⁵⁄₅	◉ ⏳	51	56	—	48	71	91
11307	FastAPI + FastMCP + Gemini Integration Claim Enables natural language interaction with FastAPI applications through Google's…	C 63 ⁵⁄₅	◉ ⏳	54	56	—	19	81	96
11308	mcp-fred ⚡ Claim 1 An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…	C 63 ⁵⁄₅	◉ ⏳	45	63	—	37	82	89
11309	Quick-start Auto MCP ⚡ Claim A tool that helps users easily register Anthropic's Model Context Protocol in C…	C 63 ⁵⁄₅	◉ ⏳	72	30	—	41	81	89
11310	Node.js MCP Weather Server Claim 1 An MCP server that provides weather information like forecasts and alerts for U…	C 63 ⁵⁄₅	◉ ⏳	63	37	—	29	81	100
11311	PostgreSQL MCP Server ⚡ Claim 1 Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…	C 63 ⁵⁄₅	◉ ⏳	72	50	—	16	71	97
11312	PubChem MCP Server ⚡ Claim Enables AI assistants to search and retrieve chemical compound information, str…	C 63 ⁵⁄₅	◉ ⏳	76	31	—	16	83	98
11313	MCP HTTP Requests ⚡ Claim A comprehensive HTTP client MCP server for security testing, API testing, and w…	C 63 ⁵⁄₅	◉ ⏳	66	31	—	40	81	98
11314	Product Management MCP Server Claim Provides tools for managing a product catalog, including functions to list, add…	C 63 ⁵⁄₅	◉ ⏳	54	55	—	22	80	99
11315	Aerobic Design MCP Server ⚡ Claim An intelligent MCP server for the automated design and sizing of aerobic biolog…	C 63 ⁵⁄₅	◉ ⏳	84	26	—	30	81	85
11316	Remote MCP Server Authless Claim A tool for deploying authentication-free Model Context Protocol servers on Clou…	C 63 ⁵⁄₅	◉ ⏳	48	68	—	26	84	81
11317	resumejson-mcp ⚡ Claim 1 An MCP server for managing career experience data using the JSON Resume schema …	C 63 ⁵⁄₄	◉ ⏳	45	56	N/A	31	87	94
11318	MCP Tooling Lab ⚡ Claim 1 A Node.js-based MCP server that enables AI agents to generate embeddings, index…	C 63 ⁵⁄₅	◉ ⏳	48	56	—	27	82	100
11319	diskcleankit-mcp ⚡ Claim 1 MCP server for DiskCleanKit - One Touch Scan and Clean for Mac	C 63 ⁶⁄₄	◉ ⏳	75	61	0	52	95	97
11320	MCP Server Deployment Demo ⚡ Claim A demonstration MCP server that provides a simple addition tool for learning ho…	C 63 ⁵⁄₅	◉ ⏳	62	82	N/A	23	95	39
11321	github-chat-mcp ⚡ Claim 1 A Model Context Protocol (MCP) for analyzing and querying GitHub repositories u…	C 63 ⁵⁄₅	◉ ⏳	55	37	N/A	46	86	91
11322	morpheus-mcp ⚡ Claim 1 Provides plan state management and phase gate enforcement for AI development lo…	C 63 ⁵⁄₅	◉ ⏳	76	31	—	27	82	94
11323	MCP ⚡ Claim 2 Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…	C 63 ⁶⁄₆	◉ ⏳	94	65	0	49	82	84
11324	MCP Memory Tracker ⚡ Claim A Model Context Protocol (MCP) server that provides persistent memory capabilit…	C 63 ⁵⁄₄	◉ ⏳	62	30	N/A	23	95	100
11325	CalcsLive MCP Server ⚡ Claim 1 Enables AI agents to perform unit-aware engineering calculations with automatic…	C 63 ⁶⁄₆	◉ ⏳	90	65	0	55	80	89
11326	PBS MCP AI Enabled API Server ⚡ Claim 1 A standalone Model Context Protocol server that enables AI models to access the…	C 63 ⁶⁄₆	◉ ⏳	96	67	0	36	81	91
11327	Tencent Cloud COS MCP Server ⚡ Claim A server based on MCP protocol that allows large language models to directly ac…	C 63 ⁵⁄₅	◉ ⏳	66	100	—	33	81	20
11328	DataForSEO MCP Server ⚡ Claim 3 A Model Context Protocol server that enables Claude to interact with DataForSEO…	C 63 ⁵⁄₅	◉ ⏳	65	70	—	54	80	38
11329	Mistral OCR MCP Server ⚡ Claim 1 An MCP server that enables Claude to perform OCR on local files using Mistral A…	C 63 ⁵⁄₄	◉ ⏳	53	55	N/A	21	92	89
11330	Binance Bitcoin MCP Tool ⚡ Claim Provides an MCP server that allows large language models to access real-time an…	C 63 ⁵⁄₅	◉ ⏳	60	33	—	41	80	99
11331	searxng-mcp-server ⚡ Claim A TypeScript-based MCP server for SearXNG that allows users to create and summa…	C 63 ⁵⁄₄	◉ ⏳	54	30	N/A	43	92	96
11332	Africa's Talking Airtime MCP Claim Enables users to manage airtime transactions through the Africa's Talking API, …	C 63 ⁵⁄₅	◉ ⏳	60	31	—	49	80	99
11333	MCP Agent & Server Ecosystem Claim An autonomous agent ecosystem that leverages Groq for high-performance reasonin…	C 63 ⁴⁄₄	◉ ⏳	42	N/A	N/A	30	95	83
11334	Robot Framework MCP Server ⚡ Claim 2 A Model Context Protocol server that enables generating and managing Robot Fram…	C 63 ⁵⁄₅	◉ ⏳	45	82	N/A	45	95	44
11335	Dynamic Shell Command MCP Server Claim Enables secure execution of shell commands through a dynamic approval system th…	C 63 ⁵⁄₄	◉ ⏳	62	27	N/A	39	95	93
11336	Travel Planner MCP Server ⚡ Claim 1 Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…	C 63 ⁵⁄₅	◉ ⏳	68	33	—	27	83	100
11337	MMA MCP Server ⚡ Claim Enables users to search and query information about military service alternativ…	C 63 ⁵⁄₅	◉ ⏳	72	58	—	57	81	41
11338	X Tools for Claude MCP Claim A lightweight toolkit that enables Claude to search Twitter with natural langua…	C 63 ⁵⁄₅	◉ ⏳	88	82	—	19	81	23
11339	Lyngdorf MCP Server ⚡ Claim 1 Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…	C 63 ⁶⁄₆	◉ ⏳	90	77	0	31	81	94
11340	Seq MCP Server ⚡ Claim The Seq MCP Server enables interaction with Seq's API endpoints for logging and…	C 63 ⁵⁄₅	◉ ⏳	66	82	—	48	81	27
11341	EdgeOne Geolocation MCP Server Claim Enables AI models to access user geolocation data through EdgeOne Pages Functio…	C 63 ⁵⁄₅	◉ ⏳	66	27	—	39	81	100
11342	Elasticsearch MCP Server Claim 3 A Model Context Protocol server that enables LLMs to interact with Elasticsearc…	C 63 ⁵⁄₅	◉ ⏳	63	52	—	20	80	91
11343	KDD Conversacional (mcpDataAnalysis) Claim A conversational copilot that guides users through the Knowledge Discovery in D…	C 63 ⁵⁄₄	◉ ⏳	54	56	N/A	25	90	84
11344	Mi Note MCP Server Claim Enables interaction with Xiaomi Cloud Notes through MCP, allowing AI assistants…	C 63 ⁵⁄₅	◉ ⏳	60	56	—	21	81	87
11345	cointelegraph-mcp ⚡ Claim Providing real-time access to the latest news from Cointelegraph.	C 63 ⁵⁄₅	◉ ⏳	64	32	—	40	82	97
11346	Financial Stock Market MCP Server ⚡ Claim Provides tools for stock data retrieval, historical analysis, and market compar…	C 63 ⁵⁄₄	◉ ⏳	72	28	N/A	21	95	93
11347	arxiv-mcp-server ⚡ Claim 🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文，并生成微信公众号文章格式	C 63 ⁶⁄₄	◉ ⏳	84	67	0	44	95	88
11348	air-Q ⚡ Claim 1 MCP server for direct HTTP communication with air-Q air quality sensor devices	C 63 ⁶⁄₄	◉ ⏳	73	48	0	81	90	96
11349	STS2 AI Agent Claim Enables AI agents to play Slay the Spire 2 by exposing game state and actions t…	C 63 ⁵⁄₄	◉ ⏳	72	0	N/A	59	89	99
11350	mcpware ⚡ Claim Gateway MCP Server - Route MCP requests intelligently to multiple backend serve…	C 63 ⁵⁄₅	◉ ⏳	90	36	—	42	81	57

Showing 11301–11350 of 50103 servers

« Prev 1 … 225 226 227 228 229 … 1003 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops