MCP Scoreboard

67197

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6551	JXLS Excel Template Generator ⚡ Claim A Model Context Protocol (MCP) server that generates Excel templates conforming…	B 72 ⁵⁄₅	◉ ⏳	84	65	—	43	81	76
6552	Sherlock MCP Server ⚡ Claim Provides access to the Covertlabs infostealer intelligence platform to search f…	B 72 ⁵⁄₅	◉ ⏳	84	46	—	44	81	97
6553	Hookmark MCP Server ⚡ Claim Provides full access to Hookmark on macOS, enabling users to create and manage …	B 72 ⁵⁄₄	◉ ⏳	66	58	N/A	50	89	93
6554	GASSAPI MCP Server ⚡ Claim Enables AI assistants to manage API endpoints, environments, and testing workfl…	B 72 ⁵⁄₅	◉ ⏳	78	63	—	29	81	97
6555	Website Builder MCP Server ⚡ Claim 2 An MCP server for automated website generation that transforms Excel spreadshee…	B 72 ⁵⁄₄	◉ ⏳	73	61	N/A	47	88	88
6556	Electron MCP Server ⚡ Claim 1 A Model Context Protocol server that provides comprehensive Electron applicatio…	B 72 ⁵⁄₄	◉ ⏳	57	65	N/A	49	95	93
6557	mcp-lancedb ⚡ Claim 1 A Model Context Protocol (MCP) server that enables LLMs to interact directly th…	B 72 ⁵⁄₄	◉ ⏳	72	55	N/A	44	90	92
6558	Verblaze MCP Server ⚡ Claim Connects AI tools to Verblaze localization projects, enabling management of tra…	B 71 ⁵⁄₅	◉ ⏳	72	71	—	23	82	95
6559	MCP FFmpeg Video Processor Claim A Node.js server that enables video manipulation through natural language reque…	B 71 ⁵⁄₄	◉ ⏳	54	68	N/A	34	95	100
6560	Django MCP Server ⚡ Claim Enables LLM assistants to explore Django project structure through read-only re…	B 71 ⁵⁄₅	◉ ⏳	78	40	—	72	81	89
6561	UseKeen Documentation MCP Server ⚡ Claim Enables AI assistants to search documentation of packages and services to find …	B 71 ⁵⁄₅	◉ ⏳	84	66	—	18	81	91
6562	Weather MCP ⚡ Claim A service that provides real-time weather data, forecasts, and alerts for US lo…	B 71 ⁵⁄₅	◉ ⏳	68	58	—	43	83	100
6563	Oracle MCP Server ⚡ Claim 1 Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …	B 71 ⁵⁄₄	◉ ⏳	90	52	N/A	25	82	91
6564	Stock Market Real-Time Analyzer ⚡ Claim 2 An MCP server that provides real-time stock market data and price comparisons f…	B 71 ⁵⁄₅	◉ ⏳	79	56	—	27	82	100
6565	MCP Server Boilerplate Claim A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…	B 71 ⁵⁄₅	◉ ⏳	68	70	—	26	81	100
6566	mcp_creator_growth ⚡ Claim Intelligent learning sidecar for AI coding assistants. Helps developers learn f…	B 71 ⁵⁄₄	◉ ⏳	60	57	N/A	60	92	85
6567	Quake Coding Arena MCP Claim Gamifies your development environment with authentic Quake 3 Arena achievement …	B 71 ⁵⁄₅	◉ ⏳	78	67	—	34	81	87
6568	Craft MCP Server ⚡ Claim 1 A lightweight MCP server providing read access to craft.io workspaces and items…	B 71 ⁵⁄₅	◉ ⏳	78	60	—	29	82	98
6569	shadcn MCP Server ⚡ Claim Enables AI assistants to discover, install, and generate code examples for shad…	B 71 ⁵⁄₅	◉ ⏳	78	52	—	39	81	100
6570	@kazuph/mcp-gmail-gas Claim 2 Model Context Protocol server for Gmail integration. This allows Claude Desktop…	B 71 ⁵⁄₅	◉ ⏳	72	72	—	39	78	87
6571	Shell MCP Server ⚡ Claim A secure server that enables AI applications to execute shell commands in speci…	B 71 ⁵⁄₅	◉ ⏳	94	36	—	43	81	92
6572	Celery MCP Claim Enables interaction with Celery distributed task queues through MCP tools. Supp…	B 71 ⁵⁄₅	◉ ⏳	54	82	—	42	81	92
6573	Google Search MCP Server ⚡ Claim 1 Enables comprehensive web and news searches via the Google Custom Search API wi…	B 71 ⁵⁄₅	◉ ⏳	66	65	—	50	80	91
6574	raindrop-mcp ⚡ Claim 1 Raindrop MCP Server	B 71 ⁵⁄₅	◉ ⏳	69	43	N/A	75	81	92
6575	Token-Efficient MCP Server Claim 1 Provides sandboxed code execution and data processing for CSVs and logs to achi…	B 71 ⁵⁄₄	◉ ⏳	78	61	N/A	32	82	92
6576	Simple Memory Extension MCP Server Claim 1 An MCP server that extends AI agents' context window by providing tools to stor…	B 71 ⁵⁄₅	◉ ⏳	63	71	—	44	81	92
6577	K8s Doctor MCP ⚡ Claim 1 AI-powered Kubernetes diagnostics that analyzes pod crashes, logs, and cluster …	B 71 ⁵⁄₅	◉ ⏳	66	61	—	49	82	96
6578	Dynamic Excel MCP Server ⚡ Claim Enables LLMs to automatically generate Excel files with custom structures, adva…	B 71 ⁵⁄₅	◉ ⏳	80	71	—	27	81	83
6579	YouTube Transcript MCP Server ⚡ Claim 1 Enables extraction and processing of YouTube video transcripts from individual …	B 71 ⁵⁄₅	◉ ⏳	78	58	—	26	82	100
6580	Word MCP Claim Enables programmatic generation of Microsoft Word documents (.docx) from AI-gen…	B 71 ⁵⁄₄	◉ ⏳	70	63	N/A	27	95	90
6581	MCP SQL Server ⚡ Claim 1 An MCP server for Microsoft SQL Server integration that enables users to query,…	B 71 ⁵⁄₅	◉ ⏳	69	61	—	50	80	91
6582	MySQL MCP Server ⚡ Claim 1 Enables AI assistants to securely interact with MySQL databases for schema disc…	B 71 ⁵⁄₅	◉ ⏳	90	56	—	23	76	94
6583	MUI MCP Server Claim Provides real-time access to Material-UI component documentation, enabling user…	B 71 ⁵⁄₅	◉ ⏳	78	91	—	29	81	61
6584	Xero Expenses MCP Claim Enables interaction with Xero accounting software to create and manage invoices…	B 71 ⁵⁄₅	◉ ⏳	94	38	—	47	81	88
6585	MCP Pyrefly Autotype Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to analyze Python co…	B 71 ⁵⁄₅	◉ ⏳	75	58	—	41	81	93
6586	Metasploit MCP Server Claim Provides a bridge between large language models and the Metasploit Framework, e…	B 71 ⁵⁄₅	◉ ⏳	86	43	—	50	81	90
6587	Puppeteer Swarm MCP ⚡ Claim 1 Enables browser automation with concurrent tab pool management using Puppeteer.…	B 71 ⁵⁄₅	◉ ⏳	78	100	N/A	54	95	13
6588	Swift Test MCP Server ⚡ Claim Enables running Swift package tests through the swift test command in specified…	B 71 ⁵⁄₄	◉ ⏳	66	60	N/A	39	95	91
6589	mcp-server-dns ⚡ Claim 1 DNS lookups, reverse DNS, WHOIS, and domain availability checks. Zero auth, zer…	B 71 ⁵⁄₅	◉ ⏳	51	100	N/A	55	95	46
6590	slack-mcp Claim Read-only MCP server for Slack with OAuth 2.1 authentication, enabling message …	B 71 ⁵⁄₄	◉ ⏳	78	45	N/A	43	90	92
6591	Discord MCP Server ⚡ Claim Enables direct interaction with Discord servers to send messages, read channel …	B 71 ⁵⁄₅	◉ ⏳	72	72	—	27	80	95
6592	GitLab MCP Server Claim 1 An MCP server for the GitLab API that enables comprehensive project management,…	B 71 ⁵⁄₅	◉ ⏳	63	71	—	43	81	93
6593	Twitch-MCP-Smithery ⚡ Claim A comprehensive Twitch MCP (Model Context Protocol) server providing chat moder…	B 71 ⁵⁄₅	◉ ⏳	70	73	—	22	81	97
6594	winsight ⚡ Claim Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.	B 71 ⁵⁄₄	◉ ⏳	66	32	N/A	69	95	100
6595	MCP OpenClaw ⚡ Claim 2 An MCP server that integrates with the OpenClaw API to enable AI assistants to …	B 71 ⁵⁄₅	◉ ⏳	69	55	—	64	76	92
6596	Gmail AutoAuth MCP Server Claim 1 Enables AI assistants to manage Gmail through natural language, supporting oper…	B 71 ⁵⁄₅	◉ ⏳	66	71	—	40	76	99
6597	vectara-mcp ⚡ Claim 1 An MCP server for accessing Vectara's trusted RAG-as-a-service platform.	B 71 ⁵⁄₅	◉ ⏳	65	46	—	68	82	97
6598	Weather Info MCP Server ⚡ Claim Provides weather information through MCP tools integrated with a FastAPI backen…	B 71 ⁵⁄₄	◉ ⏳	78	56	N/A	19	95	95
6599	Github Project Manager ⚡ Claim Allow to manage Issues and Project on Github	B 71 ⁵⁄₅	◉ ⏳	72	72	—	37	76	88
6600	flomo-mcp Claim A simple notes system that allows creating, storing, and accessing text notes t…	B 71 ⁵⁄₄	◉ ⏳	78	47	N/A	25	95	100

Showing 6551–6600 of 67197 servers

« Prev 1 … 130 131 132 133 134 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops