MCP Scoreboard

58579

Discovered

→

29876

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6401	NeverBounce MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with NeverBounce API to validat…	B 72 ⁵⁄₅	◉ ⏳	77	68	—	21	81	100
6402	AWS FIS MCP Server ⚡ Claim 1 Enables interaction with AWS Fault Injection Service to create, manage, and exe…	B 72 ⁵⁄₅	◉ ⏳	54	82	—	42	82	98
6403	MCP Todoist Claim 1 A Model Context Protocol server implementation compatible with Todoist API, all…	B 72 ⁵⁄₅	◉ ⏳	63	70	—	51	81	95
6404	video-analyzer ⚡ Claim Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…	B 72 ⁵⁄₄	◉ ⏳	72	62	N/A	27	95	93
6405	mcp-server-simulator-ios-idb ⚡ Claim A Model Context Protocol (MCP) server that enables LLMs to interact with iOS si…	B 72 ⁵⁄₄	◉ ⏳	54	53	N/A	85	92	88
6406	OakVar MCP Server ⚡ Claim 1 Enables AI assistants to perform genomic variant analysis using OakVar, includi…	B 72 ⁵⁄₄	◉ ⏳	78	57	N/A	24	90	100
6407	janee ⚡ Claim Self-evolving MCP server that generates and improves its own tools at runtime. …	B 72 ⁵⁄₄	◉ ⏳	64	33	N/A	84	95	93
6408	project-context-mcp ⚡ Claim 1 Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…	B 72 ⁵⁄₄	◉ ⏳	64	38	N/A	71	92	100
6409	Accounting Practice MCP Server ⚡ Claim Automates comprehensive accounting workflows including bookkeeping, tax plannin…	B 72 ⁵⁄₄	◉ ⏳	80	55	N/A	21	95	96
6410	x402 MCP Server Claim Provides pay-per-use tools for AI agents like web screenshots and crypto intell…	B 72 ⁵⁄₅	◉ ⏳	60	72	—	48	81	95
6411	TalkToAnki ⚡ Claim 3 An MCP server that enables AI assistants to seamlessly manage Anki flashcards, …	B 72 ⁵⁄₅	◉ ⏳	49	82	N/A	48	92	86
6412	mcp-appstore ⚡ Claim 1 This is an MCP server that provides tools to LLMs for searching and analyzing a…	B 72 ⁵⁄₅	◉ ⏳	100	82	N/A	51	81	29
6413	gmail ⚡ Claim 1 Gmail MCP server — send, read, and search email. By Strider Labs.	B 72 ⁵⁄₄	◉ ⏳	78	66	N/A	32	74	100
6414	agentskin ⚡ Claim 2 The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…	B 72 ⁵⁄₄	◉ ⏳	84	67	N/A	37	68	94
6415	GitLab MCP Server ⚡ Claim Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pi…	B 72 ⁵⁄₅	◉ ⏳	88	51	—	40	82	90
6416	yfinance-mcp ⚡ Claim 1 An MCP server that uses yfinance to obtain information from Yahoo Finance.	B 72 ⁵⁄₅	◉ ⏳	63	63	—	63	82	92
6417	mcp-gitpro ⚡ Claim 1 A context-efficient GitHub MCP server designed for AI agents to manage reposito…	B 72 ⁵⁄₅	◉ ⏳	72	71	—	91	82	46
6418	WaniKani MCP Server ⚡ Claim A bridge that provides AI assistants with access to WaniKani user data and func…	B 72 ⁵⁄₅	◉ ⏳	86	91	N/A	25	95	41
6419	MCP Server for Oracle Claim Enables secure access to Oracle databases with fine-grained access control, sup…	B 72 ⁵⁄₅	◉ ⏳	78	58	—	45	81	90
6420	Payman AI MCP Server Claim A server that provides easy access to Payman AI's APIs, allowing users to creat…	B 72 ⁵⁄₅	◉ ⏳	76	67	—	23	81	100
6421	Xcode Diagnostics MCP Plugin Claim Connects to Xcode's build system to extract, parse, and display errors and warn…	B 72 ⁵⁄₄	◉ ⏳	96	30	N/A	37	87	99
6422	Zenn MCP Server ⚡ Claim 2 An unofficial Model Context Protocol server for Zenn that enables fetching arti…	B 72 ⁵⁄₅	◉ ⏳	72	100	N/A	41	94	39
6423	Nautex ⚡ Claim 1 Integrates Nautex AI's specification and planning tool with coding agents to ma…	B 72 ⁵⁄₄	◉ ⏳	51	72	—	50	92	97
6424	Microsoft 365 Bookings MCP Server Claim Enables interaction with Microsoft Bookings through the Microsoft Graph API to …	B 72 ⁵⁄₅	◉ ⏳	78	66	—	23	81	100
6425	Ask Question MCP App ⚡ Claim Provides an interactive user interface for asking questions with support for te…	B 72 ⁵⁄₄	◉ ⏳	74	60	N/A	29	90	98
6426	reddit-mcp ⚡ Claim 2 An MCP server that provides both read-only and authenticated access to Reddit c…	B 72 ⁵⁄₅	◉ ⏳	69	66	—	48	80	93
6427	apple-mail-mcp Claim MCP server giving AI assistants full access to Apple Mail - read, search, compo…	B 72 ⁵⁄₄	◉ ⏳	82	32	N/A	66	87	92
6428	rideshare-comparison-mcp ⚡ Claim Compare Uber and Lyft prices for any route in real-time with fare estimates, su…	B 72 ⁵⁄₅	◉ ⏳	90	61	—	24	81	92
6429	News Analysis Agent MCP Server ⚡ Claim Provides tools for fetching real-time news and performing AI-powered sentiment …	B 72 ⁵⁄₅	◉ ⏳	90	60	—	21	81	93
6430	Notes MCP Server ⚡ Claim A simple server for saving, listing, and searching notes persisted to a local J…	B 72 ⁴⁄₄	◉ ⏳	54	N/A	N/A	35	95	100
6431	DevContainer MCP Server Claim Enables AI-powered creation, configuration, and management of DevContainer envi…	B 72 ⁵⁄₄	◉ ⏳	78	50	N/A	39	95	89
6432	Proof of Invention ⚡ Claim Proof of Invention	B 72 ⁵⁄₅	◉ ⏳	78	67	—	41	81	86
6433	FastMCP Demo ⚡ Claim A demonstration TypeScript MCP server that showcases basic MCP concepts with si…	B 72 ⁵⁄₅	◉ ⏳	84	83	N/A	28	95	51
6434	Flight and Stay Search Server Claim Provide comprehensive flight and accommodation search capabilities using the Du…	B 72 ⁵⁄₄	◉ ⏳	88	66	N/A	27	90	73
6435	GPT-MCP Bridge ⚡ Claim Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …	B 72 ⁵⁄₅	◉ ⏳	72	73	—	27	81	97
6436	CODING DevOps MCP Server Claim 2 Implements Model Context Protocol (MCP) to enable interaction with CODING DevOp…	B 72 ⁵⁄₅	◉ ⏳	80	68	—	43	80	82
6437	Hi-AI ⚡ Claim 1 A simple AI development tool that helps users interact with AI through natural …	B 72 ⁵⁄₅	◉ ⏳	72	91	—	73	81	40
6438	AgentOps MCP ⚡ Claim 1 The AgentOps MCP server provides access to observability and tracing data for d…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	28	80	95
6439	MCP Dungeon Game ⚡ Claim An idle dungeon crawler game playable through conversation, featuring equipment…	B 72 ⁵⁄₅	◉ ⏳	72	100	N/A	45	95	36
6440	Web Viewer MCP Server ⚡ Claim 1 Allows AI agents to control and interact with VS Code webviews by providing too…	B 72 ⁵⁄₄	◉ ⏳	78	56	N/A	27	90	100
6441	SSH MCP Server ⚡ Claim Enables SSH operations including connecting to remote servers, executing comman…	B 72 ⁵⁄₅	◉ ⏳	84	100	—	33	81	43
6442	siglent-sds-mcp ⚡ Claim 1 An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…	B 72 ⁵⁄₅	◉ ⏳	53	100	N/A	57	95	50
6443	Perplexity MCP Server ⚡ Claim 1 Facilitates web search capabilities using Perplexity's API, allowing users to r…	B 72 ⁵⁄₅	◉ ⏳	94	41	—	40	81	94
6444	onchain-mcp Claim Bankless Onchain API to interact with smart contracts, query transaction and to…	B 72 ⁵⁄₅	◉ ⏳	80	60	—	37	82	92
6445	Keyboard Shortcuts MCP Server ⚡ Claim Enables intelligent querying of keyboard shortcuts for various operating system…	B 72 ⁵⁄₅	◉ ⏳	84	56	—	33	82	94
6446	Etherscan MCP Tool ⚡ Claim 1 A tool that enables users to interact with blockchain data to retrieve token to…	B 72 ⁵⁄₅	◉ ⏳	78	63	—	39	76	94
6447	OpenAI Assistant MCP Server ⚡ Claim Enables interaction with OpenAI's Chat Completion and Assistants APIs, supporti…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	24	81	99
6448	Dify MCP Server ⚡ Claim 1 A server implementation that enables integration of Dify workflows with Model C…	B 72 ⁵⁄₅	◉ ⏳	96	55	—	20	78	97
6449	Agentic Bits Claude Plugin ⚡ Claim Adds a live git branch status bar to the Claude footer for tracking multiple ac…	B 72 ⁵⁄₄	◉ ⏳	66	57	N/A	44	92	100
6450	Remote MCP Server with GitHub OAuth ⚡ Claim A Cloudflare Workers-deployed MCP server that provides secure remote access to …	B 72 ⁵⁄₅	◉ ⏳	78	68	—	26	81	95

Showing 6401–6450 of 58579 servers

« Prev 1 … 127 128 129 130 131 … 1172 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops