MCP Scoreboard

66484

Discovered

→

31817

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 5 hours, 33 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
10051	Enhanced Miyabi MCP Server Claim Automatically analyzes and dispatches user tasks to appropriate handlers, suppo…	C 66 ⁵⁄₅	◉ ⏳	72	100	N/A	25	95	17
10052	piston-mcp ⚡ Claim MCP server that lets LLMs execute code through the Piston remote code execution…	C 66 ⁵⁄₅	◉ ⏳	70	27	—	53	81	100
10053	Realty In Ca1 MCP Server ⚡ Claim Enables users to access the Realty In Ca1 API to search for residential and com…	C 66 ⁵⁄₅	◉ ⏳	56	100	—	45	81	38
10054	Vision MCP ⚡ Claim Enables image analysis and understanding using Vision Language Models through O…	C 66 ⁵⁄₅	◉ ⏳	66	46	—	45	81	91
10055	Nager MCP Server ⚡ Claim Provides access to the Nager.Date Public Holiday API for querying global holida…	C 66 ⁵⁄₄	◉ ⏳	68	43	N/A	27	90	96
10056	Untappd MCP Server Claim 1 A Model Context Protocol server that allows Claude to query the Untappd beer da…	C 66 ⁵⁄₄	◉ ⏳	71	33	N/A	47	95	83
10057	EdgeOne Pages MCP Server Claim A self-hosted MCP server that enables AI assistants to deploy and manage static…	C 66 ⁵⁄₅	◉ ⏳	70	58	—	20	81	91
10058	brain-mcp ⚡ Claim 1 An MCP server for managing Obsidian-style note vaults, providing tools for full…	C 66 ⁵⁄₄	◉ ⏳	53	62	N/A	30	90	90
10059	Tencent RTC MCP Server ⚡ Claim The Tencent RTC MCP Server provides real-time communication capabilities such a…	C 66 ⁵⁄₅	◉ ⏳	60	100	—	22	81	54
10060	Nextcloud Cookbook MCP Server ⚡ Claim 1 Integrates with the Nextcloud Cookbook app API to enable AI assistants to manag…	C 66 ⁵⁄₅	◉ ⏳	78	32	—	39	76	99
10061	jons-mcp-java ⚡ Claim Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …	C 66 ⁵⁄₄	◉ ⏳	72	33	N/A	24	94	97
10062	Security-Use MCP Server ⚡ Claim 1 Enables AI assistants to scan project dependencies and Infrastructure as Code f…	C 66 ⁵⁄₅	◉ ⏳	84	31	—	29	76	100
10063	Droit Français MCP ⚡ Claim Provides access to official French legal databases (Légifrance and JudiLibre) f…	C 66 ⁵⁄₅	◉ ⏳	66	46	—	46	81	88
10064	MCP Desktop Tools ⚡ Claim 1 An MCP server that provides Claude with comprehensive desktop automation capabi…	C 66 ⁵⁄₅	◉ ⏳	45	100	N/A	27	95	52
10065	HiveAuth MCP Server ⚡ Claim 1 A Model Context Protocol (MCP) server that enables LLM applications to perform …	C 66 ⁵⁄₅	◉ ⏳	78	82	N/A	28	89	37
10066	mcp-evals ⚡ Claim A Node.js package and GitHub Action for evaluating MCP (Model Context Protocol)…	C 66 ⁶⁄₄	◉ ⏳	96	56	0	66	95	86
10067	AutoDocs MCP Server ⚡ Claim Automatically provides AI assistants with contextual, version-specific document…	C 66 ⁵⁄₅	◉ ⏳	36	65	—	56	81	97
10068	XFOIL MCP Server ⚡ Claim Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…	C 66 ⁵⁄₅	◉ ⏳	48	70	N/A	49	95	67
10069	Example MCP Server ⚡ Claim A minimal Node.js Model Context Protocol server that exposes two simple tools (…	C 66 ⁵⁄₅	◉ ⏳	60	82	N/A	23	95	59
10070	zk-mcp ⚡ Claim 1 An MCP server that integrates the zk note-taking system with LLMs, enabling use…	C 66 ⁵⁄₄	◉ ⏳	45	62	N/A	45	90	88
10071	AutoMac MCP ⚡ Claim An experimental MCP server providing full control over the macOS user interface…	C 66 ⁵⁄₄	◉ ⏳	72	28	N/A	42	89	99
10072	CryptoSignals ⚡ Claim Real-time crypto volume anomaly detection across 50+ tokens for whale signals	C 66 ⁵⁄₄	◉ ⏳	60	30	N/A	46	95	99
10073	MCP Blogger Posting Server Claim Enables LLMs to automate Google Blogger content management by providing tools f…	C 66 ⁵⁄₅	◉ ⏳	72	71	—	30	80	65
10074	Facebook Ads Library MCP Server Claim 1 Enables searching and analyzing Facebook's public ads library for any brand, in…	C 66 ⁵⁄₅	◉ ⏳	57	53	N/A	49	82	91
10075	Xiaohongshu (Little Red Book) MCP Server ⚡ Claim A server that allows interfacing with the Chinese social media platform Xiaohon…	C 66 ⁵⁄₄	◉ ⏳	62	43	N/A	38	95	88
10076	Weather MCP Server Claim 1 Provides weather forecasts and alerts for US locations using the National Weath…	C 66 ⁵⁄₅	◉ ⏳	70	100	—	24	81	36
10077	Channel Talk MCP Server ⚡ Claim An unofficial MCP server that integrates with the Channel Talk Open API to allo…	C 66 ⁵⁄₅	◉ ⏳	56	67	—	31	80	88
10078	Strava MCP Server ⚡ Claim Enables AI agents to interact with the Strava API to retrieve athlete statistic…	C 66 ⁵⁄₅	◉ ⏳	76	41	—	30	76	98
10079	Jira Cloud ⚡ Claim 1 MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…	C 66 ⁵⁄₄	◉ ⏳	85	20	N/A	55	83	84
10080	MCP Vibe Coding Knowledge Graph ⚡ Claim A comprehensive Model Context Protocol server that integrates Vibe Coding metho…	C 66 ⁵⁄₅	◉ ⏳	90	31	—	24	81	90
10081	Crawl4AI+SearXNG MCP Server Claim Enables AI agents to search the web, crawl websites, and perform intelligent RA…	C 66 ⁵⁄₅	◉ ⏳	88	27	—	42	81	84
10082	GitHub Action Trigger MCP Server Claim 1 A Model Context Protocol server that enables integration with GitHub Actions, a…	C 66 ⁵⁄₅	◉ ⏳	63	100	—	23	81	44
10083	Gmail MCP Server Claim Enables sending emails through Gmail using your Gmail credentials. Provides a s…	C 66 ⁵⁄₅	◉ ⏳	66	100	—	25	81	43
10084	Example MCP Server ⚡ Claim A Node.js and TypeScript implementation that provides system information and he…	C 66 ⁵⁄₄	◉ ⏳	78	33	N/A	24	90	96
10085	bbkt Claim Bitbucket Cloud CLI and MCP server. Manages workspaces, repos, PRs, pipelines, …	C 66 ⁵⁄₅	◉ ⏳	72	63	—	73	76	46
10086	Windows-MCP Claim 1 An MCP server designed for managing files and folders specifically on the Windo…	C 66 ⁵⁄₄	◉ ⏳	49	56	N/A	53	90	83
10087	pinkpixel-dev-web-scout-mcp ⚡ Claim Search the web and extract clean, readable text from webpages. Process multiple…	C 66 ⁶⁄₆	◉ ⏳	88	65	0	70	80	95
10088	Run402 ⚡ Claim 1 x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, sto…	C 66 ⁵⁄₅	◉ ⏳	72	58	—	71	80	49
10089	Garmin MCP Server Claim Enables ChatGPT to access and analyze personal Garmin health data including dai…	C 66 ⁵⁄₅	◉ ⏳	78	41	—	24	81	97
10090	Browser MCP ⚡ Claim Automate your browser with AI using a Chrome extension and MCP server, enabling…	C 66 ⁵⁄₄	◉ ⏳	68	26	N/A	45	95	96
10091	android-source-explorer-mcp ⚡ Claim MCP server for exploring AOSP internals and Jetpack libraries	C 66 ⁵⁄₄	◉ ⏳	66	33	N/A	48	92	92
10092	hello-mcp ⚡ Claim A minimal learning-focused MCP server that demonstrates core primitives like to…	C 66 ⁵⁄₅	◉ ⏳	60	52	—	35	82	96
10093	NASA MCP Server ⚡ Claim 1 Provides standardized access to 20+ NASA data sources including astronomy pictu…	C 66 ⁵⁄₅	◉ ⏳	62	83	—	55	81	40
10094	Desmos MCP Server ⚡ Claim Enables mathematical formula visualization and analysis through interactive plo…	C 66 ⁵⁄₅	◉ ⏳	54	82	N/A	49	95	46
10095	Mythic MCP ⚡ Claim A demonstration server that allows large language models to perform penetration…	C 66 ⁵⁄₄	◉ ⏳	80	30	N/A	27	95	88
10096	DaVinci Resolve MCP Server Claim Allows AI assistants like Claude to directly interact with and control DaVinci …	C 66 ⁵⁄₄	◉ ⏳	72	31	N/A	49	77	100
10097	Claude Conversation Memory System ⚡ Claim 1 An MCP server that provides searchable local storage for Claude conversation hi…	C 66 ⁵⁄₄	◉ ⏳	55	36	N/A	56	91	96
10098	MCP Research Server ⚡ Claim 1 A Model Context Protocol server that provides tools for searching arXiv papers …	C 66 ⁵⁄₅	◉ ⏳	73	55	—	24	81	85
10099	MCP AI Bridge ⚡ Claim 1 A secure Model Context Protocol server that enables Claude Code to connect with…	C 66 ⁵⁄₅	◉ ⏳	78	62	—	46	81	54
10100	kkjdaniel-bgg-mcp Claim BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…	C 66 ⁶⁄₆	◉ ⏳	94	66	0	74	70	100

Showing 10051–10100 of 66484 servers

« Prev 1 … 200 201 202 203 204 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops