MCP Scoreboard

67181

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 23 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
2051	NanoBananaPro Claim Use Nano Banana Pro to generate image from text prompt and edit image	B 78 ⁵⁄₄	◉ ⏳	90	46	N/A	58	95	95
2052	DocsScraper Claim Scrape documentation for libraries and API's	B 78 ⁵⁄₄	◉ ⏳	96	71	N/A	21	95	91
2053	Jupiter Broadcasting Podcast Data MCP S… ⚡ Claim Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…	B 78 ⁵⁄₅	◉ ⏳	76	82	—	43	81	98
2054	Tesla MCP Server ⚡ Claim Enables control and monitoring of Tesla vehicles through the Tessie API, provid…	B 78 ⁵⁄₅	◉ ⏳	96	71	—	29	81	97
2055	FRED Economic MCP Server ⚡ Claim Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…	B 78 ⁵⁄₅	◉ ⏳	100	70	—	37	81	90
2056	Tilt MCP Server ⚡ Claim Enables AI assistants to interact with Tilt development workflows, including mo…	B 78 ⁵⁄₅	◉ ⏳	96	60	—	42	81	99
2057	mcp-cache-tools ⚡ Claim Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…	B 78 ⁴⁄₄	◉ ⏳	76	—	—	40	95	91
2058	ZigBee2MQTT MCP Server ⚡ Claim Enables AI assistants to discover, monitor, and control ZigBee smart home devic…	B 78 ⁵⁄₅	◉ ⏳	90	67	—	42	81	99
2059	Gravatar MCP Server ⚡ Claim Provides official access to Gravatar profiles, avatars, and AI-inferred interes…	B 78 ⁵⁄₅	◉ ⏳	62	100	—	57	81	84
2060	TikTok MCP ⚡ Claim Integrates TikTok video analysis into Claude AI via TikNeuron, enabling users t…	B 78 ⁵⁄₅	◉ ⏳	90	67	—	56	81	92
2061	Agent MCP Gateway ⚡ Claim On-demand tool discovery for all your MCPs and per-subagent MCP controls to pre…	B 78 ⁵⁄₄	◉ ⏳	94	63	N/A	75	95	59
2062	preflight ⚡ Claim 24-tool MCP server for Claude Code that catches vague prompts before they waste…	B 78 ⁵⁄₄	◉ ⏳	76	56	N/A	83	89	92
2063	MCP Etherscan Server Claim 1 Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …	B 78 ⁵⁄₅	◉ ⏳	94	62	—	43	82	100
2064	X Archive Daemon Claim Archives posts from X into a local SQLite database and provides tools for seman…	B 78 ⁵⁄₄	◉ ⏳	90	63	N/A	30	95	99
2065	claude-skills-mcp ⚡ Claim Intelligent search capabilities to let every model and client use [Claude Agent…	B 78 ⁵⁄₅	◉ ⏳	94	58	—	64	80	92
2066	AI Humanizer MCP Server ⚡ Claim Detects AI-generated content and transforms robotic text into natural, human-li…	B 78 ⁵⁄₄	◉ ⏳	94	58	N/A	46	95	85
2067	io.github.svnscha/mcp-windbg ⚡ Claim 1 Bridges AI models with WinDbg for crash dump analysis and remote debugging.	B 78 ⁵⁄₄	◉ ⏳	71	61	N/A	97	80	92
2068	VulneraMCP ⚡ Claim AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…	B 78 ⁵⁄₅	◉ ⏳	100	58	—	51	81	90
2069	DateTime MCP Server ⚡ Claim A simple MCP server that provides accurate date and time information to Claude …	B 78 ⁵⁄₅	◉ ⏳	72	100	—	22	81	100
2070	@sanderkooger/mcp-server-ragdocs ⚡ Claim 1 An MCP server implementation that provides tools for retrieving and processing …	B 78 ⁵⁄₅	◉ ⏳	79	63	—	79	78	96
2071	MCP MyZ Search ⚡ Claim Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…	B 78 ⁵⁄₄	◉ ⏳	78	75	N/A	45	95	91
2072	mcp_server_filesystem ⚡ Claim MCP File System Server: A secure Model Context Protocol server that provides fi…	B 78 ⁵⁄₄	◉ ⏳	84	41	N/A	71	95	99
2073	Snowflake MCP Server (Read-Only) Claim Enables read-only interaction with Snowflake databases through SQL queries, sch…	B 78 ⁵⁄₅	◉ ⏳	84	66	—	55	81	99
2074	UE5 MCP Server ⚡ Claim 1 Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…	B 78 ⁵⁄₅	◉ ⏳	71	87	N/A	26	95	100
2075	Auto Favicon MCP Server ⚡ Claim Automatically generates complete favicon sets from PNG images or URLs, creating…	B 78 ⁵⁄₅	◉ ⏳	72	82	N/A	43	95	91
2076	SVGR MCP Server Claim 1 Converts SVG content into React components with configurable options including …	B 78 ⁵⁄₅	◉ ⏳	78	100	N/A	57	95	48
2077	rednote-mcp Claim	B 78 ⁵⁄₄	◉ ⏳	76	72	N/A	47	95	91
2078	Payload CMS MCP Server Claim Enables AI assistants to interact with Payload CMS instances through authentica…	B 78 ⁵⁄₅	◉ ⏳	96	68	—	43	81	90
2079	notion_mcp ⚡ Claim 1 Integrates with Notion's API to manage personal todo lists	B 78 ⁵⁄₅	◉ ⏳	94	66	—	42	80	100
2080	Vale MCP Server Claim Integrates Vale prose linting into AI coding assistants, enabling users to chec…	B 78 ⁵⁄₅	◉ ⏳	72	75	N/A	46	95	96
2081	mcp-server-moltmark Claim 1 Manages agent certification by tracking trust scores, capabilities, and test re…	B 78 ⁵⁄₅	◉ ⏳	90	62	—	47	82	100
2082	MCPOSprint ⚡ Claim 1 An MCP server that enables users to print markdown tasklists, Notion tasks with…	B 78 ⁵⁄₅	◉ ⏳	69	82	N/A	50	90	93
2083	phloem Claim Local-first AI memory with causal graphs. Fully offline, zero config, your data…	B 78 ⁵⁄₄	◉ ⏳	100	27	N/A	78	94	92
2084	Strudel MCP Server ⚡ Claim 2 Enables AI-powered music generation and live coding by providing direct control…	B 78 ⁵⁄₅	◉ ⏳	96	57	N/A	84	95	55
2085	MCP Accessibility Bridge ⚡ Claim 1 Connects Claude to a live Chrome browser's accessibility tree to generate stabl…	B 78 ⁵⁄₄	◉ ⏳	88	63	N/A	61	92	78
2086	OmniFocus-MCP ⚡ Claim 1 Let LLMs interface with your tasks and projects through the Model Context Proto…	B 78 ⁵⁄₅	◉ ⏳	88	100	N/A	42	90	52
2087	lucid-mcp Claim AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…	B 78 ⁵⁄₄	◉ ⏳	76	61	N/A	59	92	98
2088	Travel MCP Server ⚡ Claim A comprehensive travel aggregation server that enables AI assistants to search …	B 78 ⁵⁄₅	◉ ⏳	100	52	—	53	81	97
2089	Waygate MCP ⚡ Claim A security-hardened, containerized MCP server framework that provides superior …	B 78 ⁵⁄₅	◉ ⏳	90	66	—	55	81	92
2090	Deep Research MCP Server ⚡ Claim Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…	B 78 ⁵⁄₅	◉ ⏳	84	73	—	55	81	90
2091	mcp-server-taiwan-weather ⚡ Claim 用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server	B 78 ⁵⁄₄	◉ ⏳	72	72	N/A	72	83	94
2092	octodet-elasticsearch-mcp ⚡ Claim Read/write Elasticsearch mcp server with many tools	B 78 ⁵⁄₅	◉ ⏳	78	73	—	66	76	95
2093	mcp-server-12306 ⚡ Claim 1 An MCP server that provides 12306 ticket query	B 78 ⁵⁄₅	◉ ⏳	69	91	N/A	57	95	74
2094	Neo4j Agent Memory MCP Server ⚡ Claim 1 Enables AI agents to store, retrieve, and connect information in a Neo4j graph …	B 78 ⁵⁄₅	◉ ⏳	94	58	—	56	82	91
2095	Browserbase MCP Server ⚡ Claim Enables cloud browser automation using Browserbase and Stagehand to interact wi…	B 78 ⁵⁄₅	◉ ⏳	90	71	—	45	81	91
2096	MCP Gitlab ⚡ Claim Secure MCP server for GitLab projects, merge requests, issues, and pipelines	B 78 ⁵⁄₅	◉ ⏳	66	82	N/A	51	95	94
2097	Adobe Experience League MCP Server Claim Enables AI assistants to search and fetch documentation content from Adobe Expe…	B 78 ⁵⁄₄	◉ ⏳	94	68	N/A	24	95	94
2098	splunk-mcp ⚡ Claim A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…	B 78 ⁵⁄₅	◉ ⏳	90	63	—	55	80	98
2099	Up Banking MCP Server ⚡ Claim Enables integration with Up Banking API to query account balances, transaction …	B 78 ⁵⁄₅	◉ ⏳	90	65	—	44	81	100
2100	vscode-demo-time Claim Enables AI assistants to interact with Demo Time and helps build presentations …	B 78 ⁵⁄₄	◉ ⏳	72	65	N/A	74	90	92

Showing 2051–2100 of 67181 servers

« Prev 1 … 40 41 42 43 44 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops