MCP Scoreboard

66402

Discovered

→

31753

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 51 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
◉ Complete Scores
2251	Freshservice MCP server ⚡ Claim Freshservice MCP server	B 78 ⁵⁄₅	◉ ⏳	88	71	—	47	81	94
2252	Teleprompter ⚡ Claim Enables storage and reuse of prompt templates with variable substitution for LL…	B 78 ⁵⁄₄	◉ ⏳	82	58	N/A	59	95	93
2253	USCardForum MCP Server Claim Enables interaction with USCardForum, a Discourse-based community for US credit…	B 78 ⁵⁄₅	◉ ⏳	72	100	—	29	81	97
2254	cortexgraph ⚡ Claim 1 Temporal memory system for AI assistants with human-like forgetting curves. All…	B 78 ⁵⁄₅	◉ ⏳	62	82	N/A	65	95	86	HT
2255	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
2256	SCP Local MCP Server ⚡ Claim 1 Enables secure access to customer e-commerce data (orders, loyalty points, offe…	B 78 ⁵⁄₅	◉ ⏳	78	100	N/A	43	95	60
2257	vercel Claim 2 MCP server for Vercel — manage deployments and view build and runtime applicati…	B 78 ⁵⁄₄	◉ ⏳	86	72	N/A	76	69	88
2258	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
2259	mcp-server-antv ⚡ Claim 1 🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…	B 78 ⁵⁄₄	◉ ⏳	75	65	N/A	68	95	88
2260	Advanced PocketBase MCP Server ⚡ Claim A comprehensive server that enables sophisticated interactions with PocketBase …	B 78 ⁵⁄₅	◉ ⏳	92	68	—	65	76	85
2261	fivetran-mcp ⚡ Claim 1 MCP server for Fivetran API - manage syncs, check status, and control data pipe…	B 78 ⁵⁄₅	◉ ⏳	67	82	N/A	63	77	100
2262	mobile-mcp ⚡ Claim A Model Context Protocol (MCP) server that provides mobile automation capabilit…	B 78 ⁵⁄₄	◉ ⏳	66	66	N/A	63	95	99
2263	optics-mcp ⚡ Claim 1 MCP Server for Optics Design System documentation and token usage.	B 78 ⁵⁄₄	◉ ⏳	71	52	N/A	77	95	98
2264	MCP Xcode ⚡ Claim Enables AI assistants to build, test, run, and manage Apple platform projects (…	B 78 ⁵⁄₄	◉ ⏳	78	61	N/A	57	95	94
2265	codelogic-mcp-server ⚡ Claim 2 An MCP Server to utilize Codelogic's rich software dependency data in your AI p…	B 78 ⁵⁄₄	◉ ⏳	81	63	N/A	82	81	87
2266	THORChain MCP Server ⚡ Claim 1 Enables AI assistants to query THORChain blockchain data including transactions…	B 78 ⁵⁄₅	◉ ⏳	74	100	—	47	81	76
2267	unblu ⚡ Claim Token-efficient MCP server for 300+ Unblu API endpoints	B 78 ⁵⁄₄	◉ ⏳	80	63	N/A	85	78	86
2268	U301 URL Shortener MCP Server ⚡ Claim U301 URL Shortener MCP Server	B 78 ⁵⁄₄	◉ ⏳	82	71	N/A	43	95	92
2269	PromptBoard ⚡ Claim A shared whiteboard server that enables users to provide visual context to AI a…	B 78 ⁵⁄₅	◉ ⏳	84	56	—	69	82	100
2270	Asterisk MCP Server ⚡ Claim Provides security scanning of code snippets, codebases, and code changes via th…	B 78 ⁵⁄₅	◉ ⏳	62	82	—	57	95	92
2271	Contentrain MCP Server ⚡ Claim 3 Enables AI agents to manage Contentrain CMS content, models, and assets with au…	B 78 ⁵⁄₅	◉ ⏳	73	100	N/A	50	75	84
2272	w8s-astro-mcp ⚡ Claim 1 A personal astrological server that provides high-precision tools for generatin…	B 78 ⁵⁄₅	◉ ⏳	66	91	N/A	45	95	85
2273	calculator ⚡ Claim 1 A fully functional calculator server based on Model Context Protocol (MCP), pro…	B 78 ⁶⁄₄	◉ ⏳	78	80	84	45	95	78
2274	Mockups MPC ⚡ Claim A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tool…	B 78 ⁵⁄₅	◉ ⏳	76	60	—	76	82	97
2275	M-Team MCP Server ⚡ Claim Enables AI assistants to interact with the M-Team private torrent tracker API f…	B 78 ⁵⁄₅	◉ ⏳	68	82	—	68	80	95
2276	mcp-package-docs ⚡ Claim 1 An MCP server that provides LLMs with efficient access to package documentation…	B 78 ⁵⁄₄	◉ ⏳	79	58	N/A	68	95	90
2277	Node.js Debugger MCP Server Claim 1 Provides Node.js debugging capabilities with process management for AI agents, …	B 78 ⁵⁄₅	◉ ⏳	90	100	N/A	43	95	45
2278	Frappe Assistant Core ⚡ Claim MCP server that enables LLMs to interact with ERPNext/Frappe sites for document…	B 78 ⁵⁄₄	◉ ⏳	88	43	—	81	90	90
2279	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
2280	Personal Knowledge MCP Server ⚡ Claim 1 Indexes local and enterprise documents to provide a unified personal knowledge …	B 78 ⁵⁄₄	◉ ⏳	84	68	N/A	52	90	88
2281	mcp-server ⚡ Claim 3 MCP server for 1ly.store — buy/sell APIs and launch tokens on Bags.fm with USDC…	B 78 ⁵⁄₄	◉ ⏳	75	71	N/A	66	83	93
2282	IDAssistMCP Claim Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…	B 78 ⁵⁄₄	◉ ⏳	80	57	N/A	62	94	93
2283	git-commit-aider MCP Server ⚡ Claim Makes git commits on behalf of AI by appending "(aider)" to the committer's nam…	B 78 ⁵⁄₅	◉ ⏳	90	100	—	61	81	48
2284	Railway MCP Server ⚡ Claim 1 Enables management of Railway.app infrastructure through natural language, incl…	B 78 ⁵⁄₅	◉ ⏳	78	100	—	53	95	55
2285	mcp-registry-mcp-server ⚡ Claim 1 MCP server for querying the official MCP registry.	B 78 ⁵⁄₅	◉ ⏳	57	100	N/A	49	95	85
2286	Web Search MCP Server ⚡ Claim Enables web search across multiple search engines (DuckDuckGo, Bing, Startpage)…	B 78 ⁵⁄₅	◉ ⏳	76	82	N/A	32	95	91
2287	Youtube Vision MCP ⚡ Claim MCP (Model Context Protocol) server that utilizes the Google Gemini Vision API …	B 78 ⁵⁄₅	◉ ⏳	84	77	—	46	80	95
2288	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
2289	ArcGIS MCP Server Claim Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…	B 78 ⁴⁄₄	◉ ⏳	84	N/A	N/A	25	95	95
2290	AI Naming Standard MCP Server ⚡ Claim 1 Enables automatic generation and validation of standardized file names using AI…	B 78 ⁵⁄₅	◉ ⏳	90	100	N/A	45	95	44
2291	html-to-markdown-mcp ⚡ Claim 2 MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…	B 78 ⁵⁄₅	◉ ⏳	75	100	N/A	62	92	53
2292	time-node-mcp ⚡ Claim 1 Timezone-aware date and time operations with support for IANA timezones, timezo…	B 78 ⁵⁄₄	◉ ⏳	90	57	N/A	38	94	100
2293	mcp-server-memos-py ⚡ Claim A Python package enabling LLM models to interact with the Memos server via the …	B 78 ⁵⁄₄	◉ ⏳	100	40	N/A	62	90	93
2294	Data Planning Agent Claim Transforms high-level business intents into structured Data Product Requirement…	B 78 ⁵⁄₅	◉ ⏳	96	58	—	44	82	100
2295	Nagoya Bus MCP ⚡ Claim Provides access to Nagoya bus system information and schedules. Enables users t…	B 78 ⁵⁄₄	◉ ⏳	68	58	N/A	72	95	100
2296	mcp-server-12306 ⚡ Claim 1 An MCP server that provides 12306 ticket query	B 78 ⁵⁄₅	◉ ⏳	69	91	N/A	57	95	74
2297	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
2298	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
2299	mcp-snowflake-server ⚡ Claim 1 Snowflake integration implementing read and (optional) write operations as well…	B 78 ⁵⁄₅	◉ ⏳	84	63	—	61	80	100
2300	Trading 212 MCP Server ⚡ Claim Enables AI assistants to interact with Trading 212 investment accounts for port…	B 78 ⁵⁄₅	◉ ⏳	78	73	—	64	82	92

Showing 2251–2300 of 66402 servers

« Prev 1 … 44 45 46 47 48 … 1329 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops