MCP Scoreboard

30006

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24039

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1224

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16961

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Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6651	Founder Intelligence Engine ⚡ Claim Transforms founder profiles from social media into actionable strategic intelli…	B 71 ⁵⁄₄	◉	60	72	N/A	35	90	91
6652	Xero Expenses MCP Claim Enables interaction with Xero accounting software to create and manage invoices…	B 71 ⁵⁄₅	◉	94	38	—	47	81	88
6653	Bunq MCP ⚡ Claim 1 A Model Context Protocol server for Bunq that enables interaction with the Bunq…	B 71 ⁵⁄₅	◉	65	67	—	46	77	96
6654	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
6655	Cursor Reviewer MCP Claim Enables code review through Cursor CLI integration with GPT-5. Provides a curso…	B 71 ⁵⁄₅	◉	66	100	N/A	41	95	41
6656	Enhanced Dash MCP Server ⚡ Claim 1 An intelligent server that transforms local Dash documentation into a context-a…	B 71 ⁵⁄₅	◉	94	74	N/A	33	95	38
6657	CME Prediction Markets MCP Server Claim Enables verification of natural language claims against CME prediction market d…	B 71 ⁵⁄₅	◉	84	67	—	27	80	84
6658	mcp-linkedin ⚡ Claim 1 LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…	B 71 ⁵⁄₅	◉	63	58	—	64	80	94
6659	MCP Server Builder ⚡ Claim Provides searchable access to official MCP protocol specification and FastMCP f…	B 71 ⁵⁄₅	◉	60	60	—	65	81	92
6660	claude-context-local ⚡ Claim 🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternat…	B 71 ⁵⁄₄	◉	72	41	N/A	60	90	93
6661	automator-mcp ⚡ Claim 1 MCP server for macOS Automator that enables AI to control Mac computers by exec…	B 71 ⁵⁄₅	◉	75	75	N/A	45	95	53
6662	llmmcp ⚡ Claim 1 MCP server for real-time LLM API documentation — stop hallucinations	B 71 ⁵⁄₅	◉	57	73	N/A	51	80	94
6663	GitHub MCP Tool Manager ⚡ Claim A web application for securely managing GitHub tokens and providing centralized…	B 71 ⁵⁄₅	◉	96	71	—	21	81	69
6664	Taiwan Legislative Yuan MCP Server ⚡ Claim Provides comprehensive access to Taiwan's Legislative Yuan data including bills…	B 71 ⁵⁄₅	◉	66	58	—	57	84	89
6665	MCP-based Knowledge Graph Construction … ⚡ Claim An automated system that processes raw text through a three-stage pipeline to a…	B 71 ⁵⁄₅	◉	92	57	—	33	78	82
6666	Discord Notification MCP Server Claim Enables Claude Code to send notifications to Discord channels via webhooks when…	B 71 ⁵⁄₅	◉	72	62	—	46	81	91
6667	SQLite MCP Server Claim Enables comprehensive SQLite database operations including CRUD operations, sch…	B 71 ⁵⁄₄	◉	72	61	N/A	30	95	86
6668	Weather MCP Server ⚡ Claim 1 A free Model Context Protocol server that retrieves global weather data and for…	B 71 ⁵⁄₅	◉	80	68	—	22	81	88
6669	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
6670	Finnhub MCP Server ⚡ Claim 2 An MCP server that provides access to financial market data via the Finnhub API…	B 71 ⁵⁄₅	◉	69	72	—	27	82	93
6671	Dropbox MCP Server ⚡ Claim 1 A local MCP server that enables Claude to manage Dropbox accounts through tools…	B 71 ⁴⁄₄	◉	54	N/A	N/A	30	95	99
6672	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
6673	MCP Doc Server Claim A document-based MCP server that supports keyword searching and content retriev…	B 71 ⁶⁄₆	◉	60	68	78	36	81	100
6674	SimpleLocalize MCP Server ⚡ Claim Enables interaction with the SimpleLocalize API to manage translation keys, lan…	B 71 ⁵⁄₅	◉	60	62	—	59	80	94
6675	YouTube Knowledge MCP ⚡ Claim Transforms YouTube into a queryable knowledge source with search, video details…	B 71 ⁵⁄₅	◉	84	63	—	25	81	91
6676	napari-mcp ⚡ Claim 🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, an…	B 71 ⁵⁄₄	◉	70	35	N/A	76	84	97
6677	mcp-tavily ⚡ Claim 1	B 71 ⁵⁄₅	◉	68	68	—	40	82	90
6678	MCP Server with GitHub OAuth ⚡ Claim 1 A Model Context Protocol server that enables remote connections with GitHub aut…	B 71 ⁵⁄₄	◉	53	67	N/A	43	95	94
6679	MCP Server with OpenAI Integration Claim Enables automatic weather information retrieval through a custom MCP server int…	B 71 ⁵⁄₅	◉	78	61	—	23	81	100
6680	crypto-mcp-server ⚡ Claim Get real-time crypto prices, 24h stats, OHLCV, and order book depth. Ask for qu…	B 71 ⁵⁄₅	◉	72	65	N/A	48	81	85
6681	mif-tools Claim Convert, validate, and inspect AI agent memories across formats	B 71 ⁵⁄₄	◉	72	27	N/A	73	95	93
6682	notebookLM2PPT ⚡ Claim Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…	B 71 ⁵⁄₅	◉	72	57	—	47	81	93
6683	cellrank-mcp ⚡ Claim Enables natural language interaction for scRNA-Seq analysis including preproces…	B 71 ⁵⁄₅	◉	84	63	—	39	81	77
6684	context-memory ⚡ Claim Persistent, searchable context storage across Claude Code sessions using SQLite…	B 71 ⁵⁄₄	◉	76	27	N/A	73	92	90
6685	phosphor-icons-mcp Claim Search and browse 1,400+ Phosphor icons by name, category, or tags. Generate SV…	B 71 ⁵⁄₅	◉	80	61	N/A	35	80	91
6686	Browserless MCP Server Claim 1 Enables comprehensive browser automation through Browserless.io including PDF g…	B 71 ⁵⁄₅	◉	90	66	—	22	74	87
6687	mermaid-live-mcp ⚡ Claim	B 71 ⁵⁄₄	◉	60	55	N/A	40	95	100
6688	MCP Docs Server ⚡ Claim 1 Makes local markdown documentation files automatically available to AI assistan…	B 71 ⁵⁄₄	◉	78	37	N/A	44	92	100
6689	Memory Graph ⚡ Claim Remember user details and preferences across conversations. Organize facts into…	B 71 ⁵⁄₄	◉	78	55	N/A	34	87	93
6690	Next.js MCP Server Claim Enable seamless integration of MCP servers within your Next.js projects using t…	B 71 ⁵⁄₄	◉	54	62	N/A	41	95	100
6691	Example MCP Server ⚡ Claim A Node.js/TypeScript MCP server template with sample tools (ping and system_inf…	B 71 ⁵⁄₄	◉	78	46	N/A	24	95	100
6692	gemini-cli Claim An open-source AI agent that brings the power of Gemini directly into your term…	B 71 ⁵⁄₄	◉	96	25	N/A	88	95	51
6693	MCP Outlook Server ⚡ Claim Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph AP…	B 71 ⁵⁄₅	◉	66	70	—	30	81	100
6694	@missionsquad/mcp-searxng-puppeteer ⚡ Claim 1 An MCP server implementation that integrates the SearXNG API for powerful web s…	B 71 ⁵⁄₅	◉	71	100	—	45	81	46
6695	mcpcute ⚡ Claim An MCP aggregator that consolidates multiple MCP servers behind a single interf…	B 71 ⁵⁄₅	◉	78	58	—	27	81	100
6696	Open Brewery DB MCP Server ⚡ Claim Provides access to the Open Brewery DB API, allowing AI assistants to search fo…	B 71 ⁵⁄₅	◉	68	100	—	49	81	46
6697	arXiv MCP Server ⚡ Claim Enables searching and retrieving academic papers from arXiv with support for ad…	B 71 ⁵⁄₅	◉	76	56	—	45	80	91
6698	MCP Google Maps ⚡ Claim Provides access to Google Maps API functionality including places search, geoco…	B 71 ⁵⁄₅	◉	78	62	—	32	81	93
6699	OCM MCP Server ⚡ Claim A gateway that enables Generative AI systems to interact with and manage multip…	B 71 ⁵⁄₄	◉	70	68	N/A	23	95	89
6700	opentk-mcp ⚡ Claim 1 Access Dutch Parliament (Tweede Kamer) information including documents, debates…	B 71 ⁵⁄₅	◉	64	60	—	51	82	97

Showing 6651–6700 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution