MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	Brave Search With Proxy Brave Search With Proxy	79	B	94	67	—	48	82
52	qubitsok — Quantum Computing Jobs, Papers & Researchers Quantum computing jobs, arXiv papers & researcher profiles from qubitsok.com	78	B	—	—	90	—	67
53	Skybridge Ecommerce Example Example MCP App based on Skybridge framework showing an e-commerce products bas…	78	B	—	—	90	—	67
54	Starter MCP Server A template/boilerplate project for building Model Context Protocol (MCP) server…	78	B	80	60	—	56	92
55	google-searchconsole-mcp Google Search Console MCP server with 13 SEO tools — search analytics, URL insp…	78	B	94	—	—	48	81
56	Scholarly Research MCP Server Enables comprehensive academic research by searching and analyzing papers from …	78	B	88	68	—	59	81
57	mcp-server-antv 🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…	78	B	75	65	—	68	95
58	Tavily MCP Load Balancer A multi-API key load balancing MCP server for Tavily that automatically rotates…	78	B	94	71	—	57	81
59	Proto-Blocks MCP Server Provides comprehensive AI guidance and tools for creating WordPress Gutenberg b…	78	B	84	91	—	27	81
60	Skybridge Capitals Example Example MCP and ChatGPT App based on Skybridge framework showing capitals in a …	78	B	—	—	89	—	67
61	Skybridge Example MCP App Skybridge Productivity MCP App Example	78	B	—	—	90	—	67
62	mcp-simple-arxiv 🐍 ☁️ MCP for LLM to search and read papers from arXiv	78	B	100	66	80	51	80
63	mcp-auth-demos Model Context Protocol authentication demos - AI assistant integration examples	78	B	80	70	—	42	92
64	MCP FastAPI Server A production-ready Model Context Protocol server that provides mathematical cal…	78	B	90	58	—	37	95
65	Exa MCP Server Enable AI assistants to perform real-time web searches using Exa's powerful sea…	78	B	88	72	—	47	80
66	EntityIdentification A MCP server that helps determine if two sets of data belong to the same entity…	77	B	81	68	—	41	95
67	AI Research Assistant - Semantic Scholar Enables comprehensive academic research through the Semantic Scholar API, inclu…	77	B	92	72	—	27	81
68	Perplexity Search MCP Enables AI-powered search capabilities through Perplexity AI's continuously ref…	77	B	76	66	—	64	81
69	TexasSolver MCP Server Enables interaction with the TexasSolver poker solver to run game theory optima…	77	B	96	58	—	24	95
70	mcp-perplexity MCP Server for the Perplexity API.	77	B	71	68	—	75	80
71	Bootstrap MCP Server A minimal MCP server template with hot reload support that helps developers qui…	77	B	86	65	—	28	95
72	arXiv Search MCP Server Provides search functionality for arXiv.org papers through the official arXiv A…	77	B	78	82	—	40	81
73	Flux UI MCP Server Provides reference information for Flux UI components, enabling AI assistants t…	77	B	78	100	—	45	95
74	Magento 2 GraphQL Documentation MCP Server Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…	77	B	88	61	—	32	94
75	code-rag-golang AI modifies a function but misses 5 callers that also need updating. crag fixes…	77	B	94	61	—	46	92
76	Bun Fun MCP Server A simple example MCP server built with Bun that provides basic utility tools in…	77	B	90	62	—	24	95
77	wikipedia-mcp A Model Context Protocol (MCP) server that retrieves information from Wikipedia…	77	B	88	82	—	91	94
78	Tasks Example A test MCP server for task management	77	B	—	—	87	—	67
79	arXiv MCP Server Enables searching and retrieving academic papers from arXiv by various criteria…	77	B	96	100	—	48	81
80	Autonomous Documentation MCP Automatically analyzes codebases and generates beautiful Mintlify-style documen…	77	B	90	100	—	56	81
81	Research MCP Enables LLMs to search, analyze, and summarize academic research papers in real…	76	B	78	58	—	65	81
82	Perplexity MCP Server Provides access to Perplexity AI models through two tools: ask\_perplexity for …	76	B	78	68	—	53	81
83	mcp-web-calc An MCP server that enables web searching, URL content extraction, and summariza…	76	B	73	60	—	60	92
84	tavily-mcp MCP server for advanced web search using Tavily	76	B	79	100	—	58	87
85	godoc-mcp Provides real-time access to Go package documentation, function signatures, and…	76	B	86	61	—	44	81
86	perplexity-mcp-zerver MCP web search using perplexity without any API KEYS	76	B	100	36	—	50	95
87	zerodust Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.	76	B	78	71	—	41	83
88	Academic MCP Enables users to search, download, and read academic papers from multiple platf…	76	B	82	71	—	48	82
89	Demo MCP Server A comprehensive TypeScript boilerplate MCP server featuring domain-driven desig…	75	B	72	61	—	41	95
90	perplexity-web-mcp An MCP server that enables AI assistants to perform web searches on Perplexity.…	75	B	61	100	—	67	95
91	Tavily MCP Server Enable real-time web search and intelligent data extraction within your AI assi…	75	B	84	70	—	42	81
92	MCP TypeScript Template A production-grade TypeScript template for building Model Context Protocol (MCP…	75	B	72	72	—	48	81
93	UseKeen Documentation MCP Server Enables AI assistants to search for documentation of packages and services, pro…	75	B	84	72	—	33	81
94	MediaWiki Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and mo…	75	B	88	45	—	84	83
95	shadcn-ui-mcp-server MCP server for shadcn/ui component references	75	B	71	100	—	44	90
96	Tavily Web Search and Extraction Server Enable AI assistants to perform real-time web searches, extract data from web p…	75	B	84	71	—	42	81
97	ArXiv MCP Server Enables AI assistants to search arXiv's research repository, download papers, a…	75	B	90	56	—	30	92
98	PrimeNG MCP Server Provides access to PrimeNG component documentation and generates code examples.…	75	B	72	61	—	48	95
99	Wikipedia MCP Server Provides comprehensive access to Wikipedia content including article search, fu…	75	B	78	63	—	47	83
100	Adobe Express MCP Server Enables Adobe Express add-on developers to scaffold projects, access code examp…	75	B	90	61	—	35	81

Showing 51–100 of 695 servers

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