MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	mcp-server-tavily	79	B	90	71	—	46	82
52	Packrift MCP Exact-spec Packrift packaging search with live price, stock, shipping, cart han…	79	B	90	66	100	50	81
53	MCP-Guide A beginner-friendly Model Context Protocol (MCP) server that helps users unders…	79	B	96	57	—	42	90
54	SiteGuardian EU-hosted website monitoring + 17-framework compliance MCP. One anonymous tool,…	79	B	100	66	87	45	81
55	MCP Google Search Console Secure MCP server for Google Search Console analytics, sitemaps, and URL inspec…	79	B	70	77	—	49	95
56	one-search-mcp 🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…	79	B	82	100	—	73	83
57	Multi-Search MCP Server Provides unified web search across multiple providers (Google, Tavily, DuckDuck…	79	B	90	63	—	60	81
58	Element-UI MCP Server Provides comprehensive Element-UI v2.15.14 component documentation including pr…	79	B	90	100	—	44	81
59	MCP Google Server Provides web search capabilities using Google Custom Search API, enabling users…	79	B	78	70	—	69	80
60	comet-mcp Connect to Perplexity Comet browser for agentic web browsing, deep research, an…	79	B	90	57	—	57	90
61	arxiv-mcp-server	79	B	100	57	—	42	90
62	Perplexity MCP Server A server facilitating web search functionality by utilizing Perplexity AI's API…	79	B	94	65	—	53	80
63	MCP Scholarly Server Enables users to search for academic articles on platforms like arXiv using spe…	79	B	94	47	—	53	95
64	Satoshidata Wallet Intelligence Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…	78	B	67	86	96	33	81
65	mcp-simple-arxiv 🐍 ☁️ MCP for LLM to search and read papers from arXiv	78	B	100	66	80	51	80
66	mcp-server-antv 🧑🏻‍💻 MCP Server for @antvis visualization development, which provides documenta…	78	B	75	65	—	68	95
67	Proto-Blocks MCP Server Provides comprehensive AI guidance and tools for creating WordPress Gutenberg b…	78	B	84	91	—	27	81
68	Starter MCP Server A template/boilerplate project for building Model Context Protocol (MCP) server…	78	B	80	60	—	56	92
69	Exa MCP Server Enables AI assistants to perform web searches, research paper searches, and Twi…	78	B	88	72	—	47	80
70	google-searchconsole-mcp Google Search Console MCP server with 13 SEO tools — search analytics, URL insp…	78	B	94	—	—	48	81
71	Scholarly Research MCP Server Enables comprehensive academic research by searching and analyzing papers from …	78	B	88	68	—	59	81
72	mcp-auth-demos Model Context Protocol authentication demos - AI assistant integration examples	78	B	80	70	—	42	92
73	Tavily MCP Load Balancer A multi-API key load balancing MCP server for Tavily that automatically rotates…	78	B	94	71	—	57	81
74	Utilify AI agents compare and sign up for Texas utility plans: electricity, internet, g…	78	B	96	84	80	30	81
75	MCP FastAPI Server A production-ready Model Context Protocol server that provides mathematical cal…	78	B	90	58	—	37	95
76	code-rag-golang AI modifies a function but misses 5 callers that also need updating. crag fixes…	77	B	94	61	—	46	92
77	Bootstrap MCP Server A minimal MCP server template with hot reload support that helps developers qui…	77	B	86	65	—	28	95
78	AI Research Assistant - Semantic Scholar Enables comprehensive academic research through the Semantic Scholar API, inclu…	77	B	92	72	—	27	81
79	Perplexity Search MCP Enables AI-powered search capabilities through Perplexity AI's continuously ref…	77	B	76	66	—	64	81
80	EntityIdentification A MCP server that helps determine if two sets of data belong to the same entity…	77	B	81	68	—	41	95
81	Autonomous Documentation MCP Automatically analyzes codebases and generates beautiful Mintlify-style documen…	77	B	90	100	—	56	81
82	Magento 2 GraphQL Documentation MCP Server Provides offline search and retrieval of Magento 2 GraphQL API documentation wi…	77	B	88	61	—	32	94
83	TexasSolver MCP Server Enables interaction with the TexasSolver poker solver to run game theory optima…	77	B	96	58	—	24	95
84	signalfuse-mcp 11 tools for AI trading agents: fused crypto signals (10 assets), sentiment, ma…	77	B	90	—	—	47	83
85	arXiv MCP Server Enables searching and retrieving academic papers from arXiv by various criteria…	77	B	96	100	—	48	81
86	wikipedia-mcp A Model Context Protocol (MCP) server that retrieves information from Wikipedia…	77	B	88	82	—	91	94
87	arXiv Search MCP Server Provides search functionality for arXiv.org papers through the official arXiv A…	77	B	78	82	—	40	81
88	mcp-perplexity MCP Server for the Perplexity API.	77	B	71	68	—	75	80
89	Bun Fun MCP Server A simple example MCP server built with Bun that provides basic utility tools in…	77	B	90	62	—	24	95
90	tin-canMCP A prescriptive template for building large MCP servers (20+ tools) organized as…	77	B	90	—	—	50	81
91	Flux UI MCP Server Provides reference information for Flux UI components, enabling AI assistants t…	77	B	78	100	—	45	95
92	Academic MCP Enables users to search, download, and read academic papers from multiple platf…	76	B	82	71	—	48	82
93	Research MCP Enables LLMs to search, analyze, and summarize academic research papers in real…	76	B	78	58	—	65	81
94	Tavily MCP Server Enable real-time web search and data extraction capabilities.	76	B	79	100	—	58	87
95	SAP HANA CLI 150+ SAP HANA database tools as MCP tools for AI assistants	76	B	60	—	—	79	95
96	godoc-mcp Provides real-time access to Go package documentation, function signatures, and…	76	B	86	61	—	44	81
97	integrations Read-only doctrine access for the Agentic AI Blueprint — the industry standard …	76	B	78	—	—	65	81
98	mcp-web-calc An MCP server that enables web searching, URL content extraction, and summariza…	76	B	73	60	—	60	92
99	Perplexity MCP Server Provides access to Perplexity AI models through two tools: ask\_perplexity for …	76	B	78	68	—	53	81
100	perplexity-mcp-zerver MCP web search using perplexity without any API KEYS	76	B	100	36	—	50	95

Showing 51–100 of 920 servers

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