MCP Scoreboard

30006

Discovered

→

24039

Scored

→

1224

Verified

→

16961

Complete

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

Last updated 3 weeks ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
8801	CubeCobra MCP Server Claim 1 Enables interaction with CubeCobra's API to access and manage Magic: The Gather…	C 68 ⁵⁄₅	◉	66	70	—	29	80	87
8802	XPath Server ⚡ Claim 1 Execute XPath queries on XML and HTML content effortlessly. Fetch and query dat…	C 68 ⁵⁄₅	◉	71	50	N/A	44	81	92
8803	Wegene Assistant MCP Server ⚡ Claim 1 Leverages large language models to analyze users' WeGene genetic testing report…	C 68 ⁵⁄₅	◉	94	41	—	20	76	93
8804	MCP Windows Desktop Automation Claim 1 A Model Context Protocol server that wraps AutoIt functionality, enabling LLMs …	C 68 ⁵⁄₄	◉	63	52	N/A	42	95	82
8805	vscode-mcp ⚡ Claim 1 MCP server for Claude Code/VSCode/Cursor/Windsurf to use editor self functional…	C 68 ⁵⁄₄	◉	57	58	N/A	58	95	70
8806	kindly-web-search-mcp-server ⚡ Claim Kindly Web Search MCP Server: Web search + robust content retrieval for AI codi…	C 68 ⁵⁄₄	◉	58	42	N/A	54	95	91
8807	MCP Spotify AI Assistant ⚡ Claim Enables Claude to control Spotify features including playback control, playlist…	C 68 ⁵⁄₅	◉	60	68	—	24	81	99
8808	elasticsearch-mcp-server ⚡ Claim 2 MCP server for interacting with Elasticsearch	C 68 ⁵⁄₄	◉	61	35	N/A	81	75	99
8809	MCP Neo4j Knowledge Graph Memory Server Claim Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the…	C 68 ⁵⁄₅	◉	60	55	—	52	80	92
8810	MCP SysOperator ⚡ Claim 1 A Model Context Protocol server enabling AI assistants to directly interact wit…	C 68 ⁵⁄₅	◉	79	82	—	57	81	31
8811	LolByte MCP Server Claim Enables interaction with League of Legends game data through the Riot Games API…	C 68 ⁵⁄₅	◉	72	100	—	23	81	45
8812	Senechal MCP Server Claim 1 A Model Context Protocol server that provides health data from the Senechal API…	C 68 ⁵⁄₅	◉	75	41	—	49	80	95
8813	Email MCP Server ⚡ Claim Enables interaction with email servers through IMAP protocol for managing email…	C 68 ⁵⁄₅	◉	80	52	—	21	81	92
8814	Akash MCP Server ⚡ Claim A TypeScript server implementing the Model Context Protocol that enables AI age…	C 68 ⁵⁄₅	◉	48	61	—	60	78	98
8815	MCP App Workers Template Claim A production-ready template for building MCP servers on Cloudflare Workers that…	C 68 ⁵⁄₅	◉	74	60	—	24	81	92
8816	Document Parser MCP ⚡ Claim 1 An MCP server that uses the Docling toolkit to convert various document formats…	C 68 ⁵⁄₅	◉	75	33	—	60	81	94
8817	Qdrant RAG MCP Server ⚡ Claim Enables context-aware semantic search across codebases using Qdrant vector data…	C 68 ⁵⁄₅	◉	78	33	—	46	82	99
8818	mcp-server-opendal ⚡ Claim 1 Access any storage with Apache OpenDAL™	C 68 ⁵⁄₅	◉	68	33	—	64	80	100
8819	shell-use ⚡ Claim 1 Let agents use the shell like a human.	C 68 ⁵⁄₄	◉	68	36	N/A	49	92	95
8820	Azion MCP Server Template Claim 1 A Model Context Protocol server template deployed on Azion Edge Computing Netwo…	C 68 ⁵⁄₅	◉	63	70	—	27	81	93
8821	Alpha Vantage MCP Server Claim Provides access to Alpha Vantage stock price data (OHLCV) and financial news wi…	C 68 ⁵⁄₅	◉	78	56	—	25	81	91
8822	CrateDB MCP Server ⚡ Claim Connects AI assistants to CrateDB clusters to enable natural-language Text-to-S…	C 68 ⁵⁄₅	◉	62	32	—	79	80	96
8823	Uniswap Trader MCP ⚡ Claim Enables AI agents to automate token swaps on Uniswap DEX across multiple blockc…	C 68 ⁵⁄₅	◉	60	58	—	47	81	94
8824	prior ⚡ Claim Shared knowledge base for AI agents. Search and contribute solutions to technic…	C 68 ⁵⁄₅	◉	88	10	—	68	81	96
8825	Linear MCP Server ⚡ Claim 1 Facilitates project management with the Linear API via the Model Context Protoc…	C 68 ⁵⁄₅	◉	60	72	—	19	80	99
8826	termlink ⚡ Claim 1 MCP server for shell and terminal operations	C 68 ⁵⁄₄	◉	67	48	N/A	46	80	99
8827	Kolada MCP Server ⚡ Claim Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…	C 68 ⁶⁄₆	◉	88	76	0	71	82	93
8828	Plausible MCP Server Claim Allows AI models to query and retrieve analytics data from Plausible Analytics …	C 68 ⁵⁄₅	◉	80	52	—	27	82	90
8829	Gradle MCP Server ⚡ Claim Enables interaction with Gradle projects through the Gradle Wrapper, allowing u…	C 68 ⁵⁄₄	◉	72	31	N/A	49	90	97
8830	mcp-search-linkup ⚡ Claim Give Claude access to real-time knowledge and premium content. Get rid of Claud…	C 68 ⁵⁄₅	◉	80	22	—	68	81	91
8831	Todo MCP Server Claim 1 A Model Context Protocol server for managing todo lists and items with advanced…	C 68 ⁵⁄₄	◉	59	60	N/A	19	95	99
8832	Hello MCP Server ⚡ Claim A basic MCP server template built with Smithery CLI that demonstrates server ca…	C 68 ⁵⁄₄	◉	60	57	N/A	24	95	97
8833	MaxMSP-MCP-Server Claim A coding agent for Max (Max/MSP/Jitter), which is a visual programming language…	C 68 ⁵⁄₄	◉	72	31	N/A	48	90	97
8834	GLM Vision Server ⚡ Claim Enables image analysis using GLM-4.5V's vision capabilities from Z.AI. Supports…	C 68 ⁵⁄₄	◉	66	40	N/A	42	95	92
8835	Laravel Helpers MCP ⚡ Claim A collection of Laravel helper tools for integration with Cursor IDE, providing…	C 68 ⁵⁄₄	◉	72	36	N/A	43	87	98
8836	Mind Map MCP ⚡ Claim Automatically generates mind map images from text content using Coze API workfl…	C 68 ⁵⁄₅	◉	86	66	—	23	81	68
8837	MCP Web Chat Claim A server that enables WebChat functionality through MCP (Model-Control-Protocol…	C 68 ⁵⁄₄	◉	74	61	N/A	16	95	82
8838	AutoProbeMCP Claim 1 A Model Context Protocol server that provides browser automation capabilities u…	C 68 ⁵⁄₅	◉	75	82	—	49	81	44
8839	tei-mcp ⚡ Claim Helps AI agents read and write valid TEI XML. Element lookup, attribute resolut…	C 68 ⁵⁄₅	◉	72	28	—	64	84	94
8840	Perplexity MCP Server Claim Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…	C 68 ⁵⁄₅	◉	78	42	—	44	82	91
8841	base-token-sniper ⚡ Claim 1 MCP server to discover and trade new token launches on Base chain.	C 68 ⁵⁄₄	◉	72	70	N/A	32	69	90
8842	MCP JSON Document Collection Server ⚡ Claim 3 A Model Context Protocol server that allows creation and management of multiple…	C 68 ⁵⁄₅	◉	69	56	—	30	78	98
8843	Coolify MCP Server ⚡ Claim 1 Enables AI assistants to interact with Coolify self-hosted instances for applic…	C 68 ⁵⁄₅	◉	84	95	—	20	81	40
8844	TDengine Query MCP Server ⚡ Claim A Model Context Protocol (MCP) server that provides read-only TDengine database…	C 68 ⁵⁄₅	◉	68	36	—	62	81	97
8845	Sentry Issues MCP ⚡ Claim A server that enables retrieval of Sentry issues through two simple tools - get…	C 68 ⁵⁄₅	◉	48	100	—	40	81	65
8846	Directus MCP Server ⚡ Claim 1 A Model Context Protocol server that allows AI tools to connect to and interact…	C 68 ⁵⁄₅	◉	59	57	—	49	81	96
8847	Bookmark Geni MCP Server ⚡ Claim Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…	C 68 ⁵⁄₄	◉	60	48	N/A	40	95	96
8848	npm-registry-mcp Claim 1 An MCP server for searching, inspecting, and evaluating NPM packages through he…	C 68 ⁵⁄₅	◉	45	55	—	69	81	100
8849	Playwright Accessibility Testing MCP Se… ⚡ Claim 1 Enables comprehensive WCAG 2.0/2.1 accessibility testing of web applications us…	C 68 ⁵⁄₅	◉	78	82	N/A	29	92	44
8850	GCP MCP Server ⚡ Claim Enables AI assistants to interact with and manage Google Cloud Platform resourc…	C 68 ⁵⁄₅	◉	78	41	—	42	80	94

Showing 8801–8850 of 30006 servers

« Prev 1 … 175 176 177 178 179 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution