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Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
9001	WhatsApp MCP Server ⚡ Claim 1 An MCP server that enables AI to control WhatsApp Web via Puppeteer Stealth for…	C 68 ⁵⁄₄	◉ ⏳	61	57	N/A	35	88	93
9002	react-analyzer-mcp Claim 1 Analyze React code locally, generate docs / llm.txt for whole project at once	C 68 ⁵⁄₄	◉ ⏳	84	50	N/A	25	84	87
9003	MCP Spotify AI Assistant ⚡ Claim Enables Claude to control Spotify features including playback control, playlist…	C 68 ⁵⁄₅	◉ ⏳	60	68	—	24	81	99
9004	MCP SVG Converter ⚡ Claim 1 A Model Context Protocol server that provides tools for converting SVG code to …	C 68 ⁵⁄₄	◉ ⏳	39	65	N/A	52	90	100
9005	GitHub MCP Server ⚡ Claim 1 A Model Context Protocol server that provides Git version control operations as…	C 68 ⁵⁄₄	◉ ⏳	53	53	N/A	53	90	93
9006	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
9007	MCP Git Commit Generator ⚡ Claim Automatically generates conventional commit messages from staged git changes an…	C 68 ⁵⁄₅	◉ ⏳	70	31	—	70	82	93
9008	DoWhy MCP v2.0 ⚡ Claim A server providing rigorous causal inference tools through the Model Context Pr…	C 68 ⁵⁄₄	◉ ⏳	84	31	N/A	43	95	78
9009	Cloudscape Docs MCP Server ⚡ Claim Provides semantic search over AWS Cloudscape Design System documentation using …	C 68 ⁵⁄₄	◉ ⏳	70	33	N/A	46	95	97
9010	Akave MCP Server ⚡ Claim Enables AI models to interact with Akave's S3-compatible storage by providing t…	C 68 ⁵⁄₅	◉ ⏳	60	66	—	28	78	100
9011	google-ads-mcp-server Claim MCP server acting as an interface to the Google Ads, enabling programmatic acce…	C 68 ⁵⁄₅	◉ ⏳	76	43	—	49	80	88
9012	MCP Git Analysis Server ⚡ Claim Analyzes local Git repositories to provide detailed insights into commit statis…	C 68 ⁵⁄₄	◉ ⏳	78	45	N/A	19	95	93
9013	h1-brain Claim MCP server that connects AI assistants to HackerOne for bug bounty hunting	C 68 ⁵⁄₄	◉ ⏳	70	35	N/A	47	90	95
9014	robokassa-mcp ⚡ Claim 2 MCP server for Robokassa payment API — generate payment URLs, check invoice sta…	C 68 ⁴⁄₄	◉ ⏳	57	N/A	N/A	58	95	59
9015	FireScrape MCP Server ⚡ Claim Enables AI models to search the web using DuckDuckGo, scrape webpage content in…	C 68 ⁵⁄₅	◉ ⏳	72	53	—	27	81	98
9016	MCPilot ⚡ Claim A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolcha…	C 68 ⁵⁄₅	◉ ⏳	84	67	—	28	81	63
9017	label-studio-mcp-server ⚡ Claim Create, manage, and automate Label Studio projects, tasks, and predictions for …	C 68 ⁵⁄₅	◉ ⏳	66	48	—	46	80	98
9018	Scientific Paper Reading Assistant Claim 1 Enables local analysis of scientific papers including PDF parsing, mathematical…	C 68 ⁵⁄₄	◉ ⏳	90	48	N/A	26	92	70
9019	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
9020	mcp-doctor ⚡ Claim Zero-config diagnostics for MCP servers. Auto-discovers configs across Claude C…	C 68 ⁵⁄₅	◉ ⏳	72	25	N/A	72	80	100
9021	Weather MCP Server ⚡ Claim Enables temperature conversion from Fahrenheit to Celsius through HTTP requests…	C 68 ⁵⁄₅	◉ ⏳	66	61	—	25	81	98
9022	Blockchain Payment MCP Server ⚡ Claim Enables blockchain payment operations across multiple networks including Base, …	C 68 ⁵⁄₅	◉ ⏳	84	91	—	44	81	21
9023	Deep Research MCP Server ⚡ Claim Enables iterative deep research by integrating AI agents with search engines, w…	C 68 ⁵⁄₅	◉ ⏳	54	61	—	54	81	89
9024	mcp-clickup ⚡ Claim 2 MCP Server for the ClickUp API,	C 68 ⁵⁄₅	◉ ⏳	51	65	—	60	78	88
9025	VictoriaMetrics-mcp-server ⚡ Claim 2 An MCP server for interacting with VictoriaMetrics database.	C 68 ⁵⁄₄	◉ ⏳	71	50	N/A	27	89	95
9026	Telebugs MCP Server Claim 1 An MCP server that enables AI agents to retrieve and analyze error reports from…	C 68 ⁵⁄₅	◉ ⏳	39	71	—	50	83	98
9027	DuckDB MCP Server ⚡ Claim 1 A Model Context Protocol server implementation that connects AI assistants to D…	C 68 ⁵⁄₅	◉ ⏳	81	28	—	56	82	91
9028	Example Next.js MCP Server Claim A sample implementation of a Model Context Protocol server using Next.js and th…	C 68 ⁵⁄₅	◉ ⏳	60	60	—	42	80	95
9029	Square MCP Server ⚡ Claim A server that enables interaction with Square's API via Goose, supporting queri…	C 68 ⁵⁄₅	◉ ⏳	80	38	—	59	80	80
9030	Adaptive Memory Graph ⚡ Claim Persistent memory for Claude via weighted, interconnected knowledge nodes.	C 68 ⁵⁄₄	◉ ⏳	66	41	N/A	47	92	93
9031	Databricks MCP Server ⚡ Claim A fixed Model Completion Protocol (MCP) server that enables LLMs like Claude Co…	C 68 ⁵⁄₅	◉ ⏳	66	82	N/A	25	95	58
9032	MCP Enhanced Data Retrieval System Claim Enables AI applications to access and contextualize organizational knowledge so…	C 68 ⁵⁄₅	◉ ⏳	84	43	—	19	81	99
9033	Plotting MCP Server ⚡ Claim Transforms CSV data into beautiful visualizations including line charts, bar gr…	C 68 ⁵⁄₅	◉ ⏳	72	36	—	72	81	82
9034	MCP Sample Server ⚡ Claim A simple Model Context Protocol server providing basic utility tools including …	C 68 ⁵⁄₄	◉ ⏳	72	55	N/A	33	95	77
9035	GitHub Calendar MCP Server ⚡ Claim 1 Enables AI assistants to interact with GitHub project boards as calendar events…	C 68 ⁵⁄₅	◉ ⏳	94	83	—	24	81	34
9036	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
9037	Placeholder Image Generator ⚡ Claim Generates customizable placeholder images with configurable dimensions, colors,…	C 68 ⁵⁄₅	◉ ⏳	54	100	N/A	32	95	46
9038	MCP MySQL Server Claim 3 A Model Context Protocol server that enables AI models to interact with MySQL d…	C 68 ⁵⁄₅	◉ ⏳	69	61	—	23	80	95
9039	memoryOSS Claim Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…	C 68 ⁵⁄₅	◉ ⏳	90	0	—	79	80	98
9040	YNAB MCP Server ⚡ Claim Enables users to manage budgets, accounts, categories, and transactions on You …	C 68 ⁵⁄₅	◉ ⏳	76	46	—	27	82	100
9041	FastApply MCP Server ⚡ Claim Enterprise-grade code intelligence platform providing AI-powered code analysis,…	C 68 ⁵⁄₅	◉ ⏳	94	28	—	28	81	96
9042	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
9043	Quarkdown MCP Server ⚡ Claim Provides comprehensive Quarkdown document processing capabilities, enabling AI …	C 68 ⁵⁄₅	◉ ⏳	90	33	—	40	81	91
9044	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
9045	ssh-mcp-server ⚡ Claim 1 An MCP server that enables remote SSH command execution and bidirectional file …	C 68 ⁵⁄₅	◉ ⏳	51	68	—	45	76	100
9046	Structural Biology MCP Server Claim Enables interaction with the RCSB Protein Data Bank to search, analyze, and vis…	C 68 ⁵⁄₅	◉ ⏳	100	33	—	22	77	93
9047	Figma MCP Server ⚡ Claim Gives AI-powered coding tools like Cursor, Windsurf, and Cline access to Figma …	C 68 ⁵⁄₅	◉ ⏳	54	70	—	48	80	89
9048	goodday-mcp ⚡ Claim Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…	C 68 ⁵⁄₅	◉ ⏳	72	43	—	49	77	99
9049	MCP Background Task Server ⚡ Claim 2 A Model Context Protocol server that enables running and managing long-running …	C 68 ⁵⁄₅	◉ ⏳	63	100	N/A	27	82	51
9050	AgentHotspot MCP Server ⚡ Claim Enables AI agents to search and discover over 6,000 curated MCP connectors from…	C 68 ⁵⁄₅	◉ ⏳	64	43	—	54	82	98

Showing 9001–9050 of 47923 servers

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