MCP Scoreboard

66484

Discovered

→

31813

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 22 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
8851	Wayback Machine MCP Server ⚡ Claim Provides access to the Internet Archive Wayback Machine to list snapshots, fetc…	C 68 ⁵⁄₅	◉ ⏳	54	82	—	47	81	73
8852	MCP Knowledge Base ⚡ Claim A local knowledge base system based on ChromaDB that supports automatic chunkin…	C 68 ⁵⁄₄	◉ ⏳	78	33	N/A	36	92	96
8853	Coolify MCP Server Claim Enables interaction with Coolify applications and resources through the Coolify…	C 68 ⁵⁄₅	◉ ⏳	50	82	—	31	81	90
8854	hop Claim 1 Fast SSH connection manager with TUI dashboard and MCP server for discovering, …	C 68 ⁵⁄₄	◉ ⏳	76	36	N/A	78	90	65
8855	cognitive-ai-memory Claim Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…	C 68 ⁵⁄₄	◉ ⏳	78	53	N/A	30	80	92
8856	GCP Sales Analytics MCP Server Claim Enables querying both Google Cloud SQL (PostgreSQL) and BigQuery public dataset…	C 68 ⁵⁄₅	◉ ⏳	78	53	—	22	81	97
8857	SmartThingsMCP Claim Enables comprehensive interaction with SmartThings devices, locations, scenes, …	C 68 ⁵⁄₅	◉ ⏳	80	42	—	42	81	90
8858	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
8859	Video & Audio Editing MCP Server ⚡ Claim Provides powerful video and audio editing capabilities through FFmpeg, enabling…	C 68 ⁵⁄₅	◉ ⏳	78	31	—	49	81	99
8860	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
8861	Mermaid Chart MCP ⚡ Claim Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequ…	C 68 ⁵⁄₅	◉ ⏳	72	57	—	45	81	81
8862	usensedata-mcp-server-query-china-compa… ⚡ Claim Usense Data API now supports the MCP protocol, enabling easy enterprise data ac…	C 68 ⁵⁄₅	◉ ⏳	64	65	—	24	81	99
8863	CryptoTwitter.Space x402 MCP Server Claim Enables programmatic access to premium crypto alpha reports from Twitter Spaces…	C 68 ⁵⁄₅	◉ ⏳	60	72	—	18	81	100
8864	Spotify MCP Server ⚡ Claim 1 Enables AI assistants to control Spotify playback, search for music, manage pla…	C 68 ⁵⁄₅	◉ ⏳	48	100	N/A	29	89	65
8865	Notes MCP Server ⚡ Claim A local note-taking server that provides intelligent management of markdown fil…	C 68 ⁵⁄₄	◉ ⏳	84	28	N/A	38	90	91
8866	Customer Reminder MCP Claim Enables automated customer reminder management by connecting to Google Sheets t…	C 68 ⁵⁄₅	◉ ⏳	78	51	—	20	81	100
8867	botindex-mcp-server ⚡ Claim 3 DeFi signal intelligence + agent discovery. Funding arb, whale alerts, Zora, co…	C 68 ⁵⁄₅	◉ ⏳	60	100	N/A	34	81	53
8868	MCP Tailwind Gemini Server ⚡ Claim Advanced Model Context Protocol server that integrates Gemini AI with Tailwind …	C 68 ⁵⁄₅	◉ ⏳	90	31	—	55	71	89
8869	Haloscan MCP Server ⚡ Claim 2 An MCP server that integrates with the Haloscan SEO API to provide tools for ke…	C 68 ⁵⁄₅	◉ ⏳	81	68	—	30	80	69
8870	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
8871	Quarkdown MCP Server ⚡ Claim Provides comprehensive Quarkdown document processing capabilities, enabling AI …	C 68 ⁵⁄₅	◉ ⏳	90	33	—	40	81	91
8872	MI PANA APP MCP Server Claim Enables management of ride-sharing operations including searching for available…	C 68 ⁵⁄₅	◉ ⏳	72	58	—	27	81	93
8873	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
8874	MCP PDF Server Claim A Model Context Protocol (MCP) based server that efficiently manages PDF files,…	C 68 ⁵⁄₅	◉ ⏳	60	67	—	37	81	90
8875	AWS CodePipeline MCP Server Claim 1 A Model Context Protocol server that integrates with AWS CodePipeline, allowing…	C 68 ⁵⁄₅	◉ ⏳	85	58	—	25	82	75
8876	Weather Union MCP Server ⚡ Claim Provides real-time weather data and air quality information for geographic coor…	C 68 ⁵⁄₅	◉ ⏳	76	42	—	41	82	96
8877	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
8878	ToGMAL MCP Server ⚡ Claim Provides real-time, privacy-preserving analysis of LLM interactions to detect p…	C 68 ⁵⁄₄	◉ ⏳	96	33	N/A	22	95	80
8879	Current operating environment ⚡ Claim Get information about the current operating environment	C 68 ⁵⁄₄	◉ ⏳	72	47	N/A	47	80	93
8880	GitHub URL MCP Server Claim 1 An MCP (Model Context Protocol) server for handling GitHub URLs with validation…	C 68 ⁵⁄₅	◉ ⏳	60	100	—	43	84	43
8881	atdata-email-verification-mcp-server ⚡ Claim atdata-email-verification-mcp-server	C 68 ⁵⁄₅	◉ ⏳	68	43	—	47	81	100
8882	Runtime Copilot MCP Server ⚡ Claim Provides an MCP-native operational interface for diagnostics, explainability, r…	C 68 ⁵⁄₄	◉ ⏳	72	31	—	59	90	88
8883	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
8884	MCP Standardized Tool Demo Claim A Node.js-based MCP server that extracts numbers from text and generates statis…	C 68 ⁵⁄₅	◉ ⏳	72	60	—	30	81	86
8885	Redash MCP Server ⚡ Claim Enables interaction with Redash through its API to execute SQL queries, retriev…	C 68 ⁵⁄₅	◉ ⏳	60	60	—	38	83	98
8886	BrowserTools MCP ⚡ Claim A browser monitoring and interaction tool that enables AI applications to captu…	C 68 ⁵⁄₄	◉ ⏳	60	43	N/A	45	95	96
8887	COA Goldfish MCP Claim A lightweight short-term memory MCP server that automatically stores and recall…	C 68 ⁵⁄₅	◉ ⏳	94	30	—	38	81	87
8888	MCP Dataverse Server Claim 1 Enables CRUD operations and schema exploration on Microsoft Dataverse databases…	C 68 ⁵⁄₅	◉ ⏳	78	50	—	27	76	99
8889	MCP Spotify AI Assistant ⚡ Claim Enables Claude to control Spotify features including playback control, playlist…	C 68 ⁵⁄₅	◉ ⏳	60	68	—	24	81	99
8890	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
8891	Stackbilder MCP Gateway Claim Image generation, Cloudflare Worker scaffolding, C-level agent reasoning, and b…	C 68 ⁵⁄₅	◉ ⏳	96	10	—	56	82	94
8892	Postman Tool Generation MCP Server ⚡ Claim 2 An MCP server that generates AI agent tools from Postman collections and reques…	C 68 ⁵⁄₅	◉ ⏳	69	57	—	40	81	86
8893	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
8894	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
8895	MCP Custom Tools Server ⚡ Claim 1 A comprehensive MCP server with 30+ custom tools organized into categories: dat…	C 68 ⁵⁄₄	◉ ⏳	72	58	N/A	18	87	93
8896	Outlet das Cores CRM ⚡ Claim 1 Integrates CRM data with AI agents to manage leads, track pipeline statistics, …	C 68 ⁵⁄₅	◉ ⏳	72	60	—	32	74	94
8897	Memory MCP ⚡ Claim 1 Provides persistent AI agent memory using a local vector database for long-term…	C 68 ⁴⁄₄	◉ ⏳	48	N/A	N/A	27	95	99
8898	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
8899	Naver Search Docs MCP Server ⚡ Claim 1 Searches for official documentation using Naver Search API and filters results …	C 68 ⁵⁄₅	◉ ⏳	80	53	—	26	78	91
8900	mcp-file-preview ⚡ Claim 1 MCP server for HTML file preview and analysis - Has been weird with OS but good…	C 68 ⁵⁄₅	◉ ⏳	75	75	N/A	48	95	37

Showing 8851–8900 of 66484 servers

« Prev 1 … 176 177 178 179 180 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops