MCP Scoreboard

54421

Discovered

→

29776

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 3 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
12201	MCP Server Learning ⚡ Claim Enables educational and learning tasks including flashcard generation with Anki…	C 61 ⁵⁄₅	◉ ⏳	60	40	—	30	80	90
12202	Remote MCP Server (Authless) Claim A deployable Cloudflare Workers service that implements Model Context Protocol …	C 61 ⁵⁄₅	◉ ⏳	48	68	—	26	84	71
12203	Kali Linux MCP Server Claim Enables AI assistants to perform penetration testing and security assessments b…	C 61 ⁵⁄₅	◉ ⏳	72	31	—	40	69	90
12204	@baselab-me/signals-mcp Claim Enables AI agents to create and post signal coins on the Base blockchain throug…	C 61 ⁶⁄₆	◉ ⏳	78	72	0	50	80	87
12205	Mammoth MCP Server ⚡ Claim Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…	C 61 ⁶⁄₄	◉ ⏳	66	60	0	56	95	91
12206	Coding Todo Server Claim 2 An MCP server that provides tools and resources for managing a coding project's…	C 61 ⁵⁄₄	◉ ⏳	39	58	N/A	12	95	96
12207	Redfish MCP Server ⚡ Claim Enables AI agents and LLMs to control and monitor Redfish-enabled hardware thro…	C 61 ⁶⁄₆	◉ ⏳	84	73	0	23	81	98
12208	MCP-Creator-MCP ⚡ Claim A meta-MCP server that helps users create new MCP servers through AI guidance, …	C 61 ⁵⁄₅	◉ ⏳	72	33	—	23	81	88
12209	interzoid-get-weather-by-zip-code-api ⚡ Claim 1 An MCP Server that provides weather information by ZIP code using Interzoid's A…	C 61 ⁵⁄₄	◉ ⏳	45	52	N/A	21	89	91
12210	Databricks MCP Server Claim A FastAPI-based server that provides tools for local file management and Databr…	C 61 ⁵⁄₅	◉ ⏳	66	41	—	16	81	94
12211	keithah-tessie-mcp Claim Unofficial integration! ## ✨ Key Features ### 💰 Financial Intelligence - **Smar…	C 61 ⁶⁄₆	◉ ⏳	72	63	0	73	81	88
12212	棒読みちゃんMCPサーバー (Node.js版) Claim 1 A Model Context Protocol server that enables AI assistants like Claude to use B…	C 61 ⁵⁄₄	◉ ⏳	33	57	N/A	41	95	78
12213	Quack MCP Server Claim An intelligent continuous integration server that provides automated Python cod…	C 61 ⁵⁄₅	◉ ⏳	60	31	—	37	81	93
12214	Warpmetrics MCP Server ⚡ Claim Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…	C 61 ⁶⁄₄	◉ ⏳	84	43	0	53	95	94
12215	GitLab MCP for Code Review ⚡ Claim 1 An MCP server that integrates AI assistants like Claude with GitLab's merge req…	C 61 ⁵⁄₅	◉ ⏳	45	37	—	45	81	99
12216	logseq-mcp-tools ⚡ Claim 1	C 61 ⁵⁄₅	◉ ⏳	68	82	N/A	29	95	16
12217	Unipile MCP Server ⚡ Claim 1 Enables AI models to interact with messages from various messaging platforms (M…	C 61 ⁶⁄₆	◉ ⏳	84	65	0	36	81	97
12218	Singapore LTA MCP Server Claim 1 Facilitates real-time access to Singapore's Land Transport Authority (LTA) tran…	C 61 ⁶⁄₆	◉ ⏳	96	67	0	19	81	89
12219	Prometheus MCP ⚡ Claim A proof-of-concept Prometheus MCP server, which likely enables Claude AI to int…	C 61 ⁵⁄₄	◉ ⏳	58	32	N/A	38	87	89
12220	Artificial Virtual Assistant (AVA) Claim 1 An MCP server that provides AI applications with a toolset for an Artificial Vi…	C 61 ⁵⁄₄	◉ ⏳	27	50	N/A	44	95	96
12221	MCP-RAG Claim An MCP-compatible system that handles large files (up to 200MB) with intelligen…	C 61 ⁵⁄₅	◉ ⏳	56	40	—	37	81	92
12222	MCP Alchemy Server ⚡ Claim Provides access to financial transaction data from XB database, enabling lookup…	C 61 ⁵⁄₅	◉ ⏳	54	50	—	29	80	89
12223	skill4agent-mcp-server ⚡ Claim 1 MCP Server for skill4agent - Search, view, and install AI skills in AI conversa…	C 61 ⁶⁄₆	◉ ⏳	94	63	0	25	80	93
12224	nestjs-mcp ⚡ Claim NestJS module for seamless Model Context Protocol (MCP) server integration usin…	C 61 ⁵⁄₄	◉ ⏳	78	33	N/A	71	92	28
12225	GitHub Integration MCP Server ⚡ Claim 1 Extracts diffs from GitHub Pull Requests, allowing users to retrieve and analyz…	C 61 ⁵⁄₅	◉ ⏳	72	33	—	13	81	94
12226	PDF Reader MCP Server ⚡ Claim Enables reading and extracting content from PDF documents including text (as Ma…	C 61 ⁵⁄₄	◉ ⏳	48	41	N/A	27	95	91
12227	MuseScore MCP Server Claim 1 A Model Context Protocol server that provides programmatic control over MuseSco…	C 61 ⁵⁄₄	◉ ⏳	51	22	N/A	50	94	91
12228	Scientific Calculator MCP Server ⚡ Claim Provides advanced mathematical calculation capabilities including symbolic alge…	C 61 ⁵⁄₅	◉ ⏳	94	33	—	42	81	45
12229	MCP Browser Agent ⚡ Claim A browser automation agent that enables Claude to interact with web browsers th…	C 61 ⁵⁄₄	◉ ⏳	54	31	N/A	42	87	90
12230	mcp-server-strava ⚡ Claim Integration Strava API с Model Context Protocol SDK	C 61 ⁵⁄₅	◉ ⏳	66	33	—	51	81	73
12231	Remote MCP Server on Cloudflare ⚡ Claim A server that implements the Model Context Protocol (MCP) on Cloudflare Workers…	C 61 ⁵⁄₅	◉ ⏳	54	57	N/A	26	80	79
12232	YouTube Transcript Extractor MCP ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to extract transcrip…	C 61 ⁵⁄₄	◉ ⏳	39	53	N/A	20	95	94
12233	Grok MCP Server ⚡ Claim Enables interaction with the Grok AI through an MCP server, supporting chat com…	C 61 ⁶⁄₆	◉ ⏳	74	71	0	42	81	99
12234	MCP Web Tools Server ⚡ Claim 2 A Model Context Protocol server that allows LLMs to interact with web content t…	C 61 ⁵⁄₅	◉ ⏳	63	28	—	32	82	95
12235	MCP_3 Claim Provides paper search and management capabilities along with weather queries, d…	C 61 ⁵⁄₅	◉ ⏳	72	25	—	24	81	96
12236	Python MCP Server ⚡ Claim A demonstration MCP server built with fastmcp that provides basic utility tools…	C 61 ⁵⁄₄	◉ ⏳	60	30	N/A	26	95	91
12237	test Claim test	C 61 ⁵⁄₄	◉ ⏳	54	35	N/A	18	95	100
12238	MCP Selenium Server ⚡ Claim 2 A Model Context Protocol server implementation that enables browser automation …	C 61 ⁵⁄₅	◉ ⏳	45	82	N/A	44	89	39
12239	MCP System Info Server ⚡ Claim A lightweight MCP server that provides real-time hardware statistics including …	C 61 ⁵⁄₄	◉ ⏳	54	26	N/A	27	95	100
12240	MCP Metaso ⚡ Claim 1 A Model Context Protocol server that enables Claude and compatible AI assistant…	C 61 ⁵⁄₅	◉ ⏳	47	46	—	57	80	79
12241	Digital Zen Garden (數位枯山水) MCP Server Claim Enables AI agents to create and interact with ASCII-based Zen gardens through t…	C 61 ⁵⁄₅	◉ ⏳	54	50	—	27	81	90
12242	Google-Scholar-MCP-Server ⚡ Claim 🔍 Enable AI assistants to search and access Google Scholar papers through a sim…	C 61 ⁵⁄₅	◉ ⏳	70	27	—	24	83	96
12243	Crossword MCP Server ⚡ Claim Enables solving crossword puzzles by loading grid and clue files, registering c…	C 61 ⁵⁄₄	◉ ⏳	48	41	N/A	42	95	77
12244	braintree-mcp-server ⚡ Claim Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…	C 61 ⁵⁄₄	◉ ⏳	60	47	N/A	26	84	83
12245	Remote MCP Server (Authless) Claim Enables deployment of MCP servers without authentication on Cloudflare Workers.…	C 61 ⁵⁄₅	◉ ⏳	48	67	—	21	81	80
12246	Codebuddy MCP Server Claim A cognitive scaffolding platform that helps AI agents break down complex tasks …	C 61 ⁵⁄₅	◉ ⏳	72	30	—	19	83	94
12247	pAIchart MCP Hub Claim MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…	C 61 ⁵⁄₅	◉ ⏳	76	10	—	42	81	95
12248	modbus-mcp ⚡ Claim 1 An MCP server that standardizes and contextualizes industrial Modbus data.	C 61 ⁵⁄₄	◉ ⏳	45	35	N/A	43	95	91
12249	MCP Demo Server ⚡ Claim A demonstration server based on Model Context Protocol (MCP) that showcases how…	C 61 ⁵⁄₅	◉ ⏳	72	75	—	23	81	37
12250	Fabric MCP ⚡ Claim A Python-based MCP server that enables interaction with Microsoft Fabric APIs f…	C 61 ⁵⁄₅	◉ ⏳	54	41	—	27	80	98

Showing 12201–12250 of 54421 servers

« Prev 1 … 243 244 245 246 247 … 1089 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops