MCP Scoreboard

66427

Discovered

→

31779

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 59 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6051	SMRT Documentation MCP Server Claim Enables querying the SMRT framework documentation by automatically routing ques…	B 72 ⁵⁄₅	◉ ⏳	86	58	—	30	81	95
6052	Supabase MCP Server ⚡ Claim Connects AI assistants to Supabase projects, enabling them to manage tables, qu…	B 72 ⁵⁄₅	◉ ⏳	84	65	—	44	81	79
6053	Self MCP Server ⚡ Claim Enables developers to integrate privacy-preserving identity verification from t…	B 72 ⁵⁄₅	◉ ⏳	62	82	—	49	81	80
6054	Notes MCP Server Claim 2 A TypeScript-based MCP server that enables users to manage text notes with feat…	B 72 ⁵⁄₄	◉ ⏳	78	68	N/A	17	90	92
6055	grok-imagine-mcp Claim 1 An MCP server that automates a headless Chromium browser to generate images usi…	B 72 ⁵⁄₄	◉ ⏳	67	71	N/A	27	95	91
6056	Flutter MCP ⚡ Claim A real-time server that provides Flutter/Dart documentation and pub.dev package…	B 72 ⁵⁄₄	◉ ⏳	78	38	N/A	67	95	83
6057	Grafana MCP Server ⚡ Claim Enables AI-powered integration with Grafana instances through 52 MCP tools for …	B 72 ⁵⁄₅	◉ ⏳	96	43	—	38	81	93
6058	Droid Bar MCP Server ⚡ Claim 1 Enables AI agents to visit a virtual bar and interact with SERVO, an AI bartend…	B 72 ⁵⁄₅	◉ ⏳	86	52	—	29	82	100
6059	Seroost Search MCP Server ⚡ Claim Enables AI agents to perform semantic code search across entire codebases using…	B 72 ⁵⁄₄	◉ ⏳	78	50	N/A	24	95	100
6060	bugsnag-mcp ⚡ Claim 2 An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)	B 72 ⁵⁄₅	◉ ⏳	75	66	—	28	82	100
6061	Xiaohongshu (Little Red Book) MCP Server Claim Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.	B 72 ⁵⁄₄	◉ ⏳	76	41	N/A	47	95	99
6062	Research Paper Ingestion MCP Server ⚡ Claim Enables searching, downloading, and analyzing academic papers from arXiv and Se…	B 72 ⁵⁄₅	◉ ⏳	94	53	—	28	81	89
6063	langchaingo-mcp-adapter Claim A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) …	B 72 ⁵⁄₄	◉ ⏳	60	57	N/A	48	95	100
6064	Store Scraper MCP ⚡ Claim 1 Enables querying and retrieving data from App Store and Google Play Store, incl…	B 72 ⁵⁄₅	◉ ⏳	84	100	—	35	81	41
6065	Perplexity MCP Server ⚡ Claim 1 Facilitates web search capabilities using Perplexity's API, allowing users to r…	B 72 ⁵⁄₅	◉ ⏳	94	41	—	40	81	94
6066	Cursor Talk to Figma MCP ⚡ Claim Implements a Model Context Protocol integration between Cursor AI and Figma, al…	B 72 ⁵⁄₅	◉ ⏳	78	56	—	40	81	98
6067	SupaMCPBuilder ⚡ Claim 1 A runtime-configurable MCP server for Supabase databases that enables dynamic t…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	32	76	96
6068	BPMN-MCP ⚡ Claim 1 An MCP server that enables AI assistants to programmatically create, modify, an…	B 72 ⁵⁄₅	◉ ⏳	75	91	N/A	44	95	41
6069	OpenAI Assistant MCP Server ⚡ Claim Enables interaction with OpenAI's Chat Completion and Assistants APIs, supporti…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	24	81	99
6070	DeepL MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to translate and rep…	B 72 ⁵⁄₅	◉ ⏳	57	71	—	53	81	99
6071	QA-MCP: Test Standardization & Orchestr… Claim Enables LLM clients to generate standardized test cases, perform quality contro…	B 72 ⁵⁄₅	◉ ⏳	72	51	—	76	83	81
6072	sh-disney-mcp ⚡ Claim sh-disney-mcp 是一个基于 Model Context Protocol (MCP) 的mcp server，旨在通过标准化的接口，帮助大模型快速…	B 72 ⁵⁄₅	◉ ⏳	66	56	N/A	69	82	93
6073	mcp-windows-server ⚡ Claim Enables AI assistants to control Windows systems through natural language comma…	B 72 ⁵⁄₄	◉ ⏳	94	28	N/A	58	95	78
6074	Dedalus MCP Documentation Server ⚡ Claim Enables AI-powered querying and serving of markdown documentation with search, …	B 72 ⁵⁄₅	◉ ⏳	84	46	—	44	81	98
6075	Docker MCP ⚡ Claim Enables Docker container management directly through Claude using the Model Con…	B 72 ⁵⁄₅	◉ ⏳	90	58	—	23	81	94
6076	ZIP MCP ⚡ Claim A powerful ZIP file processing tool that enables creating, extracting, listing,…	B 72 ⁵⁄₄	◉ ⏳	78	53	N/A	45	95	82
6077	OpenAlex Author Disambiguation MCP Serv… ⚡ Claim Enables streamlined academic research and author disambiguation by providing AI…	B 72 ⁵⁄₅	◉ ⏳	74	66	—	48	82	86
6078	Chroma MCP Server ⚡ Claim 1 A Model Context Protocol server integration that creates a persistent, searchab…	B 72 ⁵⁄₅	◉ ⏳	81	58	—	49	80	86
6079	Facebook Ads Library MCP Server Claim This MCP server lets you search Facebook's Ad Library, retrieve brand ads, and …	B 72 ⁵⁄₄	◉ ⏳	72	51	N/A	49	95	89
6080	MCP Stdio Server ⚡ Claim 1 A Model Context Protocol server that provides tools for mathematical calculatio…	B 72 ⁵⁄₄	◉ ⏳	77	53	N/A	24	95	100
6081	rideshare-comparison-mcp ⚡ Claim Compare Uber and Lyft prices for any route in real-time with fare estimates, su…	B 72 ⁵⁄₅	◉ ⏳	90	61	—	24	81	92
6082	ChiCTR MCP Server ⚡ Claim Enables querying clinical trial information from the Chinese Clinical Trial Reg…	B 72 ⁵⁄₅	◉ ⏳	88	100	—	45	81	30
6083	Weather MCP Server ⚡ Claim Enables real-time weather information retrieval and local search history manage…	B 72 ⁵⁄₄	◉ ⏳	74	58	N/A	24	95	96
6084	Hyperledger Fabric MCP Server Claim Enables AI assistants to interact with Hyperledger Fabric blockchain networks, …	B 72 ⁵⁄₅	◉ ⏳	78	58	—	42	80	95
6085	db-mcp-server Claim A high-performance multi-database MCP server built with Golang, supporting MySQ…	B 72 ⁵⁄₄	◉ ⏳	82	27	N/A	84	87	84
6086	Viterbit MCP Server Claim Enables interaction with Viterbit recruitment API for managing candidates, jobs…	B 72 ⁵⁄₅	◉ ⏳	84	67	—	22	82	91
6087	WebSurfer MCP ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to securely fetch an…	B 72 ⁵⁄₅	◉ ⏳	79	62	—	31	81	98
6088	MCPGame Claim A multiplayer first-person 3D virtual house environment with interactive elemen…	B 72 ⁵⁄₅	◉ ⏳	84	62	—	19	81	100
6089	agentskin ⚡ Claim 2 The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…	B 72 ⁵⁄₄	◉ ⏳	84	67	N/A	37	68	94
6090	Sinch MCP Server ⚡ Claim 1 Provides a set of tools to interact with Sinch APIs for messaging, voice, verif…	B 72 ⁵⁄₅	◉ ⏳	74	100	—	53	81	42
6091	MCP Dungeon Game ⚡ Claim An idle dungeon crawler game playable through conversation, featuring equipment…	B 72 ⁵⁄₅	◉ ⏳	72	100	N/A	45	95	36
6092	Example MCP Server ⚡ Claim A simple demonstration MCP server that provides a basic 'say_hello' tool for gr…	B 72 ⁵⁄₄	◉ ⏳	66	60	N/A	29	95	100
6093	AndroidTVMCP ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to control Android T…	B 72 ⁵⁄₄	◉ ⏳	81	31	N/A	53	95	99
6094	Yahoo Finance MCP Server ⚡ Claim Provides real-time stock quotes, historical price data, financial news, and mul…	B 72 ⁵⁄₅	◉ ⏳	86	56	—	25	81	100
6095	Wireshark-MCP ⚡ Claim 1 Wireshark network packet analysis MCP Server with capture, protocol stats, fiel…	B 72 ⁵⁄₄	◉ ⏳	76	22	N/A	84	90	94
6096	Google Patents MCP Server ⚡ Claim 1 A Model Context Protocol server that enables searching Google Patents informati…	B 72 ⁵⁄₅	◉ ⏳	63	75	—	45	81	91
6097	Together AI Image MCP Server ⚡ Claim 2 Enables the generation of images using Together AI's models through an MCP serv…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	38	78	91
6098	unichat-ts-mcp-server ⚡ Claim Send requests to OpenAI, MistralAI, Anthropic, xAI, or Google AI using MCP prot…	B 72 ⁵⁄₅	◉ ⏳	78	62	—	45	81	89
6099	Google Sheets MCP Server ⚡ Claim Enables AI assistants to access, search, and analyze Google Spreadsheets throug…	B 72 ⁵⁄₅	◉ ⏳	72	66	—	39	81	94
6100	skysql-mcp ⚡ Claim Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…	B 72 ⁵⁄₅	◉ ⏳	68	68	—	45	76	99

Showing 6051–6100 of 66427 servers

« Prev 1 … 120 121 122 123 124 … 1329 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops