MCP Scoreboard

33332

Discovered

→

24739

Scored

→

1349

Verified

→

16957

Complete

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

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
13701	alphago2580-naramarketmcp ⚡ Claim 1 Access Korea’s G2B procurement and Nara Market data for bid notices, awards, co…	C 56 ⁶⁄₆	◉	78	63	0	46	80	69
13702	Lab Virtual MCP Server ⚡ Claim Enables remote Python code execution via the Model Context Protocol for secure,…	C 56 ⁵⁄₅	◉	54	43	—	25	74	81
13703	NEIS MCP Server ⚡ Claim Enables access to Korean school information through the National Education Info…	C 56 ⁵⁄₅	◉	60	43	—	24	81	64
13704	instagit ⚡ Claim 1 MCP server for Instagit — AI-powered Git repository analysis for coding agents	C 56 ⁶⁄₆	◉	51	73	0	55	72	91
13705	star ⚡ Claim A fully functional constellation MCP (Model Context Protocol) service, providin…	C 56 ⁶⁄₄	◉	72	67	0	45	95	56
13706	x402search-mcp ⚡ Claim Search 13,000+ x402-enabled APIs from your AI agent. Powered by x402search.xyz	C 56 ⁶⁄₄	◉ ⏳	72	63	0	32	75	92
13707	Teams Messenger MCP App Claim 1 A Model Context Protocol server that bridges Microsoft Teams with MCP-compatibl…	C 56 ⁵⁄₅	◉	51	32	—	20	81	94
13708	MCP-OpenAPI ⚡ Claim 2 An MCP server that exposes HTTP methods defined in an OpenAPI specification as …	C 56 ⁵⁄₅	◉	63	40	—	54	81	41
13709	Medicine Carousel MCP Server Claim Displays FDA-approved Lilly Direct pharmaceuticals in an interactive carousel i…	C 56 ⁶⁄₆	◉	66	67	0	24	81	96
13710	Developer Roadmaps MCP Server Claim Provides access to developer roadmap content from roadmap.sh, allowing users to…	C 56 ⁶⁄₆	◉	62	56	0	36	81	100
13711	simple-search ⚡ Claim Simple Tavily Search MCP Server This is a simplified version of the Tavily se…	C 56 ⁵⁄₄	◉	36	33	N/A	40	95	81
13712	Demo MCP Server ⚡ Claim A simple MCP server that provides a calculator tool, dynamic greeting resources…	C 56 ⁵⁄₄	◉	48	17	N/A	21	95	100
13713	Stochastic Thinking Server Claim Provide advanced stochastic algorithms and probabilistic decision-making capabi…	C 56 ⁶⁄₄	◉	84	42	0	31	95	80
13714	C411 MCP Server ⚡ Claim 1 Enables searching torrents, fetching metadata, and downloading torrent files fr…	C 56 ⁵⁄₅	◉	74	0	—	30	78	97
13715	PostgreSQL Full Access MCP Server ⚡ Claim 1 A Model Context Protocol server that provides LLMs with full read-write access …	C 56 ⁵⁄₅	◉	51	26	—	26	81	92
13716	Chess MCP Server ⚡ Claim Enables AI assistants to play, analyze, and track chess games with full rule va…	C 56 ⁵⁄₅	◉	56	17	—	24	83	100
13717	Jokes MCP Server Claim 1 A Model Context Protocol server that delivers various types of jokes (Chuck Nor…	C 56 ⁵⁄₅	◉	15	58	—	43	81	92
13718	Mock Store MCP Server Claim Enables AI agents to explore and query a mock e-commerce store's data including…	C 56 ⁵⁄₅	◉ ⏳	48	27	—	25	81	100
13719	MCP Learning Project Claim 1 A tutorial MCP server for learning the Model Context Protocol by building file …	C 56 ⁵⁄₄	◉	60	36	N/A	21	87	65
13720	JobApply MCP Server ⚡ Claim 1 A Model Context Protocol server that helps with job applications by analyzing j…	C 56 ⁵⁄₅	◉	51	26	—	22	81	98
13721	Kubernetes MCP ⚡ Claim 1 An MCP server that enables interaction with Kubernetes resources through natura…	C 56 ⁵⁄₄	◉	39	32	N/A	40	95	76
13722	Knowledge MCP Server ⚡ Claim Transforms a GitHub repository into a structured personal brain for AI to manag…	C 56 ⁵⁄₅	◉	68	0	—	35	81	96
13723	MCP Video Extraction Plus ⚡ Claim Enables video text extraction using multiple speech recognition providers inclu…	C 56 ⁵⁄₅	◉	66	41	—	28	81	57
13724	Remote MCP Server on Cloudflare ⚡ Claim 1 A Model Context Protocol server implementation designed to run on Cloudflare Wo…	C 56 ⁵⁄₅	◉	39	57	—	26	80	77
13725	Model Context Protocol Server Claim 1 Provides a standardized protocol for tool invocation, enabling an AI system to …	C 56 ⁵⁄₅	◉	78	33	—	43	76	41
13726	FGJ Multimedios MCP Server Claim Enables automated sending of institutional emails via Gmail SMTP with authentic…	C 56 ⁵⁄₅	◉	54	32	—	25	81	85
13727	Mailchimp MCP Server ⚡ Claim 1 A production-grade MCP server that integrates with the Mailchimp Marketing API …	C 56 ⁵⁄₅	◉	60	0	—	45	82	99
13728	Excel Tools MCP ⚡ Claim 1 An MCP server for reading, writing, and analyzing Excel files using Python, pan…	C 56 ⁵⁄₅	◉	39	28	N/A	45	76	96
13729	nan-forget ⚡ Claim AI that remembers. Local-first cross-session, cross-project long-term memory fo…	C 56 ⁵⁄₅	◉	62	0	N/A	58	69	97
13730	Device Log MCP Server ⚡ Claim Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka st…	C 56 ⁵⁄₅	◉	48	25	—	24	81	100
13731	PsyFlow-MCP ⚡ Claim A lightweight FastMCP server that enables language models to discover, clone, t…	C 56 ⁵⁄₅	◉	42	82	—	48	81	21
13732	Vulnerable MCP Server ⚡ Claim An educational MCP server demonstrating common security vulnerabilities like co…	C 56 ⁵⁄₄	◉	50	21	N/A	27	95	84
13733	Pinecone Economic Books Claim Enables semantic search through a Pinecone vector database containing economic …	C 56 ⁵⁄₅	◉	48	31	—	22	81	95
13734	Finance MCP Server Claim 1 A Model Context Protocol server built with FastMCP that provides financial data…	C 56 ⁵⁄₅	◉	39	32	—	28	80	100
13735	Sonos MCP Server ⚡ Claim A server that allows you to control and interact with Sonos devices on your net…	C 56 ⁵⁄₅	◉	48	27	—	22	81	100
13736	MCP Web Scraper Server Claim An advanced web search and scraping server that enables AI models to perform ta…	C 56 ⁶⁄₆	◉	72	55	0	24	81	99
13737	dawshund_mcp Claim 1 An MCP server based on dAWShund to enumerate AWS IAM data, analyze effective pe…	C 56 ⁵⁄₅	◉	55	32	—	16	80	92
13738	solana-launchpads-mcp ⚡ Claim 1 An MCP server that tracks daily activity and graduate metrics across multiple S…	C 56 ⁵⁄₅	◉	45	27	—	38	81	93
13739	Chop MCP TypeScript Claim 1 A Model Context Protocol server that enables interaction with Chop's Setup syst…	C 56 ⁵⁄₅	◉	33	60	—	23	81	80
13740	Remote MCP Server on Cloudflare ⚡ Claim 1 A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…	C 56 ⁵⁄₅	◉	39	57	—	26	78	75
13741	gtm-mcp-server Claim 1 An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once…	C 56 ⁶⁄₄	◉	73	10	0	73	92	99
13742	DuckDuckGo MCP Server ⚡ Claim Enables web searching through DuckDuckGo and fetching content from webpages. Pr…	C 56 ⁵⁄₅	◉	42	33	—	24	81	100
13743	NBA MCP Server ⚡ Claim 1 A Model Context Protocol server that enables LLMs to retrieve NBA data includin…	C 56 ⁵⁄₄	◉	39	25	N/A	22	95	100
13744	fund-mcp ⚡ Claim A fund knowledge base server based on Model Context Protocol (MCP), providing q…	C 56 ⁶⁄₄	◉	72	65	0	45	95	56
13745	Jokes MCP Server Claim 1 An MCP server that enables Microsoft Copilot Studio to retrieve random jokes fr…	C 56 ⁵⁄₅	◉	45	17	—	43	81	100
13746	Weather MCP Server ⚡ Claim 1 An MCP server that provides real-time weather information including temperature…	C 56 ⁵⁄₅	◉	45	22	—	41	82	94
13747	Country Explorer MCP Server ⚡ Claim Enables users to create rich country profiles by searching for high-quality ima…	C 56 ⁵⁄₅	◉	56	22	—	25	81	94
13748	Whoop MCP Server ⚡ Claim 1 A Model Context Protocol server that provides language models with access to pe…	C 56 ⁵⁄₅	◉	39	41	—	18	80	100
13749	MCP Server for Vertex AI Search Claim A server that enables document searching using Vertex AI with Gemini grounding,…	C 56 ⁶⁄₆	◉	96	38	0	59	81	64
13750	AI Book Agent MCP Server ⚡ Claim Provides AI assistants with intelligent access to ML textbook content for creat…	C 56 ⁵⁄₅	◉	48	33	—	24	81	91

Showing 13701–13750 of 33332 servers

« Prev 1 … 273 274 275 276 277 … 667 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops