MCP Scoreboard

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24039

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1224

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16961

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Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
10651	Debug MCP ⚡ Claim 1 A debugging gateway for distributed systems that provides 17 tools for interact…	C 65 ⁵⁄₅	◉	72	33	—	49	78	93
10652	SQL MCP Server ⚡ Claim 1 A Model Context Protocol server that provides a standardized interface for inte…	C 65 ⁵⁄₅	◉	63	82	N/A	22	95	46
10653	File Finder MCP Server Claim 2 Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…	C 65 ⁵⁄₅	◉	72	91	—	16	81	46
10654	Ant Design MCP Server ⚡ Claim Fetches and structures Ant Design v4 component documentation into JSON format, …	C 65 ⁵⁄₄	◉	42	51	N/A	46	95	94
10655	PVV MCP Server ⚡ Claim Enables text-to-speech synthesis using VOICEVOX Web API with customizable speak…	C 65 ⁵⁄₄	◉	62	20	N/A	69	95	84
10656	mcp-lite-dev ⚡ Claim 共学《MCP极简开发》项目代码	C 65 ⁵⁄₄	◉	60	43	N/A	30	95	90
10657	facturx-mcp ⚡ Claim 1 An MCP server for electronic invoicing that enables generating, validating, and…	C 65 ⁵⁄₅	◉	75	82	—	33	81	38
10658	Votars MCP Claim Votars is the world's smartest multilingual meeting assistant, designed for voi…	C 65 ⁵⁄₅	◉	62	57	—	16	82	98
10659	OpenAI MCP Server ⚡ Claim Provides tools to manage OpenAI API keys and spending through the OpenAI API. R…	C 65 ⁵⁄₅	◉	54	100	—	43	81	38
10660	Serper Search and Scrape ⚡ Claim Habilite recursos poderosos de pesquisa na web e extração de conteúdo. Realize …	C 65 ⁵⁄₄	◉	72	40	N/A	17	95	89
10661	AutoCAD MCP Server ⚡ Claim A server that enables natural language interaction with AutoCAD through large l…	C 65 ⁵⁄₄	◉	66	28	N/A	36	95	97
10662	Terraform Cloud MCP Server ⚡ Claim Enables AI assistants to interact with Terraform Cloud workspaces and runs, inc…	C 65 ⁵⁄₅	◉	66	100	—	24	81	38
10663	Fusion MCP ⚡ Claim 1 A Model Context Protocol server that connects LLMs with Autodesk Fusion, enabli…	C 65 ⁵⁄₄	◉	59	36	N/A	42	95	93
10664	Product Data Tools MCP Server ⚡ Claim A basic MCP server setup guide demonstrating how to configure and run Python-ba…	C 65 ⁵⁄₄	◉	72	36	N/A	21	95	90
10665	palate-mcp-server ⚡ Claim 2 MCP server for Palate Network — query trust-weighted venue recommendations from…	C 65 ⁵⁄₅	◉	45	68	—	32	80	96
10666	AEMET-MCP ⚡ Claim 1 An MCP server that allows retrieving meteorological and climate data from Spain…	C 65 ⁵⁄₅	◉	51	41	—	65	80	97
10667	superjob-mcp ⚡ Claim 2 MCP server for SuperJob.ru API — vacancy search, employers. Requires API key.	C 65 ⁴⁄₄	◉	45	N/A	N/A	58	83	77
10668	Chrome Profile MCP Server Claim 1 An MCP server that enables AI agents to control a real Google Chrome instance u…	C 65 ⁵⁄₄	◉	39	62	N/A	37	87	99
10669	MCP Weather Service Claim A simple service using Model Context Protocol (MCP) to provide weather informat…	C 65 ⁵⁄₅	◉	54	100	—	43	81	39
10670	commercetools MCP Essentials ⚡ Claim 1 An MCP server that enables AI agents to interact with the commercetools Composa…	C 65 ⁵⁄₅	◉	75	40	—	66	82	62
10671	NPM Context Agent MCP ⚡ Claim 1 Provides comprehensive contextual information about npm packages including READ…	C 65 ⁵⁄₅	◉	66	82	—	46	81	40
10672	Audius MCP Server ⚡ Claim 1 Enables interaction with the Audius music platform API, supporting user, track,…	C 65 ⁵⁄₅	◉	64	58	—	41	74	82
10673	fal ⚡ Claim 1 MCP server for interacting with fal.ai models and services. Uses the latest str…	C 65 ⁵⁄₅	◉	63	43	—	41	81	94
10674	FluentCRM MCP Server Claim Enables management of FluentCRM marketing automation directly from Cursor, incl…	C 65 ⁵⁄₅	◉	94	65	—	28	81	39
10675	Logstash MCP Server Claim 1 A Model Context Protocol server that provides comprehensive tools for monitorin…	C 65 ⁵⁄₅	◉	63	56	—	16	81	100
10676	mcp-server-mcp-registry ⚡ Claim 1 MCP Server for MCP Registry to discover and search for available MCP servers in…	C 65 ⁵⁄₄	◉	47	61	N/A	33	92	91
10677	Music Studio ⚡ Claim Music studio: ABC notation composition and Strudel live coding with ext-apps UI.	C 65 ⁵⁄₄	◉	84	0	N/A	55	92	95
10678	DiagramMCP ⚡ Claim Enables the dynamic generation of various software development diagrams, such a…	C 65 ⁵⁄₅	◉	72	56	—	16	81	90
10679	Cost Management MCP ⚡ Claim 1 An MCP server for unified cost tracking and analysis across AWS, OpenAI, and An…	C 65 ⁵⁄₅	◉	85	57	—	60	81	36
10680	YesDev MCP Server ⚡ Claim Automatically logs developer work hours and manages tasks, projects, requiremen…	C 65 ⁵⁄₅	◉	68	100	—	25	81	35
10681	Gmail MCP Server Claim Enables interaction with Gmail through the Gmail API to read, send, and manage …	C 65 ⁵⁄₅	◉	68	41	—	42	81	89
10682	gptr-mcp ⚡ Claim MCP server for enabling LLM applications to perform deep research via the MCP p…	C 65 ⁵⁄₅	◉	70	28	N/A	59	81	92
10683	tweetsave-mcp ⚡ Claim Twitter/X analysis without token waste. Fetch tweets, download media. No API ke…	C 65 ⁶⁄₆	◉	84	75	0	54	81	96
10684	Korean Patent MCP ⚡ Claim Enables searching and analyzing Korean patents through the KIPRIS API using nat…	C 65 ⁵⁄₅	◉	66	46	—	50	81	82
10685	MCP Reflection Tool ⚡ Claim Provides a 'reflect' tool that creates cognitive checkpoints for AI assistants,…	C 65 ⁵⁄₅	◉	60	57	—	24	81	96
10686	call-for-papers-mcp Claim Call for papers MCP	C 65 ⁵⁄₅	◉	70	31	N/A	53	82	91
10687	MCP Agent with DashScope Claim 2 An MCP server that integrates Alibaba's DashScope platform, providing AI chat t…	C 65 ⁵⁄₅	◉	57	71	—	33	76	82
10688	BeeBoo MCP Server Claim 1 Enables AI agents to interact with BeeBoo's human-in-the-loop infrastructure fo…	C 65 ⁵⁄₅	◉	96	0	—	46	82	100
10689	Container MCP Server Claim Enables weather lookups, mathematical calculations, and context-aware operation…	C 65 ⁵⁄₅	◉	60	57	—	18	81	99
10690	SceneCraft MCP Claim Converts plain text scripts into structured storyboards with shot breakdowns us…	C 65 ⁵⁄₅	◉	60	57	—	42	81	79
10691	MCP Presidio ⚡ Claim 2 An MCP server that enables LLMs to detect and anonymize over 25 types of Person…	C 65 ⁵⁄₅	◉	69	37	—	45	80	93
10692	TypeScript MCP Server Boilerplate ⚡ Claim A boilerplate project for quickly developing Model Context Protocol (MCP) serve…	C 65 ⁵⁄₄	◉	66	65	N/A	27	95	58
10693	SpaceTraders MCP Server ⚡ Claim 1 An MCP server that enables AI agents to interact with the SpaceTraders API, man…	C 65 ⁵⁄₄	◉	57	41	N/A	39	95	90
10694	Remote MCP Server (Authless) Claim A template for deploying unauthenticated MCP servers on Cloudflare Workers that…	C 65 ⁵⁄₄	◉	48	68	N/A	27	95	82
10695	Binary Reader MCP Claim 2 A Model Context Protocol server for reading and analyzing binary files, with in…	C 65 ⁵⁄₄	◉	75	41	N/A	16	95	87
10696	ArXiv MCP Server ⚡ Claim 1 Enables AI assistants to search and access arXiv research papers through a simp…	C 65 ⁵⁄₅	◉	78	74	—	43	81	38
10697	Jokes MCP Server Claim 1 An MCP server that allows Copilot Studio and GitHub Copilot to generate differe…	C 65 ⁵⁄₅	◉	41	67	—	55	80	87
10698	Tinyman MCP Server ⚡ Claim 2 An MCP server that enables interaction with the Tinyman AMM DEX on the Algorand…	C 65 ⁵⁄₅	◉	45	56	—	53	82	95
10699	MCP Issue ⚡ Claim Enables automatic GitHub issue creation from Git diffs. Generates structured is…	C 65 ⁵⁄₅	◉	60	63	—	19	81	91
10700	LinkedIn MCP Server ⚡ Claim Enables Claude to access and analyze LinkedIn profile data through the Model Co…	C 65 ⁵⁄₅	◉	72	32	—	47	80	90

Showing 10651–10700 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution