MCP Scoreboard

47628

Discovered

→

29604

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 19 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
8201	MCP Google Workspace Server ⚡ Claim 1 A Model Context Protocol server that enables AI agents to interact with Google …	C 69 ⁵⁄₅	◉ ⏳	63	100	—	50	81	42
8202	mcp-go Claim Build Model Context Protocol (MCP) servers in Go	C 69 ⁵⁄₄	◉ ⏳	62	35	N/A	69	95	91
8203	Time MCP ⚡ Claim Provides time-related tools for LLM applications, enabling retrieval of current…	C 69 ⁵⁄₅	◉ ⏳	72	58	—	24	81	100
8204	mcp-local-rag ⚡ Claim "primitive" RAG-like web search model context protocol (MCP) server that runs l…	C 69 ⁵⁄₄	◉ ⏳	64	31	N/A	77	91	88
8205	arkforge-mcp ⚡ Claim Third-party certifying proxy — sign any HTTP call (AI agents, webhooks, microse…	C 69 ⁵⁄₅	◉ ⏳	72	42	—	54	80	96
8206	vuln-nist-mcp-server ⚡ Claim A Model Context Protocol (MCP) server for querying NIST National Vulnerability …	C 69 ⁵⁄₅	◉ ⏳	80	36	—	45	87	92
8207	email-insights ⚡ Claim 1 An MCP server that provides structured analytics for email data by extracting s…	C 69 ⁵⁄₄	◉ ⏳	65	56	N/A	25	95	94
8208	PBIXRay MCP Server ⚡ Claim Enables LLM clients to analyze and interact with Power BI (.pbix) files, provid…	C 69 ⁵⁄₄	◉ ⏳	72	31	N/A	45	95	99
8209	Hedera MCP Server Claim A production-ready Node.js server that enables decentralized communication betw…	C 69 ⁵⁄₅	◉ ⏳	72	70	—	23	76	94
8210	arifOS — Constitutional AI Governance ⚡ Claim 1 Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-…	C 69 ⁵⁄₅	◉ ⏳	66	36	—	83	77	93
8211	YouTube MCP Server ⚡ Claim Enables interaction with YouTube videos by extracting metadata, captions in mul…	C 69 ⁵⁄₅	◉ ⏳	90	45	—	19	80	98
8212	Advanced Hasura GraphQL MCP Server Claim Enables AI agents to interact with Hasura GraphQL endpoints to discover schema …	C 69 ⁵⁄₅	◉ ⏳	60	72	—	32	80	92
8213	MiniMax-Coding-Plan-MCP ⚡ Claim Specialized MCP server for coding workflows with web search and image analysis …	C 69 ⁵⁄₄	◉ ⏳	70	43	—	50	89	93
8214	freshrelease Claim	C 69 ⁵⁄₄	◉ ⏳	62	61	N/A	16	95	99
8215	ContextGraph ⚡ Claim 1 Shared memory bus for MCP-compatible agents with permissions, subscriptions, an…	C 69 ⁵⁄₄	◉ ⏳	90	0	N/A	79	87	96
8216	12306-MCP ⚡ Claim 2 A Model Context Protocol server that allows large language models to search for…	C 69 ⁵⁄₅	◉ ⏳	37	100	—	43	81	80
8217	RAGFlow MCP Server ⚡ Claim Enables interaction with the RAGFlow API to manage knowledge base datasets and …	C 69 ⁵⁄₅	◉ ⏳	78	63	—	26	80	88
8218	awsome_kali_MCPServers ⚡ Claim awsome kali MCPServers is a set of MCP servers tailored for Kali Linux	C 69 ⁵⁄₄	◉ ⏳	72	48	N/A	45	87	91
8219	Githru Insights Claim Discover top contributors by file, branch, or PR area to route reviews and clar…	C 69 ⁵⁄₄	◉ ⏳	70	35	N/A	53	95	94
8220	MCP HTTP Server Demo Claim A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…	C 69 ⁵⁄₅	◉ ⏳	74	57	—	22	82	100
8221	KPIC MCP Server ⚡ Claim Enables users to search and retrieve detailed pharmaceutical drug information f…	C 69 ⁵⁄₅	◉ ⏳	72	100	—	54	81	24
8222	ClickSend MCP Server ⚡ Claim 1 This server enables AI models to send SMS messages and initiate Text-to-Speech …	C 69 ⁵⁄₅	◉ ⏳	78	45	—	37	81	96
8223	WebP Batch Converter ⚡ Claim 1 An MCP server that enables batch conversion of images to WebP format with confi…	C 69 ⁵⁄₅	◉ ⏳	69	57	—	39	81	92
8224	Oura Ring MCP Server Claim Enables access to Oura Ring health data including sleep patterns, activity metr…	C 69 ⁵⁄₅	◉ ⏳	66	65	—	26	81	98
8225	tachibot-mcp ⚡ Claim 2 Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…	C 69 ⁵⁄₄	◉ ⏳	96	31	N/A	70	64	84
8226	my-mcp-server ⚡ Claim	C 69 ⁵⁄₄	◉ ⏳	66	61	N/A	24	95	91
8227	sequential-thinking-mcp ⚡ Claim Simple sequential thinking MCP in python	C 69 ⁵⁄₄	◉ ⏳	72	27	N/A	70	92	91
8228	Sakura Cloud MCP Server ⚡ Claim 2 An MCP server implementation that enables AI assistants to interact with and ma…	C 69 ⁵⁄₅	◉ ⏳	63	100	—	22	81	62
8229	Random Value MCP Server ⚡ Claim Generates random integers within a specified range and random alphanumeric stri…	C 69 ⁵⁄₅	◉ ⏳	72	58	—	26	81	100
8230	cesium-mcp ⚡ Claim AI-powered 3D globe control via MCP. Connect any MCP-compatible AI agent to Ces…	C 69 ⁵⁄₄	◉ ⏳	72	31	N/A	63	92	87
8231	MCP Notes ⚡ Claim A personal knowledge management system built on the Model Context Protocol that…	C 69 ⁵⁄₅	◉ ⏳	78	55	—	27	81	92
8232	vtimestamp-write ⚡ Claim 1 MCP server for creating vtimestamp proofs on the Verus blockchain via a local o…	C 69 ⁵⁄₄	◉ ⏳	57	61	N/A	54	83	91
8233	mcp ⚡ Claim 1 MCP server for Dev Proxy that enables AI assistants to interact with Dev Proxy.	C 69 ⁵⁄₄	◉ ⏳	47	52	N/A	59	95	100
8234	word2pdf_hello_mcp ⚡ Claim Create friendly, personalized greetings on demand. Toggle pirate mode for playf…	C 69 ⁵⁄₄	◉ ⏳	64	55	N/A	23	95	100
8235	KPC Component Library MCP Server ⚡ Claim 1 AI code generation service for KPC component library that solves hallucination …	C 69 ⁵⁄₅	◉ ⏳	78	58	—	25	82	91
8236	Magic Component Platform ⚡ Claim AI-driven tool that helps developers create beautiful UI components instantly t…	C 69 ⁵⁄₄	◉ ⏳	72	58	N/A	24	95	86
8237	Notes MCP Server ⚡ Claim 1 A simple note storage system that lets users create and summarize notes with va…	C 69 ⁵⁄₄	◉ ⏳	78	52	N/A	17	90	97
8238	MCP Label Printer ⚡ Claim 1 Enables printing labels with QR codes and text to a Brother QL-810W printer via…	C 69 ⁵⁄₄	◉ ⏳	78	52	N/A	21	90	94
8239	SP Database MCP Server ⚡ Claim 1 A Model Context Protocol server that provides real-time database schema informa…	C 69 ⁵⁄₅	◉ ⏳	65	61	—	41	80	92
8240	xtai-mcp-data-analysis ⚡ Claim 1 An MCP server for data analysis and visualization supporting CSV and Excel file…	C 69 ⁵⁄₄	◉ ⏳	69	66	N/A	27	95	78
8241	GitHub MCP Server Claim 1 An MCP server that allows Claude and other MCP-compatible LLMs to interact with…	C 69 ⁵⁄₅	◉ ⏳	69	66	—	28	80	95
8242	TrustAtom MCP Server ⚡ Claim 1 Provides cryptographic signing and verification for AI decisions to generate ve…	C 69 ⁵⁄₅	◉ ⏳	86	45	N/A	35	80	91
8243	Redmine Analytics and Automation MCP Se… Claim A comprehensive MCP server providing advanced Redmine project analytics, web au…	C 69 ⁵⁄₅	◉ ⏳	78	56	—	30	81	88
8244	JSON Logs MCP Server ⚡ Claim JSON Logs MCP Server	C 69 ⁵⁄₅	◉ ⏳	86	87	—	34	81	37
8245	github-projects-mcp ⚡ Claim github-projects-mcp	C 69 ⁵⁄₅	◉ ⏳	72	46	—	47	81	98
8246	Arca MCP ⚡ Claim 1 An MCP server providing semantic memory storage and retrieval using vector embe…	C 69 ⁵⁄₅	◉ ⏳	57	68	—	48	78	94
8247	MedVision MCP ⚡ Claim 1 Provides AI-powered medical image analysis tools for LLM agents, enabling tasks…	C 69 ⁵⁄₄	◉ ⏳	72	45	N/A	42	90	90
8248	Podman MCP Server ⚡ Claim Enables AI tools to manage containerized applications through Podman, supportin…	C 69 ⁵⁄₅	◉ ⏳	78	53	—	21	81	99
8249	Snowflake MCP Server ⚡ Claim Enables Claude to interact with Snowflake data warehouses through natural langu…	C 69 ⁵⁄₅	◉ ⏳	78	47	—	43	76	97
8250	Weishaupt WEM Portal ⚡ Claim Control and monitor Weishaupt heating systems via the WEM Portal	C 69 ⁵⁄₅	◉ ⏳	100	0	N/A	79	71	100

Showing 8201–8250 of 47628 servers

« Prev 1 … 163 164 165 166 167 … 953 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops