MCP Scoreboard

33332

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24009

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1218

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16953

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Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

Biggest Gainers

Servicialo MCP Server +2 AgentLore +1 freightgate-mcp-server +1

Biggest Drops

Nursing Home Database -8 Singularity Layer MCP -7 Singapore Business Directory -7

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
13351	Bilibili MCP Server ⚡ Claim Enables interaction with Bilibili (B站) platform through API and web scraping. S…	C 58 ⁵⁄₅	◉	60	31	—	21	81	91
13352	MCP File System Server ⚡ Claim 1 A Model Context Protocol server that provides secure, sandboxed file system ope…	C 58 ⁵⁄₄	◉	39	38	N/A	23	92	99
13353	LTS MCP Server Claim Provides Philippine License to Sell (LTS) verification data from official DHSUD…	C 58 ⁶⁄₆	◉	60	65	0	53	81	94
13354	AI SQL Assistant MCP Server Claim Handles SQL query execution for a natural language interface to SQLite database…	C 58 ⁵⁄₄	◉	72	25	N/A	34	88	65
13355	Codebase Insights MCP Server ⚡ Claim Analyzes API codebases from GitHub and Bitbucket repositories to generate Postm…	C 58 ⁶⁄₆	◉	86	36	0	47	81	100
13356	PDF MCP Server Claim Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…	C 58 ⁵⁄₄	◉	42	31	N/A	27	95	92
13357	kube-mcp ⚡ Claim 1 An MCP server that enables interaction with Kubernetes/Minikube clusters throug…	C 58 ⁵⁄₅	◉	35	68	—	38	81	64
13358	Bookstore MCP Server ⚡ Claim Enables users to manage and interact with a bookstore through natural language,…	C 58 ⁵⁄₅	◉	42	40	—	26	81	100
13359	Overleaf MCP Server ⚡ Claim Enables read-only interaction with Overleaf LaTeX projects through compatible c…	C 58 ⁵⁄₅	◉	50	30	—	26	81	100
13360	Zoo MCP Server ⚡ Claim A FastMCP-based server that provides tools for retrieving animal species lists …	C 58 ⁵⁄₅	◉	58	15	—	42	83	93
13361	MCP API Gateway Claim A unified local API gateway providing caching, rate limiting, and full Model Co…	C 58 ⁵⁄₅	◉	94	27	—	25	81	47
13362	IsItDown MCP Server ⚡ Claim 1 An MCP server that allows users to check if a website is experiencing downtime …	C 58 ⁵⁄₅	◉	49	26	—	41	81	96
13363	Deep Graph MCP Server Claim Enables seamless interaction with public or private code graphs from DeepGraph …	C 58 ⁶⁄₆	◉	72	36	0	73	81	94
13364	JS Reverse MCP Claim 1 An MCP server for JavaScript reverse engineering that enables AI to perform bro…	C 58 ⁵⁄₄	◉	63	25	N/A	80	92	34
13365	mastra-course-test Claim	C 58 ⁵⁄₄	◉	42	46	N/A	20	95	81
13366	Indian Stock Exchange MCP Server Claim Provides comprehensive financial data and insights for companies listed on BSE …	C 58 ⁶⁄₆	◉	70	66	0	27	81	100
13367	tidbits-memory ⚡ Claim Enables AI agents to record and rank learnings, facts, and methods through a co…	C 58 ⁵⁄₅	◉	62	22	—	27	83	90
13368	PostgreSQL MCP Server ⚡ Claim Enables direct execution of PostgreSQL queries through the Model Context Protoc…	C 58 ⁵⁄₅	◉	66	25	—	21	81	91
13369	Semantic Search MCP Server ⚡ Claim Enables AI agents to perform semantic search over codebases by converting natur…	C 58 ⁵⁄₅	◉	66	82	—	21	77	29
13370	astra-db ⚡ Claim 1 An MCP server for Astra DB workloads	C 58 ⁶⁄₄	◉	35	65	0	72	94	98
13371	TAPD MCP Server ⚡ Claim Integrates with the Tencent Agile Product Development (TAPD) platform to manage…	C 58 ⁵⁄₅	◉	68	40	—	30	81	61
13372	obo-mcp ⚡ Claim 1 An MCP server designed for managing One-By-One (OBO) review sessions through sp…	C 58 ⁵⁄₄	◉	45	31	N/A	30	92	92
13373	Taskmaster MCP Server Claim Provides AI agents with simplified task management through a 4-step workflow (c…	C 58 ⁵⁄₅	◉	66	25	—	25	81	85
13374	Baidu Cloud AI Content Safety MCP Server ⚡ Claim A server that provides access to Baidu Cloud's content moderation capabilities …	C 58 ⁵⁄₅	◉	56	35	—	39	81	76
13375	Word MCP Server ⚡ Claim A Python application that allows creating and editing Microsoft Word (.docx) do…	C 58 ⁵⁄₄	◉	54	31	N/A	18	95	84
13376	FastMCP Demo Server ⚡ Claim A demonstration server showcasing MCP capabilities with basic tools including a…	C 58 ⁵⁄₅	◉	56	30	—	24	83	93
13377	MCP Time Server ⚡ Claim Provides current time information with support for multiple IANA timezones, def…	C 58 ⁵⁄₅	◉	48	35	—	24	81	100
13378	Crawl4AI MCP Wrapper ⚡ Claim Enables web scraping, crawling, and content extraction through Crawl4AI Docker …	C 58 ⁵⁄₅	◉	54	38	—	22	81	89
13379	TBC Guidelines Automation System Claim Provides real-time TBC Bank development standards compliance checking and code …	C 58 ⁵⁄₅	◉	48	36	—	26	81	100
13380	Edinburgh Festivals MCP Server ⚡ Claim 1 An MCP server that provides tools for querying the Edinburgh Festivals API to r…	C 58 ⁵⁄₅	◉	57	18	—	46	81	91
13381	Appointment Scheduler MCP Server ⚡ Claim Enables scheduling and managing appointments through a PostgreSQL database, all…	C 58 ⁵⁄₅	◉	48	33	—	25	81	100
13382	ServiceNow CMDB MCP Server Claim Enables interaction with ServiceNow CMDB tables through a Model Context Protoco…	C 58 ⁵⁄₄	◉	56	33	N/A	16	95	85
13383	Jina AI MCP Server ⚡ Claim Provides access to Jina AI's Search Foundation APIs for embeddings, web search,…	C 58 ⁶⁄₆	◉	66	68	0	41	81	92
13384	Brev Claim 1 Run, build, train, and deploy ML models on the cloud.	C 58 ⁶⁄₄	◉	78	63	0	17	95	87
13385	file-finder-mcp ⚡ Claim 2 A MCP server that allows searching for files in the filesystem based on path fr…	C 58 ⁵⁄₄	◉	63	56	N/A	20	92	46
13386	mcp-scholar ⚡ Claim "mcp\_scholar" is a Python-based tool for searching and analyzing Google Schola…	C 58 ⁵⁄₄	◉	50	31	N/A	28	91	89
13387	TypeScript MCP Server Boilerplate ⚡ Claim 1 A boilerplate project for quickly developing Model Context Protocol (MCP) serve…	C 58 ⁵⁄₄	◉	48	58	N/A	31	92	56
13388	ZeroBounce MCP Server ⚡ Claim 1 A Model Context Protocol server that allows interaction with the ZeroBounce ema…	C 58 ⁵⁄₅	◉	53	31	—	23	81	99
13389	Git PR MCP Server Claim 1 An MCP server that enables Git repository operations and GitHub PR workflows, a…	C 58 ⁵⁄₅	◉	55	36	—	23	81	91
13390	Bear Notes MCP Server ⚡ Claim 1 A Model Context Protocol server that provides Claude with access to search, ret…	C 58 ⁵⁄₄	◉	47	31	N/A	21	95	92
13391	MCP File System Server ⚡ Claim 1 This server provides an interface for performing basic file system operations s…	C 58 ⁵⁄₄	◉	56	30	N/A	21	82	98
13392	Tauri Docs MCP Server ⚡ Claim Provides AI assistants with real-time access to official Tauri documentation fr…	C 58 ⁶⁄₆	◉	84	53	0	38	81	91
13393	Nobitex Market Data MCP Server Claim 1 An MCP server that provides access to cryptocurrency market data from the Nobit…	C 58 ⁵⁄₅	◉	49	58	—	23	81	70
13394	datadog Claim provide access to monitor and cluster logs from datadog	C 58 ⁵⁄₅	◉	54	43	—	28	78	81
13395	ikaliMCP Server Claim Provides a secure interface for AI assistants to interact with penetration test…	C 58 ⁵⁄₄	◉	60	31	N/A	21	95	78
13396	Google Sheets MCP ⚡ Claim 1 An MCP server that enables AI agents to read, create, and modify Google Spreads…	C 58 ⁶⁄₆	◉	63	60	0	48	81	100
13397	Token Info MCP Server Claim Provides comprehensive smart contract analysis for EVM tokens, including proxy …	C 58 ⁵⁄₄	◉	54	35	N/A	18	87	90
13398	Sui MCP Server ⚡ Claim 2 An MCP server providing tools for Sui blockchain interaction, including wallet …	C 58 ⁵⁄₅	◉	39	50	—	30	71	99
13399	MCP Prompt Enhancer Claim Intelligently analyzes codebases to enhance LLM prompts with relevant context, …	C 58 ⁵⁄₄	◉	48	33	N/A	21	95	89
13400	Resume Parser MCP Claim Enables parsing of raw resume text into structured JSON format with organized s…	C 58 ⁵⁄₅	◉	50	42	—	26	81	90

Showing 13351–13400 of 33332 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution

Biggest Gainers

Biggest Drops