MCP Scoreboard

66495

Discovered

→

31823

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 7 hours, 20 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
12901	Utility MCP Server ⚡ Claim Provides general-purpose utility tools for Computer Agent ecosystem integration…	C 60 ⁵⁄₅	◉ ⏳	54	41	—	22	81	97
12902	MCP Veracode Claim 1 An MCP server that enables users to interact with Veracode security services th…	C 60 ⁵⁄₅	◉ ⏳	33	67	—	35	76	91
12903	LmsPs ⚡ Claim Enables interaction with a persistent PowerShell session through LM Studio. Pro…	C 60 ⁵⁄₅	◉ ⏳	62	82	—	42	81	24
12904	Agentic Commerce MCP Demo Claim Enables interactive restaurant discovery and ordering through a synthetic comme…	C 60 ⁶⁄₆	◉ ⏳	72	73	0	42	81	91
12905	crypto-rss-mcp ⚡ Claim 1 An MCP server that aggregates real-time cryptocurrency news from multiple RSS f…	C 60 ⁵⁄₅	◉ ⏳	57	25	—	41	80	97
12906	HWP MCP Server ⚡ Claim A Node.js server that implements Model Context Protocol (MCP) for controlling H…	C 59 ⁵⁄₄	◉ ⏳	62	31	N/A	32	84	80
12907	FlashCardsMCP Claim A dockerized Python MCP server that manages flash card projects using OpenAI em…	C 59 ⁵⁄₅	◉ ⏳	68	27	—	16	76	100
12908	Adjust Reporting Server ⚡ Claim Access your Adjust data seamlessly from any MCP client. Query reports, metrics,…	C 59 ⁵⁄₅	◉ ⏳	60	42	N/A	23	81	80
12909	Jokes MCP Server Claim 1 An MCP server that retrieves jokes from three different sources: Chuck Norris j…	C 59 ⁵⁄₅	◉ ⏳	53	17	—	49	83	100
12910	Demo MCP Server ⚡ Claim A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…	C 59 ⁵⁄₄	◉ ⏳	48	30	N/A	24	95	97
12911	xigua-MCP Claim 1 A Model Context Protocol server that extends AI capabilities through tools for …	C 59 ⁵⁄₅	◉ ⏳	45	55	—	16	81	90
12912	Sample Python MCP Server ⚡ Claim Provide a Python-based MCP server implementation to enable integration of LLMs …	C 59 ⁵⁄₄	◉ ⏳	36	41	N/A	23	95	97
12913	trykittai-mcp-server ⚡ Claim trykittai-mcp-server	C 59 ⁵⁄₅	◉ ⏳	56	27	—	41	81	91
12914	Google Search Engine MCP Server ⚡ Claim Enables Google search queries and webpage content extraction through an MCP ser…	C 59 ⁶⁄₆	◉ ⏳	72	72	0	28	82	96
12915	ClinicalTrials.gov MCP Server ⚡ Claim Enables searching and retrieving information from the ClinicalTrials.gov databa…	C 59 ⁶⁄₆	◉ ⏳	100	50	0	27	81	85
12916	cursor-feedback-extension Claim Save your Cursor monthly quota! Unlimited AI interactions in one conversation v…	C 59 ⁶⁄₄	◉ ⏳	84	33	0	61	95	84
12917	MLflow MCP Server ⚡ Claim Enables AI assistants to interact with MLflow experiments, runs, and registered…	C 59 ⁵⁄₅	◉ ⏳	60	82	—	22	81	35
12918	samtools_mcp ⚡ Claim A Model Control Protocol implementation for SAMtools, providing a standardized …	C 59 ⁵⁄₅	◉ ⏳	72	28	—	23	76	90
12919	SendPulse Chatbots MCP Server ⚡ Claim Enables interaction with SendPulse Chatbots API to manage chatbot accounts, ret…	C 59 ⁶⁄₆	◉ ⏳	62	71	0	40	81	99
12920	Multi LLM Cross-Check MCP Server Claim A Model Control Protocol server that integrates with Claude Desktop to enable s…	C 59 ⁵⁄₅	◉ ⏳	60	25	—	38	76	96
12921	Fetch Weather from wttr Claim Fetches current and three-day weather forecasts for any city using the wttr wea…	C 59 ⁵⁄₅	◉ ⏳	60	30	—	34	81	90
12922	mcp-fetch ⚡ Claim A minimal MCP server that enables HTTP requests with any method, headers, and b…	C 59 ⁵⁄₅	◉ ⏳	50	33	—	45	81	90
12923	SQL MCP Server Claim Enables seamless interaction with MySQL, PostgreSQL, and SQLite databases throu…	C 59 ⁵⁄₅	◉ ⏳	54	53	—	26	71	86
12924	MySQL MCP Server ⚡ Claim 2 A Model Context Protocol server providing read-only access to MySQL databases, …	C 59 ⁵⁄₅	◉ ⏳	57	51	—	20	71	91
12925	kiwoom-mcp ⚡ Claim 2 An MCP server that enables natural language control of Kiwoom Securities accoun…	C 59 ⁵⁄₄	◉ ⏳	33	75	—	41	87	59
12926	Laravel Forge MCP Server Claim A minimalist MCP server that integrates with Laravel Forge, allowing users to m…	C 59 ⁵⁄₅	◉ ⏳	48	67	—	18	81	72
12927	Claude MCP Data Engineer Server ⚡ Claim Provides specialized tools for data engineering tasks like SQL formatting, dbt …	C 59 ⁵⁄₄	◉ ⏳	72	0	N/A	27	94	97
12928	PubMed Enhanced Search Claim Enables search and retrieval of academic papers from PubMed database with advan…	C 59 ⁵⁄₅	◉ ⏳	60	33	—	16	83	94
12929	0pi-mcp-server ⚡ Claim Store and retrieve data objects for free. Temporary cloud storage for agents. T…	C 59 ⁶⁄₄	◉ ⏳	90	33	0	46	95	90
12930	yuna0x0-hackmd-mcp ⚡ Claim 1 Interact with your HackMD notes and teams seamlessly. Manage your notes, view r…	C 59 ⁶⁄₆	◉ ⏳	57	72	0	75	70	94
12931	PitchLink MCP ⚡ Claim 1 An MCP server that reads startup pitch drafts from Notion to provide comprehens…	C 59 ⁵⁄₅	◉ ⏳	33	70	—	30	81	80
12932	Chess MCP Server ⚡ Claim Enables playing chess games with legal move validation and AI opponent moves po…	C 59 ⁵⁄₄	◉ ⏳	48	23	N/A	35	95	93
12933	React Native Expo MCP Claim 1 An MCP server designed for React Native and Expo development that provides spec…	C 59 ⁶⁄₄	◉ ⏳	57	68	0	42	92	96
12934	Card Magic MCP ⚡ Claim 1 Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…	C 59 ⁵⁄₅	◉ ⏳	56	41	—	50	83	62
12935	Fabkit MCP Server Claim Provides AI agents with comprehensive documentation and code patterns for the F…	C 59 ⁵⁄₅	◉ ⏳	78	0	—	30	83	99
12936	mcp-ytTranscript ⚡ Claim Simple MCP server that returns the transcription of a Youtube video using url a…	C 59 ⁵⁄₄	◉ ⏳	50	35	N/A	23	90	96
12937	Code Knowledge MCP Server ⚡ Claim 1 Provides a project memory bank and RAG context provider for enhanced code under…	C 59 ⁵⁄₄	◉ ⏳	60	25	N/A	26	90	89
12938	my_new_mcp_server ⚡ Claim	C 59 ⁵⁄₅	◉ ⏳	54	82	N/A	24	95	26
12939	inErrata MCP Server Claim Enables AI agents to search for answers, log unresolved questions, and automati…	C 59 ⁵⁄₅	◉ ⏳	76	0	—	35	81	99
12940	Price Service MCP ⚡ Claim Provides real-time and historical cryptocurrency price data from multiple excha…	C 59 ⁶⁄₆	◉ ⏳	86	55	0	29	81	95
12941	Bandmate MCP Server ⚡ Claim Provides access to the Bandmate REST API for managing songs with chord notation…	C 59 ⁶⁄₆	◉ ⏳	74	62	0	38	80	96
12942	Model Control Plane (MCP) Server Claim A server implementation that provides a unified interface for OpenAI services, …	C 59 ⁵⁄₅	◉ ⏳	48	33	—	44	81	92
12943	Skincare-MCP Claim Provides AI-based skin analysis from selfie image URLs, returning comprehensive…	C 59 ⁵⁄₅	◉ ⏳	54	100	—	23	81	21
12944	E-commerce MCP Server ⚡ Claim Provides tools to query e-commerce data including customer information, order d…	C 59 ⁵⁄₄	◉ ⏳	54	20	N/A	24	95	100
12945	System Info MCP Server ⚡ Claim Enables comprehensive system monitoring and diagnostics through 18 tools that p…	C 59 ⁵⁄₄	◉ ⏳	60	27	N/A	24	95	82
12946	Puppeteer MCP Server ⚡ Claim 3 A Model Context Protocol server that provides browser automation capabilities u…	C 59 ⁵⁄₅	◉ ⏳	57	82	N/A	16	82	42
12947	Cold Email Assistant ⚡ Claim Automates cold email outreach for job applications by parsing job postings, gen…	C 59 ⁵⁄₄	◉ ⏳	60	27	N/A	21	95	87
12948	NCDS Figma MCP Server ⚡ Claim Enables AI coding tools like Cursor to access Figma design data through the Mod…	C 59 ⁶⁄₆	◉ ⏳	66	70	0	58	81	85
12949	OptionsFlow MCP Server ⚡ Claim 2 A Model Context Protocol server that enables LLMs to analyze options chains, ca…	C 59 ⁵⁄₅	◉ ⏳	75	23	—	33	81	77
12950	RednoteMCP Claim Enables automated interaction with Xiaohongshu (Little Red Book) to search for …	C 59 ⁵⁄₄	◉ ⏳	56	36	N/A	27	87	87

Showing 12901–12950 of 66495 servers

« Prev 1 … 257 258 259 260 261 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops