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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
11451	mcp-ai-agent ⚡ Claim AI Agent built with Google ADK that leverages Google Maps MCP Server to answer …	C 63 ⁵⁄₄	◉	66	32	N/A	48	95	71
11452	Lotus Wisdom ⚡ Claim 1 Contemplative reasoning with Lotus Sutra wisdom framework and ext-apps visualiz…	C 63 ⁶⁄₆	◉	81	68	0	65	82	86
11453	Example MCP SSE Server Claim 1 A Model Context Protocol server that enables real-time communication using Serv…	C 63 ⁵⁄₄	◉	45	63	N/A	21	95	82
11454	Oura Ring MCP Server ⚡ Claim A Python-based Model Context Protocol server that provides AI assistants with a…	C 63 ⁵⁄₅	◉	60	35	—	45	80	98
11455	Prometheus MCP Server ⚡ Claim A tool that lets users access Prometheus metrics data through a Model Context P…	C 63 ⁵⁄₅	◉	72	43	—	18	82	91
11456	Planning Center Online (PCO) MCP Server Claim Integrates the Planning Center Online API with an MCP server to enable natural …	C 63 ⁵⁄₅	◉	62	30	—	40	81	100
11457	Office MCP Server ⚡ Claim AI-powered Office automation server that enables creating, editing, and process…	C 63 ⁵⁄₅	◉	78	30	—	40	81	78
11458	Qanat Goose MCP Extension Claim Integrates Square sandbox catalog and orders management with voice commands (vi…	C 63 ⁵⁄₄	◉	60	28	N/A	41	95	91
11459	memdata ⚡ Claim Persistent memory for AI agents. Store context, retrieve it semantically.	C 63 ⁶⁄₄	◉	72	72	0	52	83	100
11460	kaggle Claim This Kaggle MCP Server makes Kaggle more accessible by letting you browse compe…	C 63 ⁵⁄₄	◉	56	30	N/A	37	90	100
11461	MCP Docs Server Claim Provides direct access to local documentation files through simple search and o…	C 63 ⁵⁄₄	◉	66	22	N/A	34	95	93
11462	Veracode MCP ⚡ Claim Enables interaction with the Veracode platform to perform security tasks like r…	C 63 ⁵⁄₄	◉	60	41	N/A	25	90	94
11463	roundtable ⚡ Claim Meta-MCP server that unifies multiple AI coding assistants (Codex, Claude Code,…	C 63 ⁵⁄₅	◉	72	31	—	32	80	95
11464	mcp-google-ads ⚡ Claim An MCP tool that connects Google Ads with Claude AI/Cursor and others, allowing…	C 63 ⁶⁄₄	◉	76	66	0	50	90	95
11465	FastAPI MCP-Style Server Claim A minimal FastAPI implementation that mimics Model Context Protocol functionali…	C 63 ⁵⁄₅	◉	60	58	—	18	81	88
11466	Aerobic Design MCP Server ⚡ Claim An intelligent MCP server for the automated design and sizing of aerobic biolog…	C 63 ⁵⁄₅	◉	84	26	—	30	81	85
11467	MongoDB Movie Database Claim Enables querying and analyzing the MongoDB sample_mflix movie dataset through n…	C 63 ⁵⁄₅	◉	70	38	—	36	81	87
11468	Backlinks MCP ⚡ Claim 1 A MCP server for retrieving backlink information for any domain(SEO).	C 63 ⁵⁄₅	◉	57	37	—	47	80	97
11469	DBT Manifest MCP Server Claim Enables the analysis of DBT manifests with automatic schema version detection a…	C 63 ⁵⁄₅	◉	68	30	—	36	82	95
11470	Careerjet Job Search MCP Server Claim Provides job search functionality using Careerjet API with features for keyword…	C 63 ⁵⁄₅	◉	60	58	—	16	81	92
11471	Block MCP Server ⚡ Claim Enables AI agents to interact with multiple blockchain networks to check wallet…	C 63 ⁵⁄₅	◉	60	47	—	29	77	99
11472	Logaflow Claim Enhance your applications with real-time logging and monitoring capabilities. S…	C 63 ⁵⁄₄	◉	44	70	N/A	15	95	84
11473	WarpGBM MCP Service Claim Provides GPU-accelerated gradient boosting model training and inference through…	C 63 ⁶⁄₆	◉	94	67	0	32	81	96
11474	Prometheus MCP Server ⚡ Claim A tool that enables access to Prometheus metrics data through a Model Context P…	C 63 ⁵⁄₅	◉	72	41	—	18	80	93
11475	Plex MCP Server ⚡ Claim A Python-based MCP server that integrates with Plex Media Server API to search …	C 63 ⁵⁄₅	◉	60	43	—	26	81	98
11476	Kayzen Analytics MCP Server Claim An implementation that enables AI models to access and analyze Kayzen advertisi…	C 63 ⁵⁄₅	◉	54	61	—	22	81	92
11477	Exchange Rate MCP Server ⚡ Claim Enables currency conversion between 161+ currencies using real-time exchange ra…	C 63 ⁵⁄₅	◉	66	43	—	25	81	93
11478	Weather MCP Claim Enables users to get real-time weather information for any city in the world. P…	C 63 ⁵⁄₅	◉	62	50	—	42	81	78
11479	Intelligent Form Collection MCP Server Claim Enables intelligent form data collection for mediation/dispute resolution servi…	C 63 ⁵⁄₅	◉	86	32	—	16	76	91
11480	Dynamic Shell Command MCP Server Claim Enables secure execution of shell commands through a dynamic approval system th…	C 63 ⁵⁄₄	◉	62	27	N/A	39	95	93
11481	Seq MCP Server ⚡ Claim The Seq MCP Server enables interaction with Seq's API endpoints for logging and…	C 63 ⁵⁄₅	◉	66	82	—	48	81	27
11482	MCP-Gateway ⚡ Claim MCP-Gateway	C 63 ⁵⁄₅	◉	60	31	—	47	81	97
11483	Remote MCP Server (Authless) Claim Enables deployment of Model Context Protocol servers on Cloudflare Workers with…	C 63 ⁵⁄₅	◉	48	70	—	29	83	80
11484	jokes ⚡ Claim Jokes MCP — wraps JokeAPI v2 (free, no auth)	C 63 ⁵⁄₅	◉	90	0	—	47	81	97
11485	TypeScript MCP Server Boilerplate ⚡ Claim 1 A boilerplate project for quickly developing Model Context Protocol (MCP) serve…	C 63 ⁵⁄₄	◉	66	75	N/A	35	92	35
11486	kom Claim 1 Provides MCP multi-cluster Kubernetes management and operations. It can be inte…	C 63 ⁵⁄₅	◉	66	37	—	87	81	50
11487	MCP Medium Accelerator Claim A Claude Desktop MCP server that extracts and summarizes Medium articles from s…	C 63 ⁵⁄₄	◉	66	20	N/A	36	95	94
11488	MCP ⚡ Claim 2 Multi-channel inventory intelligence for Shopify and Amazon sellers. 28 tools f…	C 63 ⁶⁄₆	◉	94	65	0	49	82	84
11489	PermShell MCP ⚡ Claim 1 A Model Context Protocol server that allows LLMs to execute shell commands with…	C 63 ⁵⁄₅	◉	39	100	N/A	34	95	39
11490	vibe-mcp ⚡ Claim Social layer for Claude Code - DMs, presence, discovery, and games between AI-a…	C 63 ⁶⁄₄	◉	100	35	0	75	95	80
11491	Confluence MCP Server ⚡ Claim A server that enables AI models to interact with Confluence Data Center through…	C 63 ⁵⁄₅	◉	72	41	—	23	76	93
11492	Frontend Code Analysis MCP ⚡ Claim Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…	C 63 ⁵⁄₄	◉	78	31	N/A	32	95	71
11493	Octagon VC Agents ⚡ Claim 1 An MCP server that runs AI-driven venture capitalist agents whose thinking is c…	C 63 ⁵⁄₅	◉	49	62	—	46	81	76
11494	EdgeOne Geo MCP Server Claim Enables large language models to access user geolocation information through Ed…	C 63 ⁵⁄₅	◉	66	27	—	39	82	98
11495	Malaysia Prayer Time MCP Server ⚡ Claim 1 An MCP server that provides access to Malaysia prayer time data through Claude …	C 63 ⁶⁄₄	◉	81	65	0	43	92	95
11496	Product Management MCP Server Claim Provides tools for managing a product catalog, including functions to list, add…	C 63 ⁵⁄₅	◉	54	55	—	22	80	99
11497	MCP REST API Server ⚡ Claim A server implementation of the Model Context Protocol (MCP) that provides REST …	C 63 ⁵⁄₄	◉	54	37	N/A	23	95	100
11498	Robot Framework MCP Server ⚡ Claim 2 A Model Context Protocol server that enables generating and managing Robot Fram…	C 63 ⁵⁄₅	◉	45	82	N/A	45	95	44
11499	QoutaMCP ⚡ Claim Enables inspection and analysis of project structures to detect languages, fram…	C 63 ⁶⁄₄	◉	90	61	0	29	95	93
11500	otparse-mcp ⚡ Claim A containerized MCP server for parsing OT/ICS packet captures, specifically sup…	C 63 ⁵⁄₅	◉	60	32	—	54	83	91

Showing 11451–11500 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution