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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
5901	driftguard-mcp ⚡ Claim 1 MCP server for DriftGuard — exposes AI conversation drift scores and session he…	B 72 ⁵⁄₅	◉	69	75	N/A	30	95	80
5902	MCP Server Deepdive ⚡ Claim A Python-based MCP server implementation that can be easily installed via pip o…	B 72 ⁵⁄₅	◉	54	82	N/A	22	95	97
5903	Rabi MCP Server Claim Provides 5 quantum physics simulation tools for AMO (Atomic, Molecular and Opti…	B 72 ⁵⁄₅	◉	96	64	—	21	81	82
5904	MCP WebSearch Server ⚡ Claim Enables web searching via Google Search and AI Mode, plus advanced web scraping…	B 72 ⁵⁄₅	◉	72	100	—	29	81	60
5905	ServiceNow MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants and development tool…	B 72 ⁵⁄₅	◉	63	67	—	62	82	89
5906	m365-copilot-mcp ⚡ Claim Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…	B 72 ⁵⁄₅	◉	72	67	—	47	82	89
5907	GitLab Pipeline MCP Server ⚡ Claim Enables AI clients to manage GitLab pipelines through natural language commands…	B 72 ⁵⁄₅	◉	78	72	—	21	81	92
5908	video-analyzer ⚡ Claim Analyze videos: extract frames, transcribe audio, generate storyboard breakdown…	B 72 ⁵⁄₄	◉	72	62	N/A	27	95	93
5909	agentskin ⚡ Claim 2 The Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-effic…	B 72 ⁵⁄₄	◉	84	67	N/A	37	68	94
5910	Date Operations MCP ⚡ Claim Enables date and time operations including formatting, arithmetic, comparisons,…	B 72 ⁵⁄₅	◉	74	60	—	45	81	96
5911	ALM X++ MCP Server Claim 50 AI tools for D365 F&O: X++ search, ADO integration, code gen, security traci…	B 72 ⁶⁄₆	◉ ⏳	78	80	73	23	81	85
5912	Notion MCP Server Claim 1 A simple server that integrates with Claude to allow querying and manipulating …	B 72 ⁵⁄₅	◉	90	61	—	20	81	94
5913	db-mcp-server Claim A high-performance multi-database MCP server built with Golang, supporting MySQ…	B 72 ⁵⁄₄	◉	82	27	N/A	84	87	84
5914	MCP Tabular Data Analysis Server ⚡ Claim 1 Enables comprehensive analysis of CSV files and SQLite databases through tools …	B 72 ⁵⁄₅	◉	60	82	N/A	22	95	90
5915	MCP Search Server Claim 1 Web search, content extraction, PDF parsing, plus datetime and geolocation tool…	B 72 ⁵⁄₄	◉	100	30	N/A	75	95	58
5916	zerodha-kite Claim 1 MCP server for Zerodha Kite Connect API - India's leading stock broker trading …	B 72 ⁵⁄₅	◉	63	58	—	55	86	97
5917	YouTube Transcript MCP Server ⚡ Claim Enables fetching, searching, and analyzing YouTube video transcripts in multipl…	B 72 ⁵⁄₅	◉ ⏳	88	58	—	27	81	94
5918	Songsterr MCP ⚡ Claim Enables users to search for guitar, bass, and drum tabs on Songsterr by song ti…	B 72 ⁵⁄₄	◉	62	71	N/A	27	94	95
5919	Quickchart-MCP-Server ⚡ Claim 2 An MCP server for generating customizable data visualizations using QuickChart.…	B 72 ⁵⁄₅	◉	79	63	—	47	80	84
5920	MCP Memory Server - HTTP Streaming ⚡ Claim Enables creation and management of knowledge graphs with entities, relationship…	B 72 ⁵⁄₅	◉	80	68	—	21	81	94
5921	homebase ⚡ Claim School district lookup, PA EIT tax rates, and mortgage affordability calculator	B 72 ⁴⁄₄	◉	54	N/A	N/A	37	95	98
5922	RedNote MCP ⚡ Claim Enables users to search and retrieve content from Xiaohongshu (Red Book) platfo…	B 72 ⁵⁄₅	◉	72	100	N/A	44	95	34
5923	bolor-brain-mcp ⚡ Claim 2 Cognitive architecture MCP server with memory, learning, and contextual underst…	B 72 ⁵⁄₅	◉	78	91	N/A	61	88	30
5924	Google Patents MCP Server ⚡ Claim 1 A Model Context Protocol server that enables searching Google Patents informati…	B 72 ⁵⁄₅	◉	63	75	—	45	81	91
5925	Shopify MCP Server ⚡ Claim 1 Provides integration with Shopify to list and search for products via the Shopi…	B 72 ⁵⁄₄	◉	72	67	N/A	30	87	96
5926	Zenrus MCP ⚡ Claim 1 Provides real-time currency exchange rates for USD and EUR against the Russian …	B 72 ⁵⁄₅	◉	84	60	—	24	82	100
5927	xcodebuild ⚡ Claim Build iOS Xcode workspace/project and feed back errors to llm.	B 72 ⁵⁄₄	◉	78	52	N/A	48	87	92
5928	VSCode MCP Python Server ⚡ Claim A production-ready MCP server that enables Claude to interact with local codeba…	B 72 ⁵⁄₄	◉	96	31	N/A	40	88	99
5929	Together AI Image MCP Server ⚡ Claim 2 Enables the generation of images using Together AI's models through an MCP serv…	B 72 ⁵⁄₅	◉	78	68	—	38	78	91
5930	RAGmonsters Custom PostgreSQL MCP Server Claim A domain-specific MCP server that provides optimized API access to the RAGmonst…	B 72 ⁵⁄₅	◉	80	58	—	36	80	96
5931	Seedream 4.0 MCP Server ⚡ Claim Enables AI image generation using Volcano Engine's Seedream 4.0 API with text-t…	B 72 ⁵⁄₅	◉	84	51	—	54	81	86
5932	SMRT Documentation MCP Server Claim Enables querying the SMRT framework documentation by automatically routing ques…	B 72 ⁵⁄₅	◉	86	58	—	30	81	95
5933	iReader MCP ⚡ Claim Enables extraction of content from various web sources including webpages, YouT…	B 72 ⁵⁄₅	◉	72	47	—	60	82	100
5934	MCP Vulnerability Checker Server ⚡ Claim 1 A Model Context Protocol server providing security vulnerability intelligence t…	B 72 ⁵⁄₅	◉	75	55	—	48	82	98
5935	heap-seance ⚡ Claim 1 Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT, and async…	B 72 ⁵⁄₄	◉	72	43	N/A	65	90	92
5936	Obsidian Diary MCP Server ⚡ Claim Enables AI-powered journaling in Obsidian with dynamic reflection prompts gener…	B 72 ⁵⁄₄	◉	76	60	N/A	27	95	90
5937	diffpilot Claim 1 MCP server for PR code review, commit messages, changelogs, and secret detectio…	B 72 ⁵⁄₄	◉	81	53	N/A	27	90	96
5938	Huawei CCE MCP Server ⚡ Claim Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…	B 72 ⁵⁄₄	◉	66	72	N/A	32	84	100
5939	Unsloth MCP Server Claim 1 Provides tools for optimizing, fine-tuning, and deploying large language models…	B 72 ⁵⁄₅	◉	90	100	—	20	81	44
5940	MCP Demo Server Claim A stateless HTTP streaming MCP server built with Express that provides tools to…	B 72 ⁵⁄₄	◉	78	41	N/A	40	95	98
5941	HiveFlow MCP Server ⚡ Claim Connects AI assistants (Claude, Cursor, etc.) directly to HiveFlow automation p…	B 72 ⁵⁄₅	◉	78	65	—	44	74	93
5942	Claude Code History MCP Server ⚡ Claim 2 An MCP server that enables users to retrieve, filter, and search through Claude…	B 72 ⁵⁄₄	◉	69	65	N/A	26	90	99
5943	thinqconnect-mcp ⚡ Claim Interact with LG ThinQ smart home devices and appliances through the ThinQ Conn…	B 72 ⁵⁄₅	◉	84	40	—	61	78	97
5944	Shodan MCP Server ⚡ Claim Enables comprehensive security reconnaissance, vulnerability assessment, and th…	B 72 ⁵⁄₅	◉	78	55	—	45	81	95
5945	Talk to Figma MCP ⚡ Claim Allows Cursor AI to communicate with Figma for reading designs and modifying th…	B 72 ⁵⁄₅	◉	78	57	—	39	78	99
5946	Saros MCP Server ⚡ Claim 1 Enables AI agents to interact with Saros DeFi through natural language, providi…	B 72 ⁵⁄₅	◉	78	91	—	45	81	55
5947	PlantUML MCP Server ⚡ Claim 1 Enables AI assistants to generate UML diagrams from text descriptions using Pla…	B 72 ⁵⁄₄	◉	78	58	N/A	27	87	100
5948	Ghibli Video MCP Server ⚡ Claim 1 A TypeScript-based server that converts static images into animated videos with…	B 72 ⁵⁄₅	◉	78	65	—	40	78	92
5949	MCP Intercom Server ⚡ Claim 2 Provides access to Intercom conversations and chats through the Model Context P…	B 72 ⁵⁄₅	◉	86	68	—	17	81	93
5950	Weather MCP Server ⚡ Claim Enables real-time weather information retrieval and local search history manage…	B 72 ⁵⁄₄	◉	74	58	N/A	24	95	96

Showing 5901–5950 of 33332 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution

Biggest Gainers

Biggest Drops