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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
9701	MCP Image Recognition Server Claim Provides image recognition capabilities using Anthropic Claude Vision and OpenA…	C 67 ⁵⁄₅	◉	72	41	—	41	81	94
9702	AgentCost MCP Server Claim Provides real-time AI model pricing, cost estimation, and budget management too…	C 67 ⁵⁄₅	◉ ⏳	66	52	—	35	83	92
9703	AutoSOC Agent Claim An automated security operations center MCP server that uses LLMs and network a…	C 67 ⁵⁄₄	◉	68	60	N/A	25	92	78
9704	Real Time News Data MCP Server ⚡ Claim Enables access to real-time news articles through search, topic headlines, full…	C 67 ⁵⁄₅	◉	56	100	—	45	81	44
9705	Open Food Facts MCP Server Claim Enables LLMs to search for food products and retrieve detailed nutritional info…	C 67 ⁵⁄₄	◉	60	56	N/A	19	95	98
9706	MCP RAG System Claim A Retrieval-Augmented Generation system that enables uploading, processing, and…	C 67 ⁵⁄₄	◉	54	66	N/A	19	95	94
9707	LayerZero OFT MCP Server Claim A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…	C 67 ⁵⁄₅	◉	60	58	—	41	81	91
9708	AgentMail MCP Server ⚡ Claim Enables creating temporary email inboxes and sending emails through the AgentMa…	C 67 ⁵⁄₅	◉	54	68	—	26	82	100
9709	AI Charts Claim 2 An MCP server that enables AI assistants to programmatically create and manage …	C 67 ⁵⁄₅	◉ ⏳	81	27	—	45	82	99
9710	IoTDB MCP Server ⚡ Claim A server that enables running SQL queries against IoTDB databases, providing da…	C 67 ⁵⁄₅	◉	62	48	—	51	82	90
9711	mcp_sdk_petstore_api Claim A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…	C 67 ⁵⁄₅	◉	94	41	—	22	78	86
9712	Quant2Ptrader-MCP ⚡ Claim 1 Automatically converts JoinQuant quantitative trading strategies to Ptrade plat…	C 67 ⁵⁄₅	◉	86	42	—	31	82	85
9713	BlenderMCP ⚡ Claim Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…	C 67 ⁵⁄₄	◉	66	32	N/A	44	95	99
9714	Agentic MCP Weather System ⚡ Claim Provides intelligent weather services through an orchestrated multi-server arch…	C 67 ⁵⁄₅	◉	72	38	—	42	81	100
9715	gis-mcp ⚡ Claim A Model Context Protocol server that connects LLMs to GIS operations, enabling …	C 67 ⁵⁄₅	◉	64	33	N/A	74	82	87
9716	GIT MCP Server ⚡ Claim Node.js server implementing Model Context Protocol for git operations, enabling…	C 67 ⁵⁄₅	◉	78	82	N/A	27	95	33
9717	OpenNews MCP ⚡ Claim A cryptocurrency news aggregation server providing AI-powered sentiment ratings…	C 67 ⁵⁄₅	◉ ⏳	60	46	—	57	78	96
9718	WireMCP ⚡ Claim 1 A Model Context Protocol server that provides LLMs with real-time network traff…	C 67 ⁵⁄₄	◉	51	60	N/A	48	84	92
9719	Fork Parity MCP ⚡ Claim 1 An MCP server that helps users track and manage fork parity with upstream repos…	C 66 ⁵⁄₅	◉	63	100	—	42	81	33
9720	solar-mcp ⚡ Claim Solar indices and space weather MCP server. SFI, SSN, Kp, DSCOVR, NOAA alerts.	C 66 ⁵⁄₄	◉ ⏳	66	28	N/A	38	94	100
9721	AkTools MCP Server ⚡ Claim 1 MCP Server for stock and crypto	C 66 ⁵⁄₅	◉ ⏳	47	100	N/A	76	95	12
9722	Odoo-MCP ⚡ Claim 1 Enables interaction with Odoo ERP systems through XML-RPC, providing access to …	C 66 ⁵⁄₅	◉	72	38	—	45	78	95
9723	browser-mcp Claim 1 An MCP server that allows users to interact with their browser through natural …	C 66 ⁵⁄₄	◉	57	55	N/A	23	90	100
9724	Weather MCP ⚡ Claim 1 A Model Context Protocol server that enables natural language weather queries f…	C 66 ⁵⁄₄	◉	63	65	N/A	21	95	72
9725	mcp-pdf2md ⚡ Claim PDF to Markdown conversion tool	C 66 ⁵⁄₄	◉	62	41	N/A	44	90	94
9726	TypeScript MCP Server Boilerplate ⚡ Claim 1 A starter kit for quickly building Model Context Protocol (MCP) servers using t…	C 66 ⁵⁄₄	◉	66	72	N/A	32	90	59
9727	WASM MCP Server Claim 1 This server enables running a Model Context Protocol in a web browser with func…	C 66 ⁵⁄₅	◉	78	60	—	21	77	83
9728	go_serper_mcp_server ⚡ Claim A Go-based MCP server that provides comprehensive access to the Serper Google S…	C 66 ⁵⁄₅	◉	70	45	—	37	81	92
9729	PostgreSQL MCP Server ⚡ Claim 1 Provides read-only access to PostgreSQL databases, enabling users to list table…	C 66 ⁵⁄₅	◉	68	57	—	27	80	92
9730	DaVinci Resolve MCP Server Claim Allows AI assistants like Claude to directly interact with and control DaVinci …	C 66 ⁵⁄₄	◉ ⏳	72	31	N/A	49	77	100
9731	MCP-NTP Time Service ⚡ Claim 1 A Model Context Protocol server that provides accurate network time services fo…	C 66 ⁵⁄₄	◉	57	41	N/A	39	95	97
9732	Playlist-MCP ⚡ Claim An experimental MCP server that makes YouTube playlist transcripts available fo…	C 66 ⁵⁄₄	◉	78	25	N/A	38	95	87
9733	image-tools-mcp ⚡ Claim 2 Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …	C 66 ⁵⁄₅	◉	66	87	—	50	80	40
9734	SVG Converter Tools MCP ⚡ Claim 1 Enables high-quality conversion of SVG files to PNG, ICO, and JPG formats with …	C 66 ⁵⁄₅	◉	62	100	N/A	39	92	23
9735	Logpush MCP ⚡ Claim Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…	C 66 ⁵⁄₅	◉	66	52	—	27	80	99
9736	MCP Goose Subagents Server ⚡ Claim 1 An MCP server that enables AI clients to delegate tasks to autonomous developer…	C 66 ⁵⁄₅	◉	69	100	—	24	81	40
9737	Company MCP Server ⚡ Claim Enables AI to interact with internal company systems through API integration, s…	C 66 ⁵⁄₅	◉	80	100	—	42	81	6
9738	Obsidian MCP ⚡ Claim Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools	C 66 ⁵⁄₄	◉	88	0	N/A	57	89	99
9739	Nager MCP v102 MCP Server ⚡ Claim Provides access to the Nager.Date API through the Model Context Protocol, allow…	C 66 ⁵⁄₄	◉	68	43	N/A	27	92	95
9740	Oso Cloud MCP Server ⚡ Claim Easily understand your authorization by querying the OSO Cloud API using natura…	C 66 ⁵⁄₄	◉	48	61	N/A	26	90	100
9741	FastAPI + MCP + Gemini Integration Claim Enables Gemini AI to interact with a FastAPI application through MCP tools for …	C 66 ⁵⁄₄	◉	66	47	N/A	19	90	99
9742	Kolada MCP Server ⚡ Claim Provides access to 5,000+ Key Performance Indicators across 264 operating areas…	C 66 ⁶⁄₆	◉ ⏳	88	72	0	64	81	94
9743	magentaa11y ⚡ Claim MCP server providing accessibility criteria from MagentaA11y	C 66 ⁶⁄₄	◉ ⏳	78	72	0	54	95	99
9744	Code Execution MCP ⚡ Claim Enables efficient AI agent operations through sandboxed Python code execution w…	C 66 ⁵⁄₄	◉	72	33	N/A	30	95	93
9745	Gemini MCP ⚡ Claim Enables image processing and analysis using Google's Gemini 2.5 Flash model. Su…	C 66 ⁵⁄₅	◉	66	43	—	57	81	82
9746	mcp-server-python-template ⚡ Claim This template provides a streamlined foundation for building Model Context Prot…	C 66 ⁵⁄₄	◉	72	31	N/A	42	90	92
9747	MCP Tools ⚡ Claim A custom Model Context Protocol server that gives Claude Desktop and other LLMs…	C 66 ⁵⁄₄	◉	72	38	N/A	43	84	91
9748	Enhanced Miyabi MCP Server Claim Automatically analyzes and dispatches user tasks to appropriate handlers, suppo…	C 66 ⁵⁄₅	◉	72	100	N/A	25	95	17
9749	jlbloomer-mcp-server ⚡ Claim A personal MCP server for AI assistant integration that provides custom tools, …	C 66 ⁵⁄₄	◉	62	57	N/A	27	82	97
9750	Sprout MCP ⚡ Claim 1 Model-tiered content pipeline — cheap models seed, expensive models verify	C 66 ⁵⁄₄	◉	72	27	N/A	50	90	90

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