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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
10001	SiYuan MCP Server ⚡ Claim 1 An MCP server for SiYuan Note that enables comprehensive management of notebook…	C 66 ⁵⁄₅	◉ ⏳	63	65	N/A	68	95	39
10002	MCP Snowflake Service ⚡ Claim 1 A Model Context Protocol server that enables Claude to execute SQL queries on S…	C 66 ⁵⁄₅	◉ ⏳	75	35	—	42	81	94
10003	Cloudera Machine Learning (CML) MCP Ser… ⚡ Claim Enables interaction with Cloudera Machine Learning to manage projects, files, a…	C 66 ⁵⁄₅	◉ ⏳	84	40	—	18	80	95
10004	bsc-multisend-mcp Claim 1 An MCP server that enables agents to perform bulk BNB and BEP20 token transfers…	C 66 ⁵⁄₅	◉ ⏳	51	63	—	40	81	95
10005	io.github.qso-graph/ionis-mcp Claim An MCP server for HF radio propagation analytics using the IONIS dataset collec…	C 66 ⁵⁄₄	◉ ⏳	72	31	N/A	38	91	92
10006	Memory Context Provider Server ⚡ Claim A server that manages conversation context for LLM interactions, storing recent…	C 66 ⁵⁄₅	◉ ⏳	86	36	—	23	81	94
10007	MySQL-MCP ⚡ Claim A connector that gives Claude direct access to MySQL databases through the Mode…	C 66 ⁵⁄₅	◉ ⏳	60	48	—	44	80	99
10008	Low-Code UI MCP Server ⚡ Claim Analyzes runtime data objects to suggest optimal UI component instructions for …	C 66 ⁵⁄₄	◉ ⏳	60	52	N/A	32	95	83
10009	MCP TriliumNext ⚡ Claim 1 A Model Context Protocol server enabling AI assistants to interact with Trilium…	C 66 ⁵⁄₅	◉ ⏳	69	100	—	25	81	35
10010	Video Still Capture MCP ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to access and contro…	C 66 ⁵⁄₄	◉ ⏳	57	55	N/A	22	94	93
10011	New England Power Grid MCP Server ⚡ Claim Provides AI models with real-time data about New England's power grid through a…	C 66 ⁵⁄₅	◉ ⏳	68	37	—	40	82	100
10012	GrabMaps MCP Server ⚡ Claim Provides access to GrabMaps services (Places, Maps, Routes) through AWS Locatio…	C 66 ⁶⁄₆	◉ ⏳	100	67	0	55	81	90
10013	MCP AI Bridge ⚡ Claim 1 A secure Model Context Protocol server that enables Claude Code to connect with…	C 66 ⁵⁄₅	◉ ⏳	78	62	—	46	81	54
10014	spec-score-mcp ⚡ Claim Score your specs before feeding them to an LLM. MCP server with radar chart vis…	C 66 ⁶⁄₄	◉ ⏳	90	58	0	54	95	100
10015	Dune Analytics MCP Server ⚡ Claim Provides access to Dune Analytics blockchain data through specialized tools for…	C 66 ⁵⁄₅	◉ ⏳	60	66	—	23	81	89
10016	Daily Hots MCP ⚡ Claim A Python-based MCP server that aggregates real-time trending topics and news fr…	C 66 ⁵⁄₅	◉ ⏳	62	56	—	42	81	87
10017	Mineru MCP Server Claim Enables document parsing through the Mineru API with support for multiple forma…	C 66 ⁵⁄₅	◉ ⏳	54	72	—	21	81	92
10018	DBHub ⚡ Claim A universal database gateway MCP server that enables AI assistants to connect t…	C 66 ⁵⁄₅	◉ ⏳	90	68	—	53	76	29
10019	Xbox Controller MCP Server ⚡ Claim 1 An MCP server that provides Xbox controller emulation capabilities, allowing us…	C 66 ⁵⁄₄	◉ ⏳	39	60	N/A	39	95	100
10020	gigachat-mcp ⚡ Claim 1 MCP server for GigaChat — AI chat, embeddings, image generation (Russia)	C 66 ⁴⁄₄	◉ ⏳	41	N/A	N/A	58	83	86
10021	Texas Holdem MCP Server Claim 1 A Model Context Protocol server that allows AI agents to play Texas Holdem poke…	C 66 ⁵⁄₅	◉ ⏳	63	70	—	23	81	84
10022	AWS Knowledge Base Retrieval MCP Server ⚡ Claim 2 An MCP server that enables users to retrieve information from AWS Knowledge Bas…	C 66 ⁵⁄₅	◉ ⏳	63	100	—	27	80	44
10023	Error Debugging MCP Server ⚡ Claim 1 Provides intelligent error detection and debugging capabilities across multiple…	C 66 ⁵⁄₄	◉ ⏳	72	28	N/A	51	90	91
10024	Remote MCP Server (Authless) Claim A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…	C 66 ⁵⁄₅	◉ ⏳	48	68	—	27	81	100
10025	Camoufox Browser MCP ⚡ Claim Provides stealthy browser automation capabilities using a custom Firefox build …	C 66 ⁵⁄₅	◉ ⏳	60	55	—	31	80	97
10026	Weather MCP Server Claim Provides weather forecast and alert data for US locations through the National …	C 66 ⁵⁄₅	◉ ⏳	54	58	—	28	83	100
10027	ML Research MCP ⚡ Claim Provides machine learning researchers with tools for creating publication-quali…	C 66 ⁵⁄₅	◉ ⏳	72	41	—	48	83	83
10028	agent-deploy-dashboard-mcp ⚡ Claim Unified deployment dashboard MCP server across Vercel, Render, Railway, and Fly…	C 66 ⁶⁄₆	◉ ⏳	94	66	0	60	78	99
10029	E2B Remote Server ⚡ Claim Enable secure sandboxed command execution and file operations remotely. Manage …	C 66 ⁵⁄₄	◉ ⏳	40	63	N/A	41	95	91
10030	Multi-agent Communication Protocol Serv… Claim A standardized interface for agent-to-agent communication that enables composab…	C 66 ⁵⁄₅	◉ ⏳	78	31	—	40	81	94
10031	Voice to Text MCP Server ⚡ Claim A powerful speech-to-text MCP server that supports multiple audio formats and r…	C 66 ⁵⁄₄	◉ ⏳	54	68	N/A	22	95	82
10032	Fetch MCP Server ⚡ Claim 1 Enables retrieval and processing of web page content for LLMs by converting HTM…	C 66 ⁵⁄₅	◉ ⏳	64	58	—	31	81	88
10033	Mattermost MCP Server ⚡ Claim 1 A Model Context Protocol server that connects to Mattermost, allowing AI models…	C 66 ⁵⁄₅	◉ ⏳	41	68	—	53	81	89
10034	mcp-sleep ⚡ Claim Tool that allows you to wait a certain time to continue the execution of an age…	C 66 ⁵⁄₅	◉ ⏳	90	22	—	41	81	90
10035	PPT-MCP ⚡ Claim Enables creating, analyzing, and managing PowerPoint presentations using pure N…	C 66 ⁵⁄₅	◉ ⏳	100	58	—	39	81	34
10036	envmem-mcp ⚡ Claim EnvMem	C 66 ⁵⁄₅	◉ ⏳	94	0	N/A	62	80	96
10037	mcp-pdf2md ⚡ Claim PDF to Markdown conversion tool	C 66 ⁵⁄₄	◉ ⏳	62	41	N/A	44	90	94
10038	Lingvanex Translate MCP Server ⚡ Claim Enables text translation between different languages using the Lingvanex Transl…	C 66 ⁵⁄₅	◉ ⏳	48	68	—	29	81	100
10039	zk-mcp ⚡ Claim 1 An MCP server that integrates the zk note-taking system with LLMs, enabling use…	C 66 ⁵⁄₄	◉ ⏳	45	62	N/A	45	90	88
10040	System Stats MCP Server Claim Provides real-time Linux system monitoring for CPU load, memory usage, disk spa…	C 66 ⁵⁄₄	◉ ⏳	80	27	N/A	37	82	100
10041	Hedera Testnet Mirror Node MCP Server Claim A server that interfaces with the Hedera Testnet Mirror Node API, converting it…	C 66 ⁵⁄₅	◉ ⏳	72	56	—	19	80	89
10042	higress-ops-mcp-server ⚡ Claim MCP server that provides comprehensive tools for managing [Higress](https://git…	C 66 ⁵⁄₄	◉ ⏳	76	41	N/A	26	89	91
10043	volthq ⚡ Claim Compute price oracle for AI agents. Compare inference pricing across 8 provider…	C 66 ⁵⁄₄	◉ ⏳	72	37	—	32	90	91
10044	XHelio-SPICE ⚡ Claim Spacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics	C 66 ⁵⁄₄	◉ ⏳	60	33	N/A	55	92	92
10045	Cursor Notion MCP - Chat Logger ⚡ Claim Logs Cursor AI chat interactions to Notion databases for documentation and know…	C 66 ⁵⁄₅	◉ ⏳	78	46	—	19	81	92
10046	tokenmonkey Claim P2P wagering protocol for AI agents on Solana. Coinflip & dice challenges for U…	C 66 ⁵⁄₄	◉ ⏳	60	66	N/A	25	74	99
10047	Discourse MCP ⚡ Claim Enables AI agents to interact with Discourse forums through search, reading top…	C 66 ⁶⁄₆	◉ ⏳	86	75	0	62	80	92
10048	mcp-server-apple-shortcuts ⚡ Claim 3 An MCP Server Integration with Apple Shortcuts	C 66 ⁵⁄₄	◉ ⏳	63	48	N/A	45	77	98
10049	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
10050	GraphQL Schema Explorer ⚡ Claim Provides intelligent introspection and exploration of any GraphQL API schema wi…	C 66 ⁵⁄₅	◉ ⏳	66	57	—	21	81	97

Showing 10001–10050 of 48680 servers

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