MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security	Lang
3501	WebDAV MCP Server A Model Context Protocol server that enables Claude Desktop and other MCP clien…	30	F	57	71	—	43	76
3502	claude-codex-settings My personal Claude Code and OpenAI Codex setup with battle-tested skills, comma…	30	F	60	32	—	66	92
3503	MCP Voice Notification Provides voice notifications using Grok's text-to-speech API to alert users whe…	30	F	60	25	—	45	80
3504	MLflow Prompt Registry MCP Server Enables access to prompt templates managed in MLflow through Claude Desktop, al…	30	F	76	57	—	20	80
3505	conversation-handoff-mcp Hand off conversation context between Claude Desktop projects and across MCP cl…	30	F	84	63	—	68	89
3506	mcp-agent-langchainjs Serverless AI agent using LangChain.js and Model Context Protocol (MCP) integra…	30	F	60	43	—	71	90
3507	xcode-mcp-server (drewster99) Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, buildi…	30	F	74	28	—	47	87
3508	DeepSeek MCP Server A server that enhances Claude's reasoning capabilities by integrating DeepSeek …	30	F	60	35	—	31	74
3509	Athenic Transform Your AI Assistant into a True Business Automation Platform Athenic i…	30	F	—	10	—	—	81
3510	flet-mcp-server # Flet MCP Server [![PyPI Version](https://img.shields.io/pypi/v/flet-mcp-serv…	30	F	—	10	—	—	81
3511	Daemon-MCP Daem0n-MCP provides AI agents with persistent, semantically indexed memory to t…	30	F	60	33	—	59	90
3512	Foreman MCP Server Enables interaction with Foreman instances to manage systems through the Model …	30	F	72	63	—	51	76
3513	Blabber-MCP An MCP server that enables LLMs to generate spoken audio from text using OpenAI…	30	F	57	61	—	47	76
3514	AiPayGent — Claude AI Tools Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…	28	F	—	—	—	—	55
3515	webforj-mcp The official Model Context Protocol server for webforJ - providing AI assistant…	27	F	—	—	—	—	81
3516	Talk2Data InsightGenius Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…	27	F	—	—	—	—	81
3517	entity-mcp Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.	27	F	—	—	—	—	81
3518	claude-context-bridge Share context and questions between Claude instances — VS Code, claude.ai web, …	27	F	—	—	—	—	81
3519	fintrx-mcp Bring FINTRX's family office and RIA intelligence into Claude.	27	F	—	—	—	—	81
3520	Codey 律所管理系統 Law firm management MCP: manage cases, clients, tasks, calendar and documents v…	27	F	—	—	—	—	81
3521	coinex_mcp_server # CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agen…	27	F	—	—	—	—	81
3522	LangChain & LlamaIndex Coding Assistant Provides real-time retrieval of official documentation for LangChain, LlamaInde…	25	F	60	41	—	24	80
3523	mcp-server-nano-banana AI image generation using Google Gemini's nano banana model.	25	F	90	65	—	43	89
3524	N8N2MCP Convert N8N agent / workflow into MCP servers, you can use it in Claude / Curso…	25	F	84	41	—	43	82	HT
3525	promptpilot-mcp-server Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …	25	F	76	70	—	33	80
3526	MeiGen-AI-Design-MCP AI image generation & editing MCP server with 1,500+ curated prompt library, sm…	25	F	84	71	—	76	80
3527	memorix Open-source cross-agent memory layer for coding agents via MCP. Compatible with…	25	F	90	31	—	91	87
3528	Gemini DeepSearch MCP An automated research agent that leverages Google Gemini models and Google Sear…	25	F	60	52	—	40	78
3529	osv-ui Visual CVE audit dashboard for npm, Python, Go, and Rust. Scan from Claude/Curs…	25	F	90	—	—	57	82
3530	mindbridge-mcp MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …	25	F	60	70	—	59	80
3531	WordPress Reader for Claude Desktop Connects your WordPress.com account to Claude Desktop, enabling you to read you…	25	F	78	70	—	20	84
3532	Union MCP An MCP server that allows Claude models to use Union tasks, workflows, and apps…	25	F	27	45	—	48	84
3533	LLM Graph Builder MCP Enables Claude to automatically extract entities and relationships from URLs, P…	25	F	60	42	—	43	76
3534	Gemini Web Automation MCP Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer U…	25	F	66	32	—	52	90
3535	mKit A boilerplate for building MCP servers on Cloudflare Workers with built-in OAut…	25	F	50	12	—	68	82
3536	sparksheets-mcp AI-native collaborative spreadsheet MCP server for session management, knowledg…	25	F	90	70	—	31	77
3537	openai-api-agent-project	25	F	42	43	—	32	87
3538	FastAPI SSE MCP Random A FastAPI server implementing the Model Context Protocol (MCP) for structured t…	25	F	54	25	—	26	74
3539	mcp-sora MCP server for OpenAI Sora AI video generation	25	F	84	—	—	72	80
3540	leximo-ai-call-assistant-mcp-server Schedule AI phone calls, manage assignments, and check credits from Claude.	25	F	82	70	—	59	81
3541	Enterprise Expense Automation System Enables users to manage company departments, employees, expenses, and performan…	25	F	60	33	—	32	78
3542	MCP Secrets A secure secrets management server that enables LLMs to execute CLI commands us…	25	F	90	71	—	30	89
3543	Parquet MCP Server A Model Control Protocol server that provides web search capabilities and simil…	25	F	84	66	—	23	74
3544	MemGPT MCP Server A TypeScript-based server that provides a memory system for Large Language Mode…	25	F	90	58	—	21	76
3545	agentor Open source version of Claude Managed Agents. Fastest way to build and deploy r…	25	F	96	79	95	84	76
3546	OpenAI Web Search MCP Server Enables AI models to search the web for current information before generating r…	25	F	96	71	—	40	78
3547	invokeai-mcp-server AI-powered image generation, transformation, and upscaling for Claude Code usin…	25	F	96	91	—	64	90
3548	iterminal MCP Server for iTerminal SSH Connection Manager - Control SSH servers through C…	25	F	57	52	—	61	87
3549	aichat Inter-agent communication for multi-agent Claude Code workflows.	25	F	72	67	—	35	80
3550	MCP Documentation Server A smart documentation server that provides AI-assisted code improvement and doc…	25	F	60	42	—	21	87

Showing 3501–3550 of 5043 servers

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