MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39301 |
Provides a standardized interface for interacting with Contentful's tools and s…
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| 39302 |
code-sandbox-mcp
Claim
MCP server for E2B code sandbox, enabling creation, management, and execution o…
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| 39303 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
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| 39304 |
yapi-mcp-server
Claim
An MCP server that enables fetching YApi interface details via a tool, allowing…
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| 39305 |
sap_2000_api_python_mcp2
Claim
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| 39306 |
image2svg-mcp
Claim
An MCP server that converts raster images (PNG, JPG, WEBP) to scalable SVG vect…
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| 39307 |
Velociraptor MCP Server
Claim
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
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| 39308 |
music-production-ai-mcp
Claim
music-production-ai-mcp MCP server by MEOK AI Labs
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| 39309 |
Master Metrics
Claim
Master Metrics MCP v1.0.0
Master Metrics MCP brings your marketing data direct…
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| 39310 |
MCP SCP Server
Claim
Enables secure file transfer operations with remote Linux and Windows systems v…
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| 39311 |
Basic MCP Server
Claim
A minimal MCP server example that provides basic utility tools including text e…
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| 39312 |
unsubly
Claim
MCP server with 12 tools enabling AI agents (Claude, ChatGPT) to manage Algoran…
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| 39313 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 39314 |
av1
Claim
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| 39315 |
An MCP server for weather information.
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| 39316 |
Lore Agent
Claim
A self-improving knowledge agent that provides local retrieval, web research, a…
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| 39317 |
ponzu
Claim
ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…
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| 39318 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
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| 39319 |
MuntuAI
Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
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| 39320 |
Steep
Claim
Query metrics, targets, entities, and team data in your Steep workspace via MCP.
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| 39321 |
Generate images seamlessly using the Together AI Flux Schnell image API. Enhanc…
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| 39322 |
MCP Database Server
Claim
Enables AI assistants to interact with PostgreSQL databases through query execu…
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| 39323 |
OPNsense MCP Server
Claim
OPNsense MCP Server
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| 39324 |
tradingview-mcp
Claim
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
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| 39325 |
Python Demo MCP Server
Claim
A demonstration server implementing the Model Context Protocol with Server-Sent…
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| 39326 |
Matomo MCP Server
Claim
Enables AI models to interact with Matomo analytics through a complete MCP serv…
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| 39327 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 39328 |
WAHA MCP
Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
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| 39329 |
crypto-tracker-ai-mcp
Claim
crypto-tracker-ai-mcp MCP server by MEOK AI Labs
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| 39330 |
VibeOps MCP
Claim
Enforces structured product development through contract-based validation of mo…
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| 39331 |
MCP Outlook
Claim
Enables AI assistants to manage Microsoft Outlook emails, calendar events, cont…
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| 39332 |
mtl-c2pa-mcp
Claim
MCP server for reading C2PA content provenance manifests from media files, enab…
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| 39333 |
Vercel MCP Relay Server
Claim
Enables AI assistants to interact with the Vercel REST API to manage projects, …
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| 39334 |
Engram
Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
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| 39335 |
OSF CLI Go
Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
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| 39336 |
gsc
Claim
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| 39337 |
A powerful MCP server for Excel operations with seamless Supabase Storage integ…
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| 39338 |
Ultimate Elementor MCP
Claim
Enables comprehensive WordPress and Elementor management through 60 powerful to…
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| 39339 |
fouq-basecamp
Claim
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| 39340 |
scorecard_mcp
Claim
Enables asking natural language questions about OpenSSF Scorecard security asse…
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| 39341 |
TestMCP
Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
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| 39342 |
ERPNext MCP Server
Claim
A production-ready server that enables AI assistants like Claude Desktop to sea…
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| 39343 |
clawboard-mcp-server
Claim
Enables AI agents to interact with ClawBoard tasks, including listing, searchin…
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| 39344 |
nornir-mcp-server
Claim
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
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| 39345 |
logo-analyze
Claim
提取任意网站的最佳Logo链接,方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度,自动挑选最合适的版本。节省查找与比对时间,让你的界面呈现更…
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| 39346 |
OpenTool
Claim
OpenTool is an MCP server that provides AI agents with secure, authenticated ac…
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| 39347 |
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| 39348 |
Linkup
Claim
Access real-time web information and up-to-date facts from trusted sources. Ret…
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| 39349 |
Magic UI MCP Server
Claim
A foundation for building interactive applications using the Model Context Prot…
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| 39350 |
CLO3D MCP Server
Claim
Enables AI assistants to control CLO3D for pattern creation, fabric swapping, s…
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