MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39301 |
Shopify MCP
Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
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| 39302 |
EX MCP Server
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Provides unified development tools including code analysis, debugging, refactor…
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| 39303 |
Odoo Dev MCP Server
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An Odoo module that embeds an MCP server, enabling AI agents to directly access…
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| 39304 |
permission-guard
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Permission Guard — validates an agent's requested action against its defined sc…
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| 39305 |
multi-scraper-mcp
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12 production web scraping tools as MCP for AI agents (Claude Desktop, ChatGPT,…
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| 39306 |
An MCP server for SwagManager that enables comprehensive management of inventor…
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| 39307 |
mcp-server
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| 39308 |
helppilot-mcp
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A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
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| 39309 |
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
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| 39310 |
Nexar MCP Server
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Enables searching for electronic components through the Nexar Supply API, provi…
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| 39311 |
VSGuard
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Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
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| 39312 |
Qualys MCP Server
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MCP server enabling AI assistants to interact with the Qualys vulnerability man…
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| 39313 |
foreman-mcp-py
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MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
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| 39314 |
Old Cars Data
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Collector-car auction history, live listings, bid trails, and market statistics…
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| 39315 |
Zhiwen Assistant MCP
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Automatically generates Chinese README documentation and mind maps for project …
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| 39316 |
Streamable Demo
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Manage and summarize text notes efficiently using a simple MCP server. Create n…
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| 39317 |
Heimdall
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Transparent MCP proxy with OpenTelemetry tracing. Wrap any MCP server, persist …
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| 39318 |
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
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| 39319 |
My MCP Server
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A basic MCP server for testing with echo, datetime, and calculator tools.
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| 39320 |
GitLab MCP Server
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Enables AI assistants to interact with GitLab projects, allowing users to query…
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| 39321 |
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
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| 39322 |
Flux Cloudflare MCP
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Generate high-quality images using AI with seamless integration into your appli…
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| 39323 |
RepoMap
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Provides AI assistants with a structured, token-efficient map of a codebase's s…
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| 39324 |
Enables AI assistants to programmatically customize Shopify Plus checkout brand…
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| 39325 |
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| 39326 |
solana-mcp
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Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
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| 39327 |
DDG MCP Server
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A basic MCP server template with example tools for echoing messages and retriev…
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| 39328 |
clickup
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| 39329 |
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
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| 39330 |
MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…
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| 39331 |
notion
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| 39332 |
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
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| 39333 |
attiomcp
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| 39334 |
Google Calendar
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Manage calendars and events in your Google account from your workspace. List, s…
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| 39335 |
ctscout
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Enables named-entity attribution from Certificate Transparency logs (OV/EV only…
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| 39336 |
A demonstration MCP server that simulates server management actions for Contabo…
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| 39337 |
Jimeng MCP Server
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A TypeScript-based Model Context Protocol server that integrates with Volcengin…
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| 39338 |
An MCP server providing AI agents with full access to the Shopify Admin API via…
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| 39339 |
mcp-see
Claim
Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI…
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| 39340 |
Enables intelligent task assignment to developers using hybrid AI algorithms th…
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| 39341 |
meeting-mcp
Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
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| 39342 |
PM-Skills MCP
Claim
MCP server exposing 40 best-practice product management skills plus workflows a…
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| 39343 |
hevy-mcp-server
Claim
Enables AI assistants to access and analyze your Hevy workout data, including w…
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| 39344 |
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
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| 39345 |
CloudBase-AI-ToolKit
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One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 39346 |
whatsapp-mcp-ts
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| 39347 |
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
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| 39348 |
mcp-read-only-argocd
Claim
A secure MCP server providing read-only access to Argo CD instances using brows…
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| 39349 |
gmail-mcp-server
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Enables reading, sending, searching, and managing Gmail through Claude using th…
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| 39350 |
mcp-docs-server
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Serves Markdown documentation as an MCP server, enabling AI agents to answer qu…
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