MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 3 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33051 |
recipe-mcp
Claim
Generate and remix recipes using cookwith.co
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| 33052 |
A structured problem-solving MCP server that breaks down complex tasks into seq…
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| 33053 |
naija-faker-mcp
Claim
Enables AI assistants to generate fake Nigerian data including names, addresses…
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| 33054 |
Jira MCP Server
Claim
Connects Claude to Jira, allowing users to query tasks, log work, add comments,…
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| 33055 |
nordic-data
Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
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| 33056 |
PacketMaster
Claim
MCP server for network-troubleshooting PCAP analysis via tshark, enabling users…
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| 33057 |
MemoV
Claim
Provides a memory layer for AI coding agents with Git-powered version control, …
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| 33058 |
investra-ai-mcp
Claim
Real estate investment intelligence: search, comps, cash flow, off-market leads…
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| 33059 |
NotebookLM MCP Server
Claim
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
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| 33060 |
travel
Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
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| 33061 |
mcp-service
Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
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| 33062 |
seo-audit
Claim
Score any site or Shopify store for AEO/GEO/LLMO readiness — how likely AI sear…
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| 33063 |
PassNinja
Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
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| 33064 |
redmine-mcp-server
Claim
AI agent can manage Redmine tickets and projects via MCP tools.
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| 33065 |
Open House Copilot
Claim
AI open-house assistant for agents: sign-in kiosk + automated, consent-aware fo…
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| 33066 |
agent-store
Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
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| 33067 |
atlassian-dc-mcp-jira
Claim
MCP server for Atlassian Jira Data Center - search, view, and create issues
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| 33068 |
fast-browser-mcp
Claim
Adds persistent QA state to browser automation, enabling AI agents to maintain …
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| 33069 |
Amadeus MCP Server
Claim
Integrates with Amadeus Flight Offers Search API to provide flight search capab…
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| 33070 |
arcgis-tallahassee
Claim
Enables searching and querying open geospatial datasets from Tallahassee-Leon C…
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| 33071 |
WAHA MCP Server
Claim
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
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| 33072 |
code-context-mcp
Claim
MCP server for semantic code search and dependency graph analysis. Indexes code…
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| 33073 |
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
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| 33074 |
WHOOP MCP Server
Claim
Gives Claude access to your WHOOP health data including recovery, sleep, workou…
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| 33075 |
MCP Weather Server
Claim
Provides real-time weather information for any location using FastMCP.
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| 33076 |
mcp-simple-joeleesuh
Claim
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| 33077 |
Smithery Scaffold
Claim
Provide a scaffold for building MCP servers with integrated AI and environment …
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| 33078 |
pci-dss-mcp
Claim
pci-dss-mcp MCP server by MEOK AI Labs
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| 33079 |
Gotify RMCP
Claim
Rust MCP server and CLI for Gotify push notifications and message management.
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| 33080 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 33081 |
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
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| 33082 |
mcp-aider-executor
Claim
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
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| 33083 |
ontario-data-mcp
Claim
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
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| 33084 |
Fantasy Gamebook Engine
Claim
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
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| 33085 |
Yandex Delivery MCP
Claim
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
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| 33086 |
WebFetch MCP Server
Claim
Fetches webpages with JavaScript rendering, converts HTML to clean Markdown for…
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| 33087 |
lattice-mcp
Claim
MCP server for the Lattice container orchestration platform, enabling Claude Co…
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| 33088 |
LinkRescue
Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
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| 33089 |
x402-bazaar-mcp
Claim
MCP server exposing x402 Bazaar's paid Base APIs (token risk/honeypot, prices, …
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| 33090 |
DefectDojo
Claim
MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwa…
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| 33091 |
seats.aero MCP server
Claim
Enables natural language interaction with the seats.aero API for searching flig…
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| 33092 |
Multi-client MCP server for integrating SonarQube 10.6+ code quality analysis w…
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| 33093 |
okx-trade-mcp
Claim
Enables AI assistants to interact with OKX cryptocurrency exchange, providing t…
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| 33094 |
MCP News Scraper
Claim
A Model Control Protocol server that provides news scraping capabilities for Kh…
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| 33095 |
mac-bridge-mcp
Claim
An MCP server that runs on a Mac and exposes a small, sharp set of tools (shell…
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| 33096 |
codebase-mcp
Claim
Enables AI agents to semantically search and navigate code repositories using n…
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| 33097 |
yarr-media-stack-mcp
Claim
Enables natural language control of self-hosted media services like Sonarr, Pro…
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| 33098 |
yinxiang-mcp
Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
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| 33099 |
rive-docs-mcp
Claim
Provides access to Rive's animation documentation, runtime guides, editor featu…
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| 33100 |
DevSpace
Claim
A self-hosted MCP server that gives ChatGPT a secure connection to your local m…
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