MCP Server Quality Scores
Independent quality analysis of 40750 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38901 |
marvenn-mcp
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Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
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| 38902 |
mcp-django-server
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A Django MCP server that exposes tools and resources to AI agents using simple …
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| 38903 |
Enables semantic search across multiple knowledge datasets using FAISS vector e…
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| 38904 |
xray-mcp-server
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| 38905 |
A unified MCP server for biomedical research that connects AI systems to resour…
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| 38906 |
yandex-searchapi-mcp
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Provides tools for web, image, generative search, and Wordstat keyword statisti…
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| 38907 |
1ClickReport
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40 tools for marketing analytics, campaign management, and AI monitoring across…
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| 38908 |
sebit-mcp
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| 38909 |
Pressable MCP Server
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Provides a comprehensive suite of 56 tools for the management and automation of…
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| 38910 |
nexus-agents
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nexus-agents makes your AI coding tools work together intelligently. It coordin…
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| 38911 |
GraphMemory-IDE
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An AI-assisted, long-term memory system for IDEs, powered by Kuzu graph databas…
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| 38912 |
gsap_animation_generate
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Create precise, production-ready GSAP animations from any request. Debug issues…
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| 38913 |
mcp-multi-weather
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MCP server for checking historical weather data for cities using OpenWeather AP…
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| 38914 |
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| 38915 |
HireScript MCP Server
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Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 38916 |
MCP VRBO
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Enables searching and retrieving VRBO vacation rental listings using browser au…
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| 38917 |
browser-use-mcp-server
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browser-use packaged as an MCP server with SSE transport. includes a dockerfile…
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| 38918 |
pmcp
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High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
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| 38919 |
MCP Serial Port Tool
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Enables AI assistants to interact with physical serial port devices across plat…
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| 38920 |
openapi
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🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 38921 |
Intuition MCP Server
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An HTTP stream server for interacting with the Intuition knowledge graph, enabl…
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| 38922 |
Meraki MCP Server
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Enables interaction with the Meraki Dashboard API for LLMs, allowing seamless i…
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| 38923 |
Plasmate
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Agent-native headless browser for AI agents. Converts web pages to a Semantic O…
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| 38924 |
Syndicate Links MCP
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Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 38925 |
mcp-clinical-doc-agent
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Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 38926 |
Enables LLMs to autonomously query AWS CloudWatch Logs and perform structured r…
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| 38927 |
local-mcp
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Native macOS MCP server — 80+ tools for Mail, Calendar, Teams, OneDrive, and mo…
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| 38928 |
0g-mcp-server
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An MCP server enabling AI agents to interact with the 0G blockchain, including …
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| 38929 |
supabase-homeskillet
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| 38930 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 38931 |
Enables searching and discovering machine learning papers, state-of-the-art ben…
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| 38932 |
MCP Server for AI agent identity and authorization. Create, verify, and manage …
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| 38933 |
content-repurposer
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Repurpose content into Twitter threads, LinkedIn posts, Substack notes, email, …
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| 38934 |
mcp-server
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Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
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| 38935 |
project-raspored
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| 38936 |
update-hijack-demo
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Demo: Server update hijack PoC (clean copy for video)
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| 38937 |
BrightSite
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Manage BrightSite websites: pages, blog posts, components, forms, media, and an…
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| 38938 |
touchgrass-mcp
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Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
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| 38939 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
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| 38940 |
socrata-mcp
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An MCP server that provides tools to search, query, and aggregate data from any…
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| 38941 |
NEXUS Memory MCP App
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A sovereign, six-layer permanent memory system that provides users with a struc…
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| 38942 |
Say Hello
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Greet people by name with a friendly, personalized message. Make interactions w…
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| 38943 |
mendix-mcp-server
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Get fast, reliable Mendix guidance with curated best practices, troubleshooting…
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| 38944 |
Chess Engine MCP Server
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Enables AI assistants to perform professional-grade chess analysis using Stockf…
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| 38945 |
Code-aware browser testing agent — 13 Playwright tools for AI code editors via …
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| 38946 |
how-to-cook
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An AI recipe recommendation server based on the MCP protocol, providing functio…
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| 38947 |
iwantmymtg-mcp
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MCP server for I Want My MTG that enables conversational search of Magic: The G…
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| 38948 |
Lovie Company Formation MCP is for AI coding tools. Form companies, manage bank…
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| 38949 |
coldsend-mcp
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AI-native cold email campaign management via Model Context Protocol.
## What Y…
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| 38950 |
cantianai_1
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