MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26601 |
InstantDB MCP Server
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A read-only interface for querying InstantDB that dynamically loads schemas and…
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| 26602 |
Mem0 MCP Server
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Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
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| 26603 |
Boxtalk Data MCP Server
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Provides tools for interacting with SQL Server databases, enabling users to ret…
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| 26604 |
gdep
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🎮 gdep — Game Codebase Analysis Tool
Understand a Unity/UE5/Axmol project in 0.…
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| 26605 |
server
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| 26606 |
AI Tutoring RAG System
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Enables personalized AI tutoring by allowing students to upload PDF/DOCX study …
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| 26607 |
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
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| 26608 |
FreelanceOS
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Freelance business manager — clients, proposals, invoices, time tracking, scope…
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| 26609 |
Shopify MCP Server
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Enables interaction with Shopify store data via the GraphQL Admin API for manag…
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| 26610 |
weather-mcp-server
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| 26611 |
image
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Image metadata, favicon, OG image for AI agents
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| 26612 |
recipe-mcp
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Generate and remix recipes using cookwith.co
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| 26613 |
An MCP server that extracts clean, structured Markdown content from web page UR…
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| 26614 |
outlook-mcp
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Microsoft Outlook MCP server — 20 tools for email, calendar, contacts, and sett…
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| 26615 |
Yanyue Cigarette Data
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Fetch cigarette data from Yanyue by searching for cigarette information based o…
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| 26616 |
server
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Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
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| 26617 |
An MCP server designed to work with FFmpeg for media processing tasks, offering…
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| 26618 |
mcp-
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Get reliable daily close financial context for Korean stocks and crypto. Access…
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| 26619 |
autohaven
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Search for cars
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| 26620 |
live-music
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AI agents experience music as math — stream concerts, react, chat, upgrade tier…
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| 26621 |
TaskFlow MCP
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A task management Model Context Protocol server that helps break down user requ…
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| 26622 |
Manifold
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Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
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| 26623 |
Sugarbug
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Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
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| 26624 |
bonnard-cli
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Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
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| 26625 |
companyscope-mcp
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Company intelligence MCP server with 11 tools and 10 free data sources.
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| 26626 |
dountdown
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| 26627 |
Identity Provisioner
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Provision demo user identities to test and prototype workflows securely. Explor…
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| 26628 |
NetDocuments MCP Server
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Enables users to search and fetch NetDocuments files through OAuth authenticati…
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| 26629 |
MCP WPPConnect Server
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Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
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| 26630 |
Chrome DevTools MCP
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Enables AI coding assistants to control and inspect a live Chrome browser for a…
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| 26631 |
TickerAPI
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Pre-computed financial market intelligence for AI agents. Stocks, crypto, and E…
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| 26632 |
prolink
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Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …
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| 26633 |
DuckDuckGo MCP Server
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A basic MCP server template with example tools for echoing messages and retriev…
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| 26634 |
chatterboxio-mcp-server
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MCP server implementation for ChatterBox.io, enabling AI agents to send bots to…
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| 26635 |
Provides AI agents with a comprehensive web intelligence stack including crawli…
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| 26636 |
enrichment
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| 26637 |
Claude Infinite Context
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Overcomes Claude Code's 200k token context limit by implementing persistent lon…
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| 26638 |
slametrivai
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| 26639 |
Scrapegraph
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Convert webpages to clean markdown or structured data with minimal effort. Run …
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| 26640 |
remember-memory
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Organize and recall important context across projects. Save key details, retrie…
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| 26641 |
Roblox Bridge MCP
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Enables AI agents to interact with and control Roblox Studio instances in real-…
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| 26642 |
Apple RAG MCP
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Provides AI agents with instant access to official Apple developer documentatio…
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| 26643 |
asd
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| 26644 |
Clado
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Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
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| 26645 |
abraxas93
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| 26646 |
SSH MCP Server
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An advanced SSH session manager that allows Claude to establish and manage mult…
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| 26647 |
mcp-memento
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An MCP server that provides persistent memory and context management across ses…
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| 26648 |
Mongo MCP Server
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Enables interaction with MongoDB databases through the Model Context Protocol. …
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| 26649 |
MCP server for Decern CRM — contacts, deals, pipelines, tasks, and approvals.
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| 26650 |
Greeting & Utilities
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Deliver multilingual greetings, perform quick calculations, and generate images…
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