MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42551 |
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
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| 42552 |
Bridges IBM Operational Decision Manager with AI assistants, enabling decisions…
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| 42553 |
TradingView MCP Bridge
Claim
Enables AI assistants to interact with locally running TradingView Desktop for …
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| 42554 |
WhatsNew-MCPserver
Claim
Fetches AWS What's New announcements by month, allowing users to query announce…
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| 42555 |
EAG MCP Demo
Claim
A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
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| 42556 |
allcanuse-mcp
Claim
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
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| 42557 |
mcp-server
Claim
Enables AI models to interact with local CSV and Parquet data through MCP tools…
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| 42558 |
Maito MCP Server
Claim
Enables AI assistants to interact with Maito workspaces for task management, no…
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| 42559 |
1C_MCP_SERVER_OWN
Claim
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
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| 42560 |
MCP-Server
Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
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| 42561 |
cypress-mcp-server
Claim
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
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| 42562 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 42563 |
autonomad-travel
Claim
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
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| 42564 |
hyperliquid-mcp
Claim
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
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| 42565 |
mcp
Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
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| 42566 |
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
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| 42567 |
NotePilot
Claim
A Python MCP server that exposes note management tools (create, search, update,…
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| 42568 |
uefn-mcp
Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
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| 42569 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
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| 42570 |
Optimike Obsidian MCP
Claim
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
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| 42571 |
Integrates multiple Android APK security analysis tools into MCP standard APIs …
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| 42572 |
Pinecone MCP Server
Claim
Enables interaction with Pinecone vector databases for storing and searching em…
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| 42573 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
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| 42574 |
fal-ai-mcp-server
Claim
An MCP server to use the fal.ai APIs to generate images and videos.
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| 42575 |
searxng-mcp
Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
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| 42576 |
APS MCP Server
Claim
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
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| 42577 |
WavespeedMCP
Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
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| 42578 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
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| 42579 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 42580 |
soc2-compliance-ai-mcp
Claim
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
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| 42581 |
PDFSizeAnalyzer-MCP
Claim
Enables comprehensive PDF analysis and manipulation including page size analysi…
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| 42582 |
mcp-mautic
Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
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| 42583 |
Book Database MCP Server
Claim
Enables querying a curated book database using MCP tools to retrieve basic or d…
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| 42584 |
keyboard-maestro-mcp
Claim
Enables managing Keyboard Maestro macros with natural language commands, includ…
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| 42585 |
Memstem
Claim
A standalone memory service that provides a unified, pull-based knowledge store…
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| 42586 |
demo
Claim
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| 42587 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 42588 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 42589 |
notebooklm-mcp-2026
Claim
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
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| 42590 |
SonarQube MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 42591 |
mcp-csv-database
Claim
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
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| 42592 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive integration through MCP, supporting file man…
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| 42593 |
Provides AI agents with precise, locale-aware date and time data across multipl…
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| 42594 |
Enables AI assistants to perform real-time web and academic searches using Perp…
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| 42595 |
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
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| 42596 |
loaditout-mcp-server
Claim
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
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| 42597 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 42598 |
Production-ready MCP server that enables AI assistants to seamlessly interact w…
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| 42599 |
TastyTrade MCP Server
Claim
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
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| 42600 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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