MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43201 |
TradingView MCP Bridge
Claim
Enables AI assistants to interact with locally running TradingView Desktop for …
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| 43202 |
scorecard_mcp
Claim
Enables asking natural language questions about OpenSSF Scorecard security asse…
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| 43203 |
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
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| 43204 |
WhatsNew-MCPserver
Claim
Fetches AWS What's New announcements by month, allowing users to query announce…
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| 43205 |
EAG MCP Demo
Claim
A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
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| 43206 |
allcanuse-mcp
Claim
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
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| 43207 |
ragalgo-mcp
Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
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| 43208 |
mcp-server
Claim
Enables AI models to interact with local CSV and Parquet data through MCP tools…
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| 43209 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 43210 |
MCP-Server
Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
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| 43211 |
Maito MCP Server
Claim
Enables AI assistants to interact with Maito workspaces for task management, no…
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| 43212 |
1C_MCP_SERVER_OWN
Claim
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
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| 43213 |
cypress-mcp-server
Claim
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
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| 43214 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 43215 |
autonomad-travel
Claim
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
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| 43216 |
hyperliquid-mcp
Claim
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
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| 43217 |
mcp
Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
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| 43218 |
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
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| 43219 |
Integrates multiple Android APK security analysis tools into MCP standard APIs …
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| 43220 |
Figma API Integration
Claim
Access Figma's powerful API to manage files, comments, and components seamlessl…
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| 43221 |
uefn-mcp
Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
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| 43222 |
Optimike Obsidian MCP
Claim
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
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| 43223 |
NotePilot
Claim
A Python MCP server that exposes note management tools (create, search, update,…
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| 43224 |
USCardForum MCP Server
Claim
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
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| 43225 |
IRCAM Amplify MCP Server
Claim
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
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| 43226 |
recall
Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
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| 43227 |
vsf123
Claim
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| 43228 |
Pinecone MCP Server
Claim
Enables interaction with Pinecone vector databases for storing and searching em…
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| 43229 |
Claude Memory MCP
Claim
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
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| 43230 |
fal-ai-mcp-server
Claim
An MCP server to use the fal.ai APIs to generate images and videos.
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| 43231 |
vistoya
Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
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| 43232 |
agrictech-ai
Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
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| 43233 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 43234 |
searxng-mcp
Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
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| 43235 |
APS MCP Server
Claim
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
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| 43236 |
WavespeedMCP
Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
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| 43237 |
After Effects MCP Server
Claim
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
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| 43238 |
PDFSizeAnalyzer-MCP
Claim
Enables comprehensive PDF analysis and manipulation including page size analysi…
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| 43239 |
trustboost-pii-sanitizer
Claim
PII sanitization layer for autonomous AI agent pipelines. Detects and redacts e…
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| 43240 |
Book Database MCP Server
Claim
Enables querying a curated book database using MCP tools to retrieve basic or d…
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| 43241 |
soc2-compliance-ai-mcp
Claim
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
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| 43242 |
keyboard-maestro-mcp
Claim
Enables managing Keyboard Maestro macros with natural language commands, includ…
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| 43243 |
mcp-mautic
Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
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| 43244 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 43245 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 43246 |
nanobanana-mcp
Claim
Nano Banana Pro AI image editor free online. Create, edit, and enhance images b…
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| 43247 |
Memstem
Claim
A standalone memory service that provides a unified, pull-based knowledge store…
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| 43248 |
demo
Claim
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| 43249 |
notebooklm-mcp-2026
Claim
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
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| 43250 |
SonarQube MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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