MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42551
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
42552
DecisionsDev
Bridges IBM Operational Decision Manager with AI assistants, enabling decisions…
42553
tradesdontlie
Enables AI assistants to interact with locally running TradingView Desktop for …
N/A N/A
42554
chhanz
Fetches AWS What's New announcements by month, allowing users to query announce…
42555
SkinnyMonk
EAG MCP Demo Claim
A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
N/A N/A
42556
ra1nyxin
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
N/A N/A
42557
laurensanp
mcp-server Claim
Enables AI models to interact with local CSV and Parquet data through MCP tools…
N/A N/A
42558
maito-app
Enables AI assistants to interact with Maito workspaces for task management, no…
42559
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
42560
Rushhaabhhh
MCP-Server Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
42561
glh230
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
N/A N/A
42562
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
42563
Autonomad1
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
42564
Impa-Ventures
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
42565
ar-agents
mcp Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
N/A N/A
42566
explorellm32-usr
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
42567
chaitanya-jadhav11
NotePilot Claim
A Python MCP server that exposes note management tools (create, search, update,…
N/A N/A
42568
quangdang46
uefn-mcp Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
N/A N/A
42569
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
81
42570
optimikelabs
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
42571
zmbcen
Integrates multiple Android APK security analysis tools into MCP standard APIs …
N/A N/A
42572
NimbleBrainInc
Enables interaction with Pinecone vector databases for storing and searching em…
81
42573
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
42574
piebro
An MCP server to use the fal.ai APIs to generate images and videos.
42575
TadMSTR
searxng-mcp Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
N/A N/A
42576
kpphillips
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
N/A N/A
42577
WaveSpeedAI
WavespeedMCP Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
42578
TheLlamainator
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
N/A N/A
42579
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
42580
CSOAI-ORG
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
N/A N/A
42581
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
N/A N/A 95
42582
esanum
mcp-mautic Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
N/A N/A
42583
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
N/A N/A
42584
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
42585
Memstem
Memstem Claim
A standalone memory service that provides a unified, pull-based knowledge store…
N/A N/A
42586
nikos.workflow
demo Claim
N/A N/A 95
42587
infamousendeavors
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
42588
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
42589
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
42590
akhilthomas236
A Model Context Protocol (MCP) server that provides AI assistants with access t…
42591
Lasitha-Jayawardana
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
42592
mdornich
Enables comprehensive Google Drive integration through MCP, supporting file man…
81
42593
chirag127
Provides AI agents with precise, locale-aware date and time data across multipl…
81
42594
lv042
Enables AI assistants to perform real-time web and academic searches using Perp…
42595
RonasIT
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
42596
loaditoutadmin
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
95
42597
jangjs1216
CVAT MCP Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
42598
MarioDeFelipe
Production-ready MCP server that enables AI assistants to seamlessly interact w…
42599
bostrovsky
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
42600
wyre-technology
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
Showing 42551–42600 of 43430 servers
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