MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43201
tradesdontlie
Enables AI assistants to interact with locally running TradingView Desktop for …
N/A N/A
43202
steiza
Enables asking natural language questions about OpenSSF Scorecard security asse…
43203
Maxteabag
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
81
43204
chhanz
Fetches AWS What's New announcements by month, allowing users to query announce…
43205
SkinnyMonk
EAG MCP Demo Claim
A FastMCP server with web search, local notes CRUD, and a generative UI dashboa…
N/A N/A
43206
ra1nyxin
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
N/A N/A
43207
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
43208
laurensanp
mcp-server Claim
Enables AI models to interact with local CSV and Parquet data through MCP tools…
N/A N/A
43209
thunderbit-com
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
43210
Rushhaabhhh
MCP-Server Claim
A lightweight bridge connecting LLMs to real-world APIs like finance, weather, …
43211
maito-app
Enables AI assistants to interact with Maito workspaces for task management, no…
43212
AlexMiaWat
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
43213
glh230
A Model Context Protocol (MCP) server that integrates Cypress with Cursor AI, e…
N/A N/A
43214
access
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
81
43215
Autonomad1
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
43216
Impa-Ventures
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
43217
ar-agents
mcp Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
N/A N/A
43218
explorellm32-usr
This MCP server scrapes Amazon product details and reviews, manages a local JSO…
43219
zmbcen
Integrates multiple Android APK security analysis tools into MCP standard APIs …
N/A N/A
43220
ai-zerolab
Access Figma's powerful API to manage files, comments, and components seamlessl…
N/A N/A 95
43221
quangdang46
uefn-mcp Claim
A two-process MCP bridge for Unreal Editor for Fortnite that lets Claude Code, …
N/A N/A
43222
optimikelabs
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
43223
chaitanya-jadhav11
NotePilot Claim
A Python MCP server that exposes note management tools (create, search, update,…
N/A N/A
43224
Yiminnn
Enables interaction with USCardForum.com, a Discourse-based community for US cr…
81
43225
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
43226
RecallWorks
recall Claim
Open-source MCP memory server. Persistent, searchable, tiered memory across ses…
N/A N/A
43227
kirandk
vsf123 Claim
N/A N/A 95
43228
NimbleBrainInc
Enables interaction with Pinecone vector databases for storing and searching em…
81
43229
navid-kianfar
Persistent, searchable per-project memory for Claude Code using DuckDB and vect…
43230
piebro
An MCP server to use the fal.ai APIs to generate images and videos.
43231
seb-8pd6
vistoya Claim
The Vistoya MCP server gives AI agents direct access to a curated, multi-brand …
81
43232
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
43233
rudedoggg
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
81
43234
TadMSTR
searxng-mcp Claim
MCP server for private web search via self-hosted SearXNG with local reranking,…
N/A N/A
43235
kpphillips
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
N/A N/A
43236
WaveSpeedAI
WavespeedMCP Claim
Provides a standardized interface for accessing WaveSpeed's image and video gen…
43237
TheLlamainator
Enables AI assistants to control Adobe After Effects for composition, layer, ef…
N/A N/A
43238
wangshuai6491
Enables comprehensive PDF analysis and manipulation including page size analysi…
N/A N/A 95
43239
teodorofodocrispin-cmyk
PII sanitization layer for autonomous AI agent pipelines. Detects and redacts e…
43240
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
N/A N/A
43241
CSOAI-ORG
MCP server for soc2 compliance ai. Features assess trust principles, control ga…
N/A N/A
43242
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
43243
esanum
mcp-mautic Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
N/A N/A
43244
infamousendeavors
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
43245
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
43246
rocnubie
Nano Banana Pro AI image editor free online. Create, edit, and enhance images b…
N/A N/A
43247
Memstem
Memstem Claim
A standalone memory service that provides a unified, pull-based knowledge store…
N/A N/A
43248
nikos.workflow
demo Claim
N/A N/A 95
43249
julianoczkowski
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
N/A N/A
43250
akhilthomas236
A Model Context Protocol (MCP) server that provides AI assistants with access t…
Showing 43201–43250 of 43365 servers