MCP Server Quality Scores

Independent quality analysis of 43552 public MCP servers

43552
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36401
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
81
36402
aakashns
Provide comprehensive due diligence support by integrating various data sources…
N/A N/A 95
36403
CobraChickenAI
ideahub_mcp Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
N/A N/A
36404
StarHawkMK1
weather Claim
MCP weather server for Windows tutorial
N/A N/A 95
36405
kholodihor
Enables AI assistants to create, manage, and track projects with associated tod…
36406
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
36407
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
36408
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
36409
Johnhyeon
StockLens Claim
Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…
36410
catlog22
Integrates with Claude Code to execute AI-powered code analysis and workflow au…
N/A N/A
36411
louiscklaw
mcp-hko Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
36412
tosin2013
MCP server for debugging pytest failures, allowing users to register test failu…
36413
AustinMunday
Collective episodic memory for AI coding agents — search, deposit, comment, sho…
N/A N/A
36414
aturio
Search Indonesian regulations from any MCP-compatible AI assistant. Pasal.id g…
81
36415
777genius
You're the boss, agents are your team. They handle tasks on their own, message …
N/A N/A
36416
quizlar
Quizlar Claim
Quizlar is the learning MCP server. It turns whatever source the user brings — …
36417
proxenio
Proxenio is a trust verified professional matching network. This MCP server al…
N/A N/A 95
36418
antivirusakash
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
N/A N/A 95
36419
rygwdn
Enables AI assistants to access and interact with macOS Calendar.app events and…
N/A N/A
36420
rayss868
TermSSH MCP Claim
Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…
36421
Nexisato
swanlab-mcp Claim
Enables read-only access to SwanLab workspaces, projects, runs, and metrics thr…
36422
JoeMoCode
Enables Claude to search and retrieve Magic: The Gathering card details, prices…
36423
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
N/A N/A
36424
digitalpromptmarket-beep
DocQA MCP Claim
AI document verification: catch hallucinations, arithmetic errors, and field mi…
N/A N/A 83
36425
courier
courier-mcp Claim
The official Model Context Protocol server for the Courier notification API. It…
81
36426
nagarjun226
Enables LLMs to interact with the Juniper Mist API via a dynamic index and sand…
N/A N/A
36427
rhyspenn
askme-cli Claim
An MCP server that provides a user confirmation interface for AI assistants via…
N/A N/A
36428
hdjebar
Production-ready MCP server for Neo4j graph databases, enabling natural languag…
36429
lucatrevisanii
colpero-mcp Claim
Query, navigate, and verify scenes on the Colpero spatial network from any MCP …
N/A N/A
36430
sbl-sdsc
Converts natural language queries into Cypher queries against the NASA GeneLab …
36431
wecantdoit
Enables AI-powered browser automation and test development within the Magni aut…
N/A N/A 95
36432
wasintoh
Operate your LINE Official Account from any AI agent through natural language.
36433
bch1212
agentvault Claim
Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audi…
N/A N/A
36434
Growth-Management
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
36435
0xatrilla
Local macOS MCP server and setup app for Apple apps
N/A N/A
36436
fbdo
MCP server for business-day arithmetic with country-aware holiday calendars. It…
36437
ice1x
MCP server for football-data.org API providing access to football data like sta…
36438
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligen…
N/A N/A 81
36439
adrianpdm
Wisnu MCP Claim
A travel booking server that enables searching for flights, hotels, and destina…
81
36440
trqhoang
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
36441
LuiInventions
Bitunix MCP Claim
Enables Claude Code to trade on BitUnix exchange via the MCP protocol, supporti…
36442
CSOAI-ORG
Provides tools for UK FSA and EU food safety compliance, including business cla…
36443
oogleyskr
Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
36444
Astrotomic
Archivist AI Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
36445
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
36446
imanelmzk
MCP Server Claim
A basic MCP server implementation using Node.js and TypeScript that bridges AI …
36447
herohunt-ai
herohunt-mcp Claim
People search API - find 1 billion candidates across LinkedIn and GitHub with r…
N/A N/A
36448
andezdev
A secure, efficient, and intelligent MySQL server for the Model Context Protocol
N/A N/A
36449
arb-ec
Enables comprehensive management of Storyblok CMS through natural language inte…
81
36450
PierrunoYT
Enables high-quality AI image generation using MiniMax (Hailuo AI) text-to-imag…
81
Showing 36401–36450 of 43552 servers
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