MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51101
marketcaper
Marketcaper lets AI clients compare crypto, stocks, fiat currencies, GDP, and b…
81
51102
weekend-project-space
Enables RSS feed management using the Fever API, supporting retrieval of feeds,…
51103
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
51104
alyiox
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
N/A N/A
51105
alexcc4
Enables AI assistants to securely interact with MySQL databases, including list…
N/A N/A
51106
mcp-tool-shop-org
Provides a local, queryable mirror of changelogs from Anthropic and related AI …
N/A N/A
51107
asbis
ShapeItUp Claim
Enables AI agents to write TypeScript to create, render, verify, and export par…
51108
Beerspitnight
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
N/A N/A 95
51109
tntclaus
MCP server that enables AI agents to join Jitsi Meet rooms, send/receive chat, …
N/A N/A
51110 N/A N/A 95
51111
zduggem
pessoal Claim
N/A N/A 95
51112
manutout
allema Claim
N/A N/A 95
51113
durapensa
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
N/A N/A
51114
tansunyj
Extracts direct download URLs for video and audio streams from various platform…
N/A N/A
51115
dylansumser
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
51116
nasirhuss86
A custom MCP server for sending and managing Gmail emails, supporting both App …
51117
dorangao
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
N/A N/A
51118
gaudiolab-mcp
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
51119
Gonzih
cc-agent Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
51120
shigeki7777
Provides a remote MCP server with tools like guild_feed and join_guild for AI a…
51121
krtw00
A lightweight and fast MCP server that enables AI agents to efficiently discove…
81
51122
PXSR
A smart MCP server for multi-engine web search with AI-powered results, support…
51123
holger1411
An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat …
51124
shrimpwtf
MCP server for Akiflow task management with Meeting Assistant support. Enables …
51125
eetumartola
HoudiniMCP Claim
Connects Claude AI to Houdini via the Model Context Protocol, enabling prompt-a…
N/A N/A
51126
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
51127
kimasplund
mcp-pypi Claim
A security-focused MCP server that enables AI assistants to search PyPI package…
51128
GerritCodeReview
Enables interaction with Gerrit code review system via REST API, allowing langu…
N/A N/A
51129
sittiev
MCP server for the Pawn package index, enabling AI assistants to search and ins…
81
51130
wangkezun
qq-music-mcp Claim
Integrates QQ Music API with MCP, enabling LLMs to search music, retrieve song …
51131
ivanmartin33
Provides structured access to Dolibarr ERP/CRM API endpoints via the Model Cont…
51132
kubulashvili
MCP server that provides local caching, sync, and tools for Zepp Life health da…
N/A N/A
51133
mnove
Provides a foundation for building MCP servers that expose UI component registr…
51134
paresh-p-crest
Enables AI assistants to query real-time system metrics like CPU, RAM, disk, an…
N/A N/A
51135
on-panda
Exposes internal tools from agent harnesses (Claude Code, Codex, etc.) as a sta…
N/A N/A
51136
rspeciale0519
Connects Claude Desktop to Windows Calculator, enabling accurate mathematical c…
N/A N/A
51137
SeanPedersen
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
51138
CSOAI-ORG
qr-code-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51139
lesleslie
Enables CSS analysis with 150+ metrics, MDN documentation retrieval, and browse…
N/A N/A
51140
rafiattrach
Enables querying and exploring PhysioNet biomedical datasets via BigQuery, with…
51141
fastman
mcp-kaneo Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
51142
iflow-mcp
mcp-hydra Claim
A lightweight, extensible cybersecurity toolkit that connects AI assistants to …
N/A N/A
51143
hubshashwat
A Model Context Protocol server that enables AI assistants to manage Splitwise …
51144
nwant
sf-graph Claim
Maps Salesforce metadata into a Neo4j graph database, enabling AI agents to rea…
N/A N/A
51145
qianyan
基于OpenWeatherMap API的天气查询MCP服务器,支持全球城市天气信息查询,包括温度、湿度和天气描述,并支持摄氏度和华氏度单位切换。
51146
ybin4548
Share context, detect file conflicts, and send messages across parallel Claude …
N/A N/A
51147
ysalitrynskyi
opn-mcp Claim
Shorten links, read click analytics, generate branded QR codes, and manage link…
51148
Acceleronix
Provides seamless access to 32 Acceleronix PaaS OpenAPIs for device management,…
51149
greendwin
tasker Claim
Enables AI agents to manage hierarchical tasks and stories stored as Markdown f…
N/A N/A
51150
jlceaser
A native C# MCP server that gives AI agents real-time control and visual analys…
N/A N/A
Showing 51101–51150 of 57160 servers