MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29804
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55701
champmk
modforge Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
N/A N/A
55702
yurthankiyak
Provide expert advice and recommendations dynamically to enhance decision-makin…
N/A N/A 95
55703
xuchen-dev
提供股票数据查询的MCP服务器,支持股票信息、K线历史、财务指标等市场数据获取。
55704
shawntyn
A weather simulation MCP server that provides deterministic mock weather data f…
55705
benpalmer1
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
55706
expertintegrado
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
N/A N/A
55707
Sarah-Salah
An MCP server that lets AI assistants safely inspect and operate on Kubernetes …
55708
Neuratel-AI
Control your voice AI platform through natural language from any MCP-compatible…
81
55709
caddy-mcp Claim 2
MCP server for managing Caddy web servers via the admin API
N/A N/A 81
55710
Nexus-Digital-Automations
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
81
55711
NoBanks
mindbody-mcp Claim 1
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
81
55712
sunneeee
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
N/A N/A
55713
laszlopere
mcp-tmux Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
N/A N/A
55714
synapseorch-ai
synapse-ai Claim
Build AI agents that actually do things. Synapse is an open-source platform for…
N/A N/A
55715
chrischall
zillow-mcp Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
N/A N/A
55716
StemSplit
Remove vocals, extract instrumentals, and split any song into up to six stems —…
55717
nightwing-7
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
N/A N/A
55718
bhavesh0009
Provides comprehensive trading and market data functionality for Indian equity …
81
55719
johnbreau
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
N/A N/A
55720
ponderedw
Superset MCP Claim
Enables natural language querying and management of Apache Superset dashboard m…
55721
andreibesleaga
Enables AI assistants to interact with EV charging infrastructure through OCHP …
55722
rootsbymenda
Enables checking food additive safety, nutrition profiles, pesticide residues, …
55723
pareelamre
Forecast future events and scan prediction-market edges.
55724
TemidireAdesiji
An MCP server that exposes core Azure services as read-mostly tools any MCP cli…
55725
Ashutosh-rajput
Enables AI agents to interact with a MySQL database using natural language, aut…
N/A N/A 95
55726
tpptrafficpump
LeafEngines is an agricultural intelligence MCP server that provides comprehens…
N/A N/A 95
55727
topvisor
MCP server for desktop notifications over stdio
N/A N/A 95
55728
fpytloun
mnemory Claim
Self-hosted MCP server giving AI agents persistent memory for personalization a…
55729
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
55730
cameroncooke
A Model Context Protocol (MCP) server that provides Xcode-related tools for int…
N/A N/A 95
55731
Writehand-Solutions
productised Claim
Build and publish AI products for coaching practices from inside Claude. 16 liv…
N/A N/A
55732
agent1st-ads-mcp
Nolas-Shadow Claim
MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns aut…
N/A N/A 95
55733
wizardofweb125-lab
Enables AI agents to control Chrome browser actions like navigation, clicking, …
N/A N/A
55734
Polsia-Inc
twitter-read Claim
An MCP server for reading Twitter/X engagement data and metrics, enabling AI ag…
55735
Baltsar
MCP server that gives AI agents a private Monero wallet, enabling balance check…
55736
sathvic-kollu
standup-mcp Claim
Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…
N/A N/A
55737
prassanna-ravishankar
clearml-mcp Claim
A lightweight Model Context Protocol (MCP) server that enables AI assistants to…
55738
sfio9190
mindkeg-mcp Claim
Helps AI coding agents remember what they learn across sessions by storing and …
N/A N/A
55739
Logan66666
novel-ranks Claim
获取番茄小说榜单数据并解密字体加密内容,支持MCP协议自动注册为工具。
N/A N/A
55740
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
55741
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
55742
umutckem
Enables students to securely access and manage their academic data from Isparta…
55743
groundlight
An MCP server for capturing images from cameras and video streams via the frame…
N/A N/A
55744
gabrielmahia
fomu-mcp Claim
Enables interaction with Kenya's government processes by providing form checkli…
55745
Pushplayhero
Coordinates Codex and Antigravity CLI for a structured software development wor…
N/A N/A
55746
NetApp
Enables AI assistants to manage Google Cloud NetApp Volumes resources including…
55747
Augmented-Nature
Enables natural language querying and analysis of KEGG biological databases, in…
55748
cincyjosh
Integrates Kroger's public API with Claude to allow adding meal plan grocery li…
N/A N/A
55749
jiebang-tools
Offers 29 free tools for text processing, AI-powered generation, SEO optimizati…
55750
SonnyLabs
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
N/A N/A
Showing 55701–55750 of 57160 servers