MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29805
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55601
NoBanks
mux-mcp Claim
Enables AI agents to interact with Mux video infrastructure, providing tools fo…
55602
heonyus
memvault Claim
A local knowledge engine for AI agents that captures, retrieves, and serves age…
N/A N/A
55603
agiulucom42-del
Production-ready template for building MCP servers with TypeScript, featuring e…
N/A N/A
55604
malkreide
Provides AI assistants access to international education data from UNESCO UIS (…
55605
yjk0728
lm Claim
N/A N/A 95
55606
bitjungle
VÆR Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
55607
M0-AR
MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project…
N/A N/A
55608
artisan-soohao
es-mcp Claim
Enables querying Elasticsearch logs from AI assistants using natural language, …
N/A N/A
55609
altuslabsxyz
A stdio MCP server that queries Commonware blockchain research via NotebookLM, …
N/A N/A
55610
Anthonyhudnall92
Enables AI clients to manage OpenStack clouds through tools for compute, networ…
N/A N/A
55611
celo-org
This MCP server provides access to Composer Kit React component documentation, …
55612
arvid-berndtsson
Chess MCP Claim
A powerful chess engine and game server built with the Model Context Protocol (…
N/A N/A
55613
robcerda
Connects Claude with the Tesla Owner API, enabling authentication and data retr…
55614
kwanLeeFrmVi
An MCP server that indexes documents and serves relevant context to LLMs via Re…
N/A N/A
55615
adityasugandhi
An MCP server for searching, security scanning, installing, and managing skills…
N/A N/A
55616
emreycolakoglu
TaskForge Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
55617 N/A N/A 95
55618
malcolm-mill
Enables read-only access to Beckhoff TwinCAT PLCs via ADS, allowing queries of …
N/A N/A
55619
AzeemWaqarRao
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
55620
ascii766164696D
log-mcp Claim
MCP server for log file analysis. Gives LLMs the ability to efficiently analyze…
N/A N/A
55621
amgconclave
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
N/A N/A
55622
uppinote20
ghost-mcp Claim
MCP server for managing Ghost blogs from AI coding editors. Create, edit, publi…
N/A N/A
55623
lilyzhng
Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…
55624
grandamenium
Enables searching and retrieving lessons, posts, comments, and member profiles …
55625
tanmay-girdhar
An MCP server for React Native Upgrade Helper diffs. It fetches the same genera…
N/A N/A
55626
johnkeller101
Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsi…
N/A N/A
55627
dlwjdtn535
Enables browser automation, including navigation, form filling, login with CAPT…
N/A N/A
55628
street1983nk
InfraNode Claim
Keyless open-data MCP for 84 German cities: weather, air, electricity, transit,…
55629
GongRzhe
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
N/A N/A
55630
ericqian77
Enables developers to retrieve short jokes in multiple categories and languages…
81
55631
covertlabsaus
Colab MCP Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
N/A N/A 95
55632
zemloai
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
N/A N/A 95
55633
champmk
modforge Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
N/A N/A
55634
yurthankiyak
Provide expert advice and recommendations dynamically to enhance decision-makin…
N/A N/A 95
55635
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。
55636
shawntyn
A weather simulation MCP server that provides deterministic mock weather data f…
55637
benpalmer1
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
55638
expertintegrado
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
N/A N/A
55639
Sarah-Salah
An MCP server that lets AI assistants safely inspect and operate on Kubernetes …
55640
Neuratel-AI
Control your voice AI platform through natural language from any MCP-compatible…
81
55641
caddy-mcp Claim 2
MCP server for managing Caddy web servers via the admin API
N/A N/A 81
55642
Nexus-Digital-Automations
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
81
55643
NoBanks
mindbody-mcp Claim 1
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
81
55644
sunneeee
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
N/A N/A
55645
laszlopere
mcp-tmux Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
N/A N/A
55646
synapseorch-ai
synapse-ai Claim
Build AI agents that actually do things. Synapse is an open-source platform for…
N/A N/A
55647
chrischall
zillow-mcp Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
N/A N/A
55648
StemSplit
Remove vocals, extract instrumentals, and split any song into up to six stems —…
55649
nightwing-7
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
N/A N/A
55650
bhavesh0009
Provides comprehensive trading and market data functionality for Indian equity …
81
Showing 55601–55650 of 57160 servers