MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30646
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64501
khareemnurulla
MCP Hub Claim
MCP Hub aggregates and proxies multiple Model Context Protocol servers into a u…
81
64502
huohou0418
Stock MCP Claim
Unifies inventory data from four sources (Jikeyun, Supor factory, WeChat Excel,…
64503
test-mdg
mcp-server Claim
N/A N/A 95
64504
saivarmadpr
A production-grade MCP server for a fictional digital bank, exposing tools for …
64505
dnchandra
Enables management of Windows servers from Linux through an MCP server with per…
N/A N/A 95
64506
ambermem
Amber Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
64507
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
64508
JXUE0
Professional MCP server for video editing automation with OpenCut.
N/A N/A
64509
Total Parks Claim 1
Read-only MCP tools for Total Parks-listed Australian holiday parks, caravan pa…
67
64510
bch1212
agentvault Claim
Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audi…
N/A N/A
64511
SanZiNEO
web-scout Claim
A reconnaissance MCP server that discovers web data sources by monitoring netwo…
N/A N/A
64512
clauxel
A paid remote MCP for hosted MCP server, built to return verdicts, receipts, us…
64513
Arbogram
trust-gate Claim
Merchant trust verification for agentic commerce. Verify any merchant before au…
N/A N/A 83
64514
lowrykun
civ6mcp Claim
Enables Claude to access real-time Civilization VI game data for strategic anal…
N/A N/A
64515
MaraBank
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
N/A N/A
64516
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
N/A N/A 95
64517
junter1989k-ai
Japan payments for AI agents — konbini コンビニ, card, PayPay via KOMOJU. Stateless…
64518
JuanCMPDev
Mediabox MCP Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
64519
baguskto
Enables professional Threads management with enterprise-grade analytics, AI-pow…
64520
FlatNineOrg
MCP server for the Cart e-commerce intelligence API, enabling AI agents to sear…
N/A N/A
64521
nassie256
Local Windows ambient context (presence, foreground app, battery) as privacy-ga…
N/A N/A
64522
yangfei077-cyber
PolyDesk Claim
Enables automated research and trading on Polymarket prediction markets through…
N/A N/A
64523
lailo
bergauf Claim
Lets an LLM plan hikes anywhere in Switzerland by combining named routes, eleva…
64524
MCP-Mirror
Enables querying and retrieving merit records and official reports of Korean in…
N/A N/A 95
64525
acfstandard
acf-mcp Claim
Enables AI agents to reason about the ACF governance standard for autonomous AI…
N/A N/A
64526
kipmcc
health Claim
Supplement research, biomarker effects, drug interactions, and brand quality da…
64527
Langclaw-AI-CROO
A paid callable research agent that provides source-backed reports, onchain int…
64528
tobyandrews1985
Basketeer Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
N/A N/A
64529
plany
Plany Claim
Organize travel itineraries by creating detailed trips with scheduled events li…
81
64530
clarity-contrib
A comprehensive MCP server providing TailwindCSS utilities, documentation, conv…
64531
Leluth
UnderPixel Claim
Records, replays, and correlates visual and API events in the browser, enabling…
N/A N/A
64532
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
81
64533
Vektoris-AI
proofetch Claim
Verified extraction: source-backed JSON from PDFs/URLs; honest null + signed re…
64534
RCOLKITT
Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, …
N/A N/A 83
64535
maschmann
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
N/A N/A
64536
LemmeBuyIt
Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
64537
DeepTempo
Enables AI-driven SOC investigations by providing automated Splunk querying, th…
64538
NY5184
An MCP server that performs comprehensive health checks on project dependencies…
N/A N/A
64539
mnthe
An MCP server that enables AI assistants to query Perplexity AI for web-grounde…
N/A N/A
64540
Siana2022
Enables Claude.ai to use DinoRank's SEO tools (keyword research, visibility, li…
64541
meetbot
Meet.bot Claim
Manage scheduling pages and view real-time availability for meetings. Book new …
81
64542
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
81
64543
furrytailapps
Provides access to geological data from Sveriges Geologiska Undersökning (SGU),…
64544
XiLeForCLY
A development guide and reference implementation for building a custom Baidu Ne…
64545
arun250492
Personal-MCP Claim
An MCP server that provides [describe what your server does]
N/A N/A
64546
sakthivelchan89
Open-source AI governance toolkit — MCP servers & CLIs for scanning, auditing, …
N/A N/A 95
64547
holiday-forever
Holiday photo MCP server: list and fetch personal holiday photos inline in Clau…
64548
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
N/A N/A
64549
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
64550
KaranThink41
Enable seamless integration of Workday data and services with language models t…
N/A N/A 95
Showing 64501–64550 of 64636 servers