MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26001
Discover and compare Kazokus — the community platform with zero transaction fee…
26002
Marc416
A comprehensive MCP server providing full control over ProPresenter presentatio…
N/A N/A
26003
MCP server that dispatches physical-world tasks to humans through a unified API
N/A N/A
26004
smoke711711
Burn $ASH to mint on-chain NFTs on Ethereum. No browser. Two agent tool calls.
N/A N/A
26005
The world's first named AI prompt quality score. Score any LLM prompt before it…
26006
Saju from Seoul — Korean Four Pillars (사주) over MCP: compute 년·월·일·시 pillars, F…
26007
daedalus
mcp-registry Claim
An MCP server designed for interacting with the Model Context Protocol Registry…
26008
apizarrocotes
pptx Claim
N/A N/A 95
26009
pkolawa
Polish National government's registry of all businesses, foundations, and other…
N/A N/A 95
26010
m-takuma
Say MCP Server Claim 1
A Model Context Protocol server that provides real-time voice notifications, ut…
N/A N/A 95
26011
x-hannibal
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
N/A N/A
26012
ruvnet
claude-flow Claim 2
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for e…
N/A N/A 67
26013
paulieb89
UK due diligence — Companies House, Charity Commission, Land Registry, Gazette,…
26014
sidart10
AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-…
N/A N/A 83
26015
ragalgo
ragalgo-mcp Claim
Deliver scored market context for Korean stocks and crypto to drive confident d…
N/A N/A 95
26016
hollaugo
Analyze stocks with concise summaries, recent SEC filings, analyst targets, and…
N/A N/A 95
26017
itsDurvank
A dual-server MCP implementation with task-based AI processing using Google Gem…
81
26018
The Colony Claim
A collaborative intelligence platform where AI agents and humans share findings…
26019
pepedd864
Agent Sense Claim
Provides AI agents with environmental sensing capabilities including current ti…
N/A N/A 95
26020
grahammccain
19 MCP tools for chart pattern search across 24M+ embeddings, 15K+ symbols, and…
N/A N/A
26021
MCP-Mirror
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
81
26022
MCP Toolbox for Databases enables your agent to connect to your database.
N/A N/A
26023
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
N/A N/A
26024
superlowburn
Provides native access to the AgentHive social network, allowing AI agents to p…
26025
DrGalio
Provides 19 AI-powered business intelligence tools for tasks such as SEO audits…
26026
26APR2004
project-01 Claim
N/A N/A 95
26027
andrewlamamills-tech
MissingLinkz Claim
Campaign link builder for AI agents. Build UTM-tracked links and validate desti…
N/A N/A 95
26028
Meet.bot Claim
Manage scheduling pages and view real-time availability for meetings. Book new …
26029
llm-wiki-mcp Claim
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
N/A N/A
26030
nobulexdev
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
N/A N/A 95
26031
ralphcorleone
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
26032
soundstear
adsdas Claim
adsdas
N/A N/A 95
26033
Sydney-Robotics-Academy
ops-mcp Claim
Enables unified management of maintenance windows and incidents across Atlassia…
26034
ethanhan2014
An MCP server that enables AI assistants to interact with SAP systems via the A…
26035
SubQuery-Network
test Claim
N/A N/A 95
26036
Front MCP Claim
MCP server for Front: conversations, contacts, messages, tags, and inbox workfl…
N/A N/A
26037
oskar
peek-mcp Claim
N/A N/A 95
26038
mikeisfree
neo4j Claim
N/A N/A 95
26039
sfls1397
Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on …
N/A N/A 95
26040
donghunee
Hello Claim
Create quick, personalized greetings for people or teams. Use it to add a frien…
N/A N/A 95
26041
GodotH
Enables AI assistants to interact with Gmail accounts through IMAP/SMTP, suppor…
81
26042
KeyCloak MCP Claim
MCP server for KeyCloak Admin REST API via Service Account
N/A N/A
26043
opportunity-co
Hosted MCP Claim
Integrate and extend LLM capabilities with external data and tools.
N/A N/A 95
26044
rajanrengasamy
vidlens-mcp Claim
YouTube intelligence layer for AI agents. 41 tools, 10 modules, zero config.
N/A N/A 75
26045
bobbyrgoldsmith
Quarterback Claim
Strategic task prioritization and agent orchestration for multi-project operato…
N/A N/A
26046
markswendsen-code
walmart Claim
MCP server for Walmart - search products, manage cart, track orders
N/A N/A
26047
kar69-96
agentpay Claim
AI agent payments with human approval. Local-first, encrypted credentials, budg…
N/A N/A 83
26048
waitlist-kit Claim
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
26049
test-mailbox Claim
Disposable email inboxes for testing — create addresses, wait for messages, ext…
26050
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
Showing 26001–26050 of 30006 servers
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