MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34001
robawolf
n8nmcp Claim
N/A N/A 95
34002
lilyzhng
Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…
34003
verdier
Enables AI assistants to control and query smart home devices through Homey Pro…
N/A N/A
34004
agentrix-ai
Enables AI agents to interact with the ClawdChat social network, allowing them …
34005
mizukaizen
melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys…
N/A N/A
34006
pushplus
Enables AI assistants to send push notifications to WeChat, email, and other ch…
81
34007
LovRanRan
Deterministic repository structure mapping for onboarding agents.
N/A N/A
34008
Mohib1992
A read-only MCP server that serves live HayDay game data (crops, products, anim…
N/A N/A
34009
lustre Claim 1
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
N/A N/A 81
34010
ry-ops
Enables interaction with Proxmox VE for managing VMs, containers, storage, and …
34011
LaggySon
bbagent Claim
Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waiver…
34012
Badajoz95
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
34013
mikehaller
A Model Context Protocol (MCP) server that connects LLMs to vehicle data via th…
34014
simantaturja
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
N/A N/A
34015
leinay633-maker
A local MCP server that forwards tools from an upstream experiment platform and…
34016
Paul-Particle
mcp-vsdiff Claim
An MCP server that exposes VS Code's advanced diff algorithm as a tool, providi…
N/A N/A
34017
CRtheHILLS
OneClickLM Claim
A robust MCP server for NotebookLM that provides auto-healing authentication, z…
N/A N/A
34018
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
N/A N/A 81
34019
tatemz
habitica-mcp Claim
Habitica MCP server built with Effect v4, currently exposing a hello-world tool…
N/A N/A
34020
jorgeschnura
Gives Claude read access to wearable health data from Fitbit or Wear OS devices…
34021
argosvix
Lets AI agents query, manage, and operate their LLM observability data directly…
34022
varadfromeast
An MCP bridge that lets Codex delegate long-running agent work to the Antigravi…
N/A N/A
34023
tillkolter
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
N/A N/A
34024
QWED-AI
QWED-MCP Claim
Enables deterministic verification for AI assistants by executing Python code t…
N/A N/A
34025
geraservicesuk
mcp-geracity Claim
Smart city builder game MCP server by Gera Services. Build cities, earn GeraCoi…
N/A N/A 95
34026
kluster-ai
Enables fact-checking of AI responses against reliable sources and validation o…
81
34027
rajivdatta
An MCP server that finds recent job postings based on your LinkedIn profile, sc…
N/A N/A
34028
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
34029
BillyBunn
MCP server for privacy-gated local Apple data access including Mail, Messages, …
N/A N/A
34030
devarayasaidakshesh
Connects any MCP-compatible AI assistant directly to a Salesforce org for query…
N/A N/A
34031
Sentinel-One
Enables MCP clients to interact with SentinelOne's cybersecurity platform for s…
34032
quizlar
Quizlar Claim
Voice-led, FSRS-scheduled flashcards from YouTube, PDFs, web, or text. Auto-gra…
N/A N/A
34033
coolexer
Enables managing Nokia SR OS devices via NETCONF from Claude Desktop, supportin…
N/A N/A
34034
lelantvaris
LLM Wiki MCP Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
34035 N/A N/A 95
34036
JAEarly
Enables searching GOV.UK by keyword and fetching latest publications using the …
34037
Mameta29
30 tools for Japanese data: address, furigana, transit, Diet, holidays, weather…
N/A N/A
34038
Play-New
Enables querying a comprehensive data lake of Italian civic open data, returnin…
34039
LucasMonteiro1
MCP server that scrapes app data from Google Play and Apple App Store, providin…
34040
AiAkiv
Shared long-term memory for AI agents: save and recall context as a searchable …
34041
AUrbanec
Enables LLM-powered IDEs to search PyBaMM documentation and source code, with t…
N/A N/A
34042
InterviewReady
Enables fetching content from InterviewReady (blogs, resources, course material…
N/A N/A
34043
gvarikaa
Audits any YouTube channel against its own history. Every claim carries its sam…
34044
RealEmmettS
A remote MCP server that allows trusted LLM assistants to read Google Health/Fi…
34045
adriadam10
finanze-mcp Claim
Enables AI assistants to read and query a Finanze self-hosted portfolio manager…
34046
junter1989k-ai
Japan payments for AI agents — konbini コンビニ, card, PayPay via KOMOJU. Stateless…
34047
mercytopsy50
Normalizes and serves corporate events (earnings, dividends, splits, M\&A) from…
81
34048
yahavf6
A lightweight sketch canvas that lets users draw ideas and sync them in real-ti…
N/A N/A
34049
vividcode-ai
Enables GDB debugging for embedded development workflows, allowing users to sta…
N/A N/A
34050
duzidavid
MCP server that turns the Czech business register (ARES) into an interactive fo…
Showing 34001–34050 of 66549 servers
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