MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28838
Scored
2087
Verified
16951
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33651
opensensor
Enables AI assistants to interact with Netflix Conductor Workflow Engine for tr…
81
33652
cloonix
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
81
33653
pulumi
mcp-server Claim 1
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
N/A N/A 100
33654
AlexandreCalvet
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
81
33655
yigitkonur
example-mcp-server-stdio
N/A N/A 95
33656 N/A N/A 95
33657
philglazer
Enables searching and discovering machine learning papers, state-of-the-art ben…
81
33658
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
81
33659 N/A N/A 95
33660
MCPAgents
Facilitates interaction and context sharing between AI models using the standar…
N/A N/A 95
33661
HaD0Yun
gopeak Claim
GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools, LSP, DA…
N/A N/A 95
33662
nextauralabs
shelter Claim
AI financial coaching powered by real bank data — cash flow, alerts, and savings
N/A N/A 83
33663
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
33664
urnm
Enables LLMs to create and manage NFT collections and assets through the Uraniu…
81
33665
karatechopping
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across…
N/A N/A 95
33666
connectimtiazh
Gives AI agents persistent memory with bi-temporal tracking, automatically extr…
81
33667
tempoclaims
server Claim
N/A N/A 95
33668
axel-belfort
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
81
33669
brightseth
vibe Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
N/A N/A 95
33670
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools inc…
N/A N/A 95
33671 N/A N/A 95
33672
kakarot-joel-yy68
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
81
33673
geraservicesuk
mcp-geraeats Claim
Browse restaurants, search dishes, order food delivery, track riders. 50+ count…
N/A N/A 95
33674
MCP-Mirror
Gives Claude Desktop access to multiple AI models (Gemini, OpenAI, OpenRouter, …
N/A N/A 95
33675
kongyo2
Provides comprehensive development tools for FastMCP projects including documen…
81
33676
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
33677
big-saltedfish
MCP Browser Claim
Provide a browser-based interface to interact with Model Context Protocol serve…
N/A N/A 95
33678
kennyR859
Provides unified access to OneDrive and SharePoint through Microsoft Graph API,…
81
33679
ictahmadreza-source
ahmad Claim
N/A N/A 95
33680
ruchit
gsc Claim
N/A N/A 95
33681
dohoon84
Enables users to generate and execute InfluxDB queries using natural language c…
81
33682
@sseaan
mcp-server-inbox Claim
N/A N/A 95
33683
geraservicesuk
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
N/A N/A 95
33684
VictoriaMetrics-Community
MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API a…
N/A N/A 75
33685
elliot-evno
A basic MCP server built with FastMCP framework that provides example tools for…
N/A N/A 95
33686
seyficembaskin
seyfiland Claim
N/A N/A 95
33687 N/A N/A 95
33688
ragalgo
Get daily, noise-free market insights for Korean stocks and crypto with scored …
N/A N/A 95
33689
harshit-stas
browserbase Claim
N/A N/A 95
33690
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
33691
dorukardahan
Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, p…
N/A N/A 95
33692
theta4ai
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
81
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