MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58151 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
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| 58152 |
itick-mcp-server
Claim
Exposes iTick REST API as MCP tools, providing market data for stocks, crypto, …
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| 58153 |
Provides professional cycling data from ProCyclingStats, enabling race discover…
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| 58154 |
Minimal MCP server for Ghost Security API - compatible with all MCP clients
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| 58155 |
Currency MCP Agent
Claim
Local service for currency rates and conversion using MCP and agent layer. Acce…
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| 58156 |
Discord MCP Extended
Claim
A feature-rich MCP server for Discord, giving AI companions full presence in Di…
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| 58157 |
twelvedata
Claim
Enables access to real-time and historical market data including stocks, ETFs, …
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| 58158 |
MCP SVG Animator
Claim
Enables creating and iterating on animated SVG diagrams from text input, photos…
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| 58159 |
priceof
Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
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| 58160 |
Connect AI assistants to IBM Code Engine for project, app, build, job, and runt…
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| 58161 |
GC-MCP
Claim
Enables AI assistants to access and query Garmin Connect health and fitness dat…
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| 58162 |
LinkedIn MCP Server
Claim
Enables AI agents to manage LinkedIn profiles, posts, connections, skills, educ…
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| 58163 |
ignition-mcp-server
Claim
The first AI-powered development tool for Ignition SCADA — an MCP server that l…
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| 58164 |
Weather MCP Server
Claim
Retrieves current weather information for any location using the OpenWeatherMap…
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| 58165 |
epidemicsound-mcp
Claim
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| 58166 |
Enables Claude to extract text and metadata from PDF files via URL or base64 en…
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| 58167 |
TextWeb
Claim
Renders web pages as structured text grids for AI agents to browse and interact…
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| 58168 |
cheapflights-mcp
Claim
An MCP server that finds cheap flights with flexible dates and smart suggestion…
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| 58169 |
taxlaw-nts-mcp
Claim
Enables searching and retrieving tax law data from the Korean National Tax Serv…
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| 58170 |
A comprehensive security scanner for MCP servers with YARA rules and static ana…
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| 58171 |
my-mcp-server
Claim
A minimal starter template for building Model Context Protocol (MCP) servers us…
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| 58172 |
ContainerLab MCP Server
Claim
Enables network configuration, connectivity testing, and routing management for…
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| 58173 |
aifais-mcp-server
Claim
Headless document processing for AI agents. Invoice extraction, contract analys…
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| 58174 |
satsignal-mcp
Claim
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
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| 58175 |
jenkins-mcp
Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
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| 58176 |
codescan-mcp
Claim
Scans codebases for TODOs, FIXMEs, code complexity, file stats, and dependencie…
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| 58177 |
grok-mcp
Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
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| 58178 |
aria-mcp-tvguide-dk
Claim
MCP server that provides Danish TV guide data, enabling AI assistants to answer…
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| 58179 |
n8n MCP Server
Claim
Enables management of n8n workflows, executions, credentials, tags, and variabl…
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| 58180 |
Android MCP Server
Claim
Enables AI agents to directly control Android devices via Termux, providing 120…
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| 58181 |
An MCP server that provides access to Vikunja, a self-hosted task management so…
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| 58182 |
MCP server for Riveter's enrichment, scraping, and monitoring API
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| 58183 |
An enterprise-grade AI processing platform that provides advanced code analysis…
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| 58184 |
browser-mcp
Claim
A Model Control Protocol server that enables AI agents to perform web browsing …
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| 58185 |
Replit MCP Server
Claim
A production-ready MCP server for coding workflows on Replit, enabling file man…
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| 58186 |
MCP Prediction Markets
Claim
Provides search, trending, odds, arbitrage, and category browsing for predictio…
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| 58187 |
MCP Memory System
Claim
Enables AI assistants to maintain persistent conversations and context between …
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| 58188 |
memory-bank-mcp-mongodb
Claim
MCP server for MongoDB-powered memory bank management with multi-project isolat…
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| 58189 |
Firefly III MCP Server
Claim
Enables AI assistants to manage Firefly III personal finance accounts and trans…
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| 58190 |
Local MCP gateway daemon: route, audit, and inspect MCP servers from one config.
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| 58191 |
kwork-mcp
Claim
Enables AI-powered management of Kwork.ru freelance tasks, including orders, me…
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| 58192 |
Employee Records
Claim
Create employee records to prototype HR onboarding workflows. Validate data flo…
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| 58193 |
composio
Claim
typescript python sdk ai-agents anthropic openapi langchain openai-agents llama…
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| 58194 |
StackSwap
Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
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| 58195 |
standby-design-mcp
Claim
Generate design systems: OKLCH color palettes, fluid type scales, spacing, shap…
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| 58196 |
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
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| 58197 |
Real Estate MCP Server
Claim
Enables real estate property searches with location and criteria filtering, plu…
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| 58198 |
Pinako AI Bridge
Claim
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
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| 58199 |
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
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| 58200 |
ios-agent-driver
Claim
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
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