MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 26851 |
WordDirectory MCP Server
Claim
Provide word definition lookups and suggestions for similar words through a sta…
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| 26852 |
YouTube Server
Claim
Interact with YouTube to search videos, get details, and manage transcripts.
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| 26853 |
MCP server for Appium mobile automation on iOS and Android devices with test cr…
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| 26854 |
mcp_server
Claim
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| 26855 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
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| 26856 |
MCP VRBO
Claim
Enables searching and retrieving VRBO vacation rental listings using browser au…
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| 26857 |
PaidSync.ai
Claim
Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read…
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| 26858 |
Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discove…
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| 26859 |
LTC Catalog
Claim
Fetch detailed product data from the LTC catalog by ProductNo. Discover all ite…
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| 26860 |
FVWM3 Window Manager
Claim
Enables interaction with the FVWM3 window manager for configuration generation,…
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| 26861 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
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| 26862 |
A natural language-based server analysis and monitoring system that automatical…
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| 26863 |
mcp-server
Claim
Scan APIs for OWASP Top 10, LLM, and GraphQL security vulnerabilities.
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| 26864 |
HERB Lookup
Claim
Map genes, targets, diseases, herbs, and ingredients within the HERB database. …
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| 26865 |
Dominion Observatory
Claim
Behavioral trust layer for AI agents. Check trust scores, report interactions, …
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| 26866 | — | |||||||||
| 26867 |
Outline Wiki MCP Server
Claim
Enables LLMs to interact with Outline wiki for document management, search, col…
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| 26868 |
MicroEsim
Claim
MicroEsim MCP connects your AI agent to global eSIM networks. Instead of manual…
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| 26869 |
obsidian
Claim
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| 26870 |
Tableau MCP Server
Claim
Enables interaction with Tableau Cloud and Tableau Server through the REST API,…
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| 26871 |
An MCP server that provides web development tools including taking screenshots …
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| 26872 |
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
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| 26873 |
OSINT MCP Server
Claim
A comprehensive reconnaissance toolset that provides AI agents with 37 tools ac…
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| 26874 |
Echo MCP
Claim
A lightweight server that enables AI agents to emit and validate structured mes…
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| 26875 |
Netfluid
Claim
The Netfluid skill provides AI agents with comprehensive banking and cryptocurr…
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| 26876 |
Quiz MCP Server
Claim
An interactive programming quiz server that provides assessment tools across te…
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| 26877 |
Aruba Central MCP
Claim
MCP server for Aruba Central: expose AP, switch, and client status to AI assist…
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| 26878 |
normi
Claim
French real estate data API (DVF) — 17M+ geocoded transactions since 2014.
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| 26879 |
devdrops-property
Claim
UK property MCP: Land Registry prices, company charges, House Price Index. x402…
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| 26880 |
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
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| 26881 |
wolfe-jam
Claim
One IANA-registered format. 3 MCP servers.
Pick your lane. …
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| 26882 |
Next.js MCP Server
Claim
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
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| 26883 |
dingdawg-compliance
Claim
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
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| 26884 |
MCP server for MNE-Python documentation, source code, GitHub issues, and forum
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| 26885 |
MCP Test Scratch Server
Claim
A Flask-based MCP server designed for testing deployment on Google App Engine. …
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| 26886 |
dingdawg-finance-agent
Claim
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
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| 26887 |
agenticorg
Claim
50+ AI agents, 1000+ integrations, voice, RAG, LLM routing. Finance/HR/Marketin…
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| 26888 |
Automate Chrome pages with clicks, form fills, navigation, and in-page scriptin…
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| 26889 |
HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit pre…
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| 26890 |
custom-agent
Claim
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| 26891 |
SwarmSync.AI
Claim
SwarmSync agent marketplace: discover agents, AP2 escrow payments, SwarmScore t…
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| 26892 |
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs…
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| 26893 |
This server enables multi-agent conversations for interacting with Cirro's biol…
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| 26894 |
A REST API server implementation for message handling with Oracle Database inte…
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| 26895 |
KTA-Oracle
Claim
Live KTA rates, market data, payment rails, AML/VAT compliance, SDK snippets. 1…
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| 26896 |
Aptly MCP Server
Claim
Enables AI assistants to manage Debian package repositories through natural lan…
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| 26897 |
newsletter-commerce-mcp
Claim
Extract shoppable products from newsletter content with affiliate signals.
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| 26898 |
recipe-commerce-mcp
Claim
Extract shoppable ingredients from recipe content with affiliate signals.
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| 26899 |
CryptoPrice
Claim
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
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| 26900 |
MCP Backup Server
Claim
Provides specialized backup and restoration capabilities for AI agents and code…
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