MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45001 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 45002 |
mcp-hibp
Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
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| 45003 |
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
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| 45004 |
barcoding-mcp
Claim
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
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| 45005 |
Strapi MCP Server
Claim
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
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| 45006 |
Fathom
Claim
Reverse-engineering tools for agents over MCP/A2A, with evidence-carrying findi…
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| 45007 |
things-mcp
Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
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| 45008 |
YouTube MCP Server
Claim
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
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| 45009 |
Personal MCP Server
Claim
Private MCP server for managing Gmail, custom IMAP/SMTP email, Slack notificati…
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| 45010 |
react-perf-mcp
Claim
An MCP server that runs parallel AI agents to analyze React components for perf…
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| 45011 |
Copilot Memory MCP
Claim
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
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| 45012 |
AI Security Crew
Claim
A lightweight MCP server for security reviews that injects security requirement…
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| 45013 |
respec-mcp
Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
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| 45014 |
This MCP server provides LLMs with programmatic access to Google Search Console…
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| 45015 |
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
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| 45016 |
omarchy-mcp
Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
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| 45017 |
RunPod
Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
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| 45018 |
echolon
Claim
A Python backtest framework for futures research, designed from the start to be…
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| 45019 |
uv-mcp
Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
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| 45020 |
oscp-companion
Claim
Provides structured pentesting methodology knowledge base with 7 read-only tool…
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| 45021 |
Rodin Gen-2 MCP Server
Claim
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
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| 45022 |
mcp-sing
Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
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| 45023 |
nyc-friend
Claim
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| 45024 |
keepa-adapter
Claim
MCP server for Amazon product monitoring via the Keepa API, providing 18 tools …
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| 45025 |
mcp-django-server
Claim
A Django MCP server that exposes tools and resources to AI agents using simple …
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| 45026 |
bambu-gateway-mcp
Claim
Enables LLM agents to control Bambu Lab 3D printers via the bambu-gateway HTTP …
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| 45027 |
mcp-server
Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
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| 45028 |
Archivist AI
Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
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| 45029 |
Scryfall MCP Server
Claim
MCP server for searching and retrieving Magic: The Gathering card information v…
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| 45030 |
reminders-bridge
Claim
MCP connector for Apple Reminders — search, create, complete, and edit via your…
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| 45031 |
GovUK MCP Server
Claim
Provides access to 27 UK government data sources and services, enabling queries…
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| 45032 |
Gridar
Claim
SEO toolkit for Quebec sites: audits, Google.ca rankings, keywords, AI-search v…
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| 45033 |
Jira MCP Server
Claim
A Model Context Protocol server that enables AI applications to interact with J…
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| 45034 |
tokentoll
Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
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| 45035 |
vsfclub1
Claim
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| 45036 |
shadcn-registry-mcp
Claim
A secure MCP server that gives AI coding assistants direct access to the shadcn…
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| 45037 |
Anamnesis MCP
Claim
Provides AI coding agents with persistent, traceable memory across projects by …
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| 45038 |
inline-claude
Claim
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
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| 45039 |
partnerlens-mcp
Claim
Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000…
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| 45040 |
AgentLens
Claim
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agent…
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| 45041 |
hyperliquid-mcp
Claim
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
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| 45042 |
fingers
Claim
The honest trust index for x402: check who you're paying before your agent pays.
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| 45043 |
resume-mcp
Claim
MCP server for maintaining a professional profile database and generating tailo…
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| 45044 |
Spotlight MCP
Claim
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
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| 45045 |
Hosted, pay-per-call MCP server for Cook County / Chicago property records — pa…
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| 45046 |
mcp-noticiel
Claim
Exposes the Noticiel product manual catalog to AI agents via the Model Context …
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| 45047 |
nesto-staging
Claim
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| 45048 |
hypruse
Claim
Computer use for Hyprland: semantic desktop state over IPC, plus vision and nat…
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| 45049 |
pops4-mcp-catalog
Claim
AI-native corporate gifting & event infrastructure for Fortune 500. 70K product…
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| 45050 |
mcp-local-reader
Claim
Transform any local file into AI-optimized markdown format for seamless integra…
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