MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20901 |
MCP server for the Pepesto API — give your agent the ability to turn any recipe…
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B 72 3⁄3 | ||||||||
| 20902 |
Google Ads - AdLoop
Claim
An MCP server that gives your AI assistant read + write access to Google Ads an…
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B 72 4⁄3 | ||||||||
| 20903 |
An MCP server that gives Claude AI direct access to your Obsidian vault, enabli…
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B 72 4⁄3 | ||||||||
| 20904 |
An MCP server for automating Google Workspace applications including Sheets, Ap…
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B 72 3⁄3 | ||||||||
| 20905 |
Sound
Claim
Apple Music playback control, library search, playlist management, and queue op…
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B 72 3⁄3 | ||||||||
| 20906 |
A Model Context Protocol server that enables web scraping, crawling, and conten…
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B 72 4⁄3 | ||||||||
| 20907 |
Access institutional-grade alternative financial data directly in your LLM work…
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B 72 4⁄4 | ||||||||
| 20908 |
AI platform for short-form video creators (TikTok, Instagram Reels, YouTube Sho…
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B 72 3⁄3 | ||||||||
| 20909 |
Codevira MCP provides persistent memory and project context for AI coding agent…
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B 72 4⁄3 | ||||||||
| 20910 |
furlow-mcp
Claim
Author FURLOW Discord bot YAML: validate specs, list actions/events/builtins, s…
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B 72 3⁄3 | ||||||||
| 20911 |
searchcraft
Claim
Full-text search for Next.js. BM25 scoring and fuzzy matching, no external serv…
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B 72 3⁄3 | ||||||||
| 20912 |
mcp-mcpmarket
Claim
Enables discovery and automatic installation of MCP servers via mcpmarket.com i…
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B 72 3⁄3 | ||||||||
| 20913 |
Unity-AI-ProBuilder
Claim
AI-powered 3D modeling tools for Unity ProBuilder. Enables AI assistants to cre…
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B 72 3⁄3 | ||||||||
| 20914 |
Multi-agent orchestration for Claude Code — consensus review, adaptive dispatch…
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B 72 3⁄3 | ||||||||
| 20915 |
studiomeyer-crm
Claim
AI-native CRM with 33 tools. Pipeline, leads, health scores, revenue analytics,…
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B 72 3⁄3 | ||||||||
| 20916 |
Enables AI assistants to manage email campaigns, leads, email accounts, and ana…
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B 72 4⁄4 | ||||||||
| 20917 |
Provides a Model Context Protocol interface for the Dolibarr ERP/CRM, enabling …
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B 72 4⁄4 | ||||||||
| 20918 |
Automated AI code reviews powered — webhook-driven, real-time dashboard, MCP in…
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B 72 4⁄3 | ||||||||
| 20919 |
A local MCP server that provides AI coding assistants with semantic search capa…
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B 72 3⁄3 | ||||||||
| 20920 |
Interact with Metabase seamlessly. Access dashboards, execute queries, and retr…
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B 72 4⁄4 | ||||||||
| 20921 |
Leverage advanced analytical thinking capabilities to break down complex proble…
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B 72 3⁄3 | ||||||||
| 20922 |
opengov-mcp-server
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B 72 4⁄4 | ||||||||
| 20923 |
Enables querying Rybbit Analytics data directly through MCP-compatible clients …
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B 72 4⁄4 | ||||||||
| 20924 |
A comprehensive Model Context Protocol (MCP) server providing advanced access t…
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B 72 4⁄4 | ||||||||
| 20925 |
MCP server for full control of Apple Keynote through AppleScript automation. Cr…
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B 72 4⁄3 | ||||||||
| 20926 |
Enables AI assistants to interact with Anytype data through the local API, allo…
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B 72 4⁄3 | ||||||||
| 20927 |
sei-mcp-server
Claim
|
B 72 4⁄3 | ||||||||
| 20928 |
Local system monitoring — CPU, memory, swap, disk, network, and process managem…
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B 72 3⁄3 | ||||||||
| 20929 |
Fork of Browser MCP with improved reliability, logging, and exit code handling;…
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B 72 3⁄3 | ||||||||
| 20930 |
Unity-AI-Animation
Claim
AI-powered tools for Unity animation workflow. Create and modify AnimationClips…
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B 72 3⁄3 | ||||||||
| 20931 |
MSFConsole MCP Server
Claim
Enables secure integration with Metasploit Framework for AI assistants, providi…
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B 72 4⁄3 | ||||||||
| 20932 |
Enables merchant integration with payware payment APIs for creating transaction…
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B 72 4⁄4 | ||||||||
| 20933 |
A Windows desktop GUI control MCP server that enables agents to operate semanti…
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B 72 3⁄3 | ||||||||
| 20934 |
Provides AI agents with read-only access to Google Search Console data, includi…
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B 72 3⁄3 | ||||||||
| 20935 |
|
B 72 3⁄3 | ||||||||
| 20936 |
Enables AI assistants to interact with Planning Center Online accounts across m…
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B 72 4⁄4 | ||||||||
| 20937 |
Enables AI assistants to interact with Coolify for complete infrastructure mana…
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B 72 4⁄4 | ||||||||
| 20938 |
Enables AI agents to search, analyze, and extract insights from YouTube videos …
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B 72 3⁄3 | ||||||||
| 20939 |
|
B 72 3⁄3 | ||||||||
| 20940 |
DailyMed MCP Server
Claim
Provides access to the official FDA DailyMed database for comprehensive drug in…
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B 72 4⁄4 | ||||||||
| 20941 |
Enables access to MetaTrader5 market data and trading functionality, including …
|
B 72 4⁄3 | ||||||||
| 20942 |
Connects AI agents to the Zscaler Zero Trust Exchange platform via the Model Co…
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B 72 4⁄3 | ||||||||
| 20943 |
WhatsApp MCP server that exposes messaging, groups, contacts, and profile manag…
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B 72 4⁄3 | ||||||||
| 20944 |
Solana agent gateway via x402. Wallet, token, DeFi, and swap tools. Pay per req…
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B 72 3⁄3 | ||||||||
| 20945 |
Mochify MCP
Claim
MCP implementation for connecting to the Mochify image processing API to conver…
|
B 72 4⁄3 | ||||||||
| 20946 |
nodebench
Claim
260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scra…
|
B 72 4⁄3 | ||||||||
| 20947 |
LibreNMS MCP Server is a Python-based Model Context Protocol (MCP) server desig…
|
B 72 4⁄3 | ||||||||
| 20948 |
Async MCP server for ArangoDB: 46 tools for graphs, queries, and multi-tenancy.
|
B 72 4⁄3 | ||||||||
| 20949 |
Enables interaction with the Loxo recruitment platform API, facilitating tasks …
|
B 72 4⁄4 | ||||||||
| 20950 |
A comprehensive Model Context Protocol server that analyzes AWS costs and provi…
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B 72 4⁄4 | ||||||||