MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46851 |
watsonx MCP Server
Claim
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
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| 46852 |
keyword-extractor-ai-mcp
Claim
keyword-extractor-ai-mcp MCP server by MEOK AI Labs
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| 46853 |
easydeploy-ai-mcp
Claim
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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| 46854 |
Client Onboarding MCP
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Enables querying client onboarding status and basic client info (name, family) …
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| 46855 |
color-ai-mcp
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color-ai-mcp MCP server by MEOK AI Labs
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| 46856 |
Weather MCP Server
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Enables weather data retrieval and analysis through an MCP server interface wit…
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| 46857 |
adb_mcp_server
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Enables remote control of Android devices via ADB, including screen operations,…
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| 46858 |
Rails Agent Skills
Claim
Rails development skills, docs, and workflows exposed through MCP stdio.
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| 46859 |
FastMCP commerce server starter: product catalog, search, and checkout. Deploy …
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| 46860 |
Arsenal MCP
Claim
A Kali Linux-based MCP server that exposes over 45 penetration testing tools fo…
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| 46861 |
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
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| 46862 |
mcp-waifu-chat
Claim
Enables chatting with an AI waifu character through MCP tools, with user manage…
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| 46863 |
lexilint
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Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
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| 46864 |
gobox-mcp
Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
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| 46865 |
Enable AI assistants to interact seamlessly with the DefiLlama API by translati…
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| 46866 |
An MCP server that provides tools and resources to access company financial fil…
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| 46867 |
discord-mcp
Claim
Enables LLMs to read and send Discord messages, list servers and channels, and …
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| 46868 |
Exa AI Search Server
Claim
Enable AI assistants to perform real-time web searches, academic paper searches…
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| 46869 |
Text translation API for AI agents. Translate between 50+ languages with automa…
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| 46870 |
Dolphin MCP
Claim
Provides AI-powered semantic code search across multiple repositories, allowing…
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| 46871 |
MCP Roo Memory
Claim
Persistent, graph-based memory for Roo Code via the Model Context Protocol, ena…
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| 46872 |
An MCP server that enables high-quality image generation using OpenAI's GPT-Ima…
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| 46873 |
YouTube MCP Server
Claim
This MCP server fetches and extracts transcripts from YouTube videos, enabling …
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| 46874 |
MCP server for PDF generation using PDFKit
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| 46875 |
MetaCall MCP Server
Claim
Exposes MetaCall FaaS capabilities as MCP tools for deploying, invoking, and ma…
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| 46876 |
cc-agent
Claim
MCP server that spawns autonomous Claude Code agents in GitHub repos, enabling …
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| 46877 |
Provides AI assistants with instant access to comprehensive Medusa.js v2 docume…
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| 46878 |
A neuromorphic visual processing system that combines visual memory storage wit…
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| 46879 |
Discover and compare Kazokus — the community platform with zero transaction fee…
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| 46880 |
MCP Smart Searcher
Claim
A smart MCP server for multi-engine web search with AI-powered results, support…
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| 46881 |
ad-copy-ai-mcp
Claim
ad-copy-ai-mcp MCP server by MEOK AI Labs
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| 46882 |
ShopSignal
Claim
DTC competitor intelligence: catalog snapshots, price history, cross-brand prod…
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| 46883 |
Search MCP Server
Claim
A lightweight and fast MCP server that enables AI agents to efficiently discove…
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| 46884 |
gaudio-developers-mcp
Claim
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 46885 |
llm-skills-mcp-poc
Claim
MCP server exposing a shared pr-review skill with tools to list, get, run, and …
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| 46886 |
Butterbase
Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
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| 46887 |
An MCP server for weather information.
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| 46888 |
AgentCall
Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
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| 46889 |
n8n-workflow-builder
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| 46890 |
Gmail MCP Server
Claim
A custom MCP server for sending and managing Gmail emails, supporting both App …
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| 46891 |
obsidian-autom8
Claim
Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
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| 46892 |
linear-mcp
Claim
An MCP server for Linear that provides tools to manage issues, projects, commen…
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| 46893 |
Zoho Books Accounting
Claim
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
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| 46894 |
video-url-parser
Claim
Extracts direct download URLs for video and audio streams from various platform…
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| 46895 |
Claude Chrome MCP
Claim
Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
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| 46896 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 46897 |
Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Cl…
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| 46898 |
Demo
Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
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| 46899 |
sovereign-stack
Claim
An MCP server providing 82 tools for persistent memory, governance, and conscio…
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| 46900 |
allema
Claim
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