MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34101 |
Copywriting MCP Server
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Provides 10 validation tools for direct response copywriting, including blind c…
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| 34102 |
veocreditwaste-mcp
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Paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit log…
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| 34103 |
mcp-agentdocs
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Fresh, source-verified docs for building MCP servers and Claude agents, served …
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| 34104 |
test
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| 34105 |
mcp-atlassian-swseo
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| 34106 |
mcp-voice
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Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
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| 34107 |
timeline-mcp
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A deterministic MCP server that gives AI assistants a temporal memory layer by …
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| 34108 |
google-sheets-mcp
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A locally running MCP server that provides cell-level and formatting-level cont…
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| 34109 |
testing-mastra
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| 34110 |
exercicio-4.2-todo-mcp
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MCP server that provides tools to create and list tasks by consuming a REST API…
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| 34111 |
agent-gamma (AgentGamma)
Claim
Here is a brief description of what our MCP server does:
Description
Project …
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| 34112 |
omarchy-mcp
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Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
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| 34113 |
A minimal integration layer exposing PyTorch Lightning via a structured, machin…
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| 34114 |
douyin-upload-mcp-skill
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Automates video and image-text publishing on Douyin's creator platform using Ch…
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| 34115 |
PcmHackMCP
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MCP server and Ghidra plugin for reverse engineering, enabling clients like Cla…
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| 34116 |
魂斗罗 MCP Demo
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Enables creating a Contra-style game session that can be played inline in MCP-c…
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| 34117 |
mcp-arcgis-austin
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Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 34118 |
searxng-deepdive
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MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
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| 34119 |
MCP Server Template
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A scaffold project for building FastAPI-based Model Context Protocol servers wi…
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| 34120 |
nrs_llm
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An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
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| 34121 |
Binance MCP Server
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Provides Binance futures market data, trading capabilities, and technical indic…
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| 34122 |
yapi-mcp-server
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MCP server for YApi integration that generates TypeScript types, mock data, and…
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| 34123 |
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
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| 34124 |
klydo-mcp
Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
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| 34125 |
bazaar-mcp
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x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
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| 34126 |
LPC MCP Server
Claim
Enables AI assistants to understand and query LPC codebases through natural lan…
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| 34127 |
,
Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
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| 34128 |
openchronicle-mcp
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Persistent memory database for LLM agents with hybrid semantic/keyword search, …
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| 34129 |
mcp-dropbox
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MCP server that enables agents to save documents to Dropbox, offering tools for…
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| 34130 |
MCP server for HubSpot CRM API integration. 14 tools for managing contacts,
c…
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| 34131 |
GalaxyMCP Server
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A Model Context Protocol server for AI persona management with JIRA integration…
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| 34132 |
MCP Server
Claim
A region-independent backend service for AWS operations with credential validat…
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| 34133 |
codex-mcp-server
Claim
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
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| 34134 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 34135 |
SkillGuard
Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
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| 34136 |
Outlook MCP Server
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Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
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| 34137 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 34138 |
mealie-mcp
Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
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| 34139 |
Streamable Demo
Claim
Provide a simple notes system with capabilities to create, list, and summarize …
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| 34140 |
brain-mcp
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A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 34141 |
VibeScout
Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
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| 34142 |
osrs-stat
Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
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| 34143 |
Uiverse MCP Tool
Claim
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
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| 34144 |
Composer Kit MCP Server
Claim
This MCP server provides access to Composer Kit React component documentation, …
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| 34145 |
Orbiads
Claim
# OrbiAds — Google Ad Manager MCP Server
…
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| 34146 |
mcp-apis-guru
Claim
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
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| 34147 |
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
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| 34148 |
GitHub MCP Server
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A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
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| 34149 |
mcp-kaggle-tool
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MCP server for Kaggle API integration that allows creating, running, and managi…
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| 34150 |
Provides comprehensive World of Warcraft guild analytics, player character anal…
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