MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 6 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| 49151 |
directory
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Read-only directory of vetted AI implementation agencies from the Ashton & Forg…
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| 49152 |
openchronicle-mcp
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Persistent memory database for LLM agents with hybrid semantic/keyword search, …
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| 49153 |
mcp-dropbox
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MCP server that enables agents to save documents to Dropbox, offering tools for…
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| 49154 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
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| 49155 |
Automates GSTR-1 filing through Sandbox.co APIs, enabling seamless integration …
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| 49156 |
MCP Server
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A region-independent backend service for AWS operations with credential validat…
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| 49157 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 49158 |
SkillGuard
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Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
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| 49159 |
codex-mcp-server
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Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
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| 49160 |
GalaxyMCP Server
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A Model Context Protocol server for AI persona management with JIRA integration…
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| 49161 |
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
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| 49162 |
Outlook MCP Server
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Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
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| 49163 |
Streamable Demo
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Provide a simple notes system with capabilities to create, list, and summarize …
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| 49164 |
Uiverse MCP Tool
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FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
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| 49165 |
mealie-mcp
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Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
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| 49166 |
osrs-stat
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Track any player's skills, activities, and boss kills. Explore leaderboards for…
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| 49167 |
VibeScout
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Enables semantic code search and AI-powered chat for local codebases, with supp…
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| 49168 |
Composer Kit MCP Server
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This MCP server provides access to Composer Kit React component documentation, …
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| 49169 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 49170 |
brain-mcp
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A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 49171 |
hittad
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| 49172 |
webshift
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Rust MCP server for denoised web search — fetch, clean, and rerank web content …
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| 49173 |
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
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| 49174 |
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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| 49175 |
mcp-kaggle-tool
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MCP server for Kaggle API integration that allows creating, running, and managi…
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| 49176 |
graphlens-mcp
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Semantic code graph MCP server for coding agents
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| 49177 |
Web Scraper MCP Server
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Enables AI agents to fetch, clean, and extract readable content from web pages,…
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| 49178 |
market-data-mcp
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Provides live US stock quotes and historical price data via MCP tools.
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| 49179 |
Provide comprehensive marketing analytics and AI-powered insights by integratin…
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| 49180 |
mcp-geraquest
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AI prompt engineering game: challenges, leaderboards, community prompts.
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| 49181 |
scythe-context-mcp
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Local code context engine for Codex App/CLI that indexes code with SQLite/sqlit…
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| 49182 |
DocShark
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DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 49183 |
mcp-server-go-quality
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One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
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| 49184 |
monica-mcp
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MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
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| 49185 |
Stitch-MCP
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An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
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| 49186 |
dissid-audit-mcp
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Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility)…
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| 49187 |
remote-mcp-mem0
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A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
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| 49188 |
MCP Server Metasearch
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A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
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| 49189 |
Home Entity Assistant
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Manage and monitor smart home devices directly within your workspace. Retrieve …
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| 49190 |
GSAP Master MCP Server
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Transforms Claude into a GSAP animation expert with AI-powered natural language…
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| 49191 |
MCP Code Review Server
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A code review tool that generates detailed HTML review documents by comparing b…
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| 49192 |
Umi-OCR MCP Server
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Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text…
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| 49193 |
Knock MCP Server
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Enables AI assistants to manage notification infrastructure—workflows, channels…
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| 49194 |
mysql
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A Model Context Protocol (MCP) server for interacting with MySQL databases. Pro…
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| 49195 |
mcp-gdrive-cf
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Remote MCP server for Google Drive and Sheets running on Cloudflare Workers, pr…
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| 49196 |
screen-recorder-mcp
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Enables AI agents to start and stop full-screen recordings on macOS using FFmpe…
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| 49197 |
swagger-petstore-mcp
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OpenAPI-to-MCP example server generated with MCPForge. Demonstrates how REST AP…
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| 49198 |
Model Context Protocol (MCP) server for Node-RED that allows language models to…
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| 49199 |
testproject
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| 49200 |
gr-scraper-mcp
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Tracks live board game inventory on thegamerules.com by scraping the catalogue,…
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