MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34201 |
魂斗罗 MCP Demo
Claim
Enables creating a Contra-style game session that can be played inline in MCP-c…
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| 34202 |
mcp-arcgis-austin
Claim
Enables querying and exploring City of Austin open geospatial data (parcels, zo…
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| 34203 |
searxng-deepdive
Claim
MCP server for SearXNG with engine targeting, multi-page fanout, and HTML→Markd…
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| 34204 |
MCP Server Template
Claim
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
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| 34205 |
nrs_llm
Claim
An MCP server for ROS 2 environments that connects via rosbridge WebSocket, ena…
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| 34206 |
Binance MCP Server
Claim
Provides Binance futures market data, trading capabilities, and technical indic…
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| 34207 |
yapi-mcp-server
Claim
MCP server for YApi integration that generates TypeScript types, mock data, and…
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| 34208 |
Extracts captions, metadata, and descriptions from YouTube videos to enable AI …
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| 34209 |
klydo-mcp
Claim
Fashion discovery MCP server for Indian Gen Z that enables AI assistants to sea…
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| 34210 |
bazaar-mcp
Claim
x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code…
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| 34211 |
LPC MCP Server
Claim
Enables AI assistants to understand and query LPC codebases through natural lan…
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| 34212 |
,
Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
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| 34213 |
openchronicle-mcp
Claim
Persistent memory database for LLM agents with hybrid semantic/keyword search, …
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| 34214 |
mcp-dropbox
Claim
MCP server that enables agents to save documents to Dropbox, offering tools for…
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| 34215 |
MCP server for HubSpot CRM API integration. 14 tools for managing contacts,
c…
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| 34216 |
GalaxyMCP Server
Claim
A Model Context Protocol server for AI persona management with JIRA integration…
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| 34217 |
MCP Server
Claim
A region-independent backend service for AWS operations with credential validat…
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| 34218 |
codex-mcp-server
Claim
Wraps OpenAI Codex CLI as an MCP server, exposing 8 Codex tools (exec, review, …
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| 34219 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 34220 |
SkillGuard
Claim
Enables scanning of Claude Code skills, plugins, or MCP servers for malware bef…
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| 34221 |
Outlook MCP Server
Claim
Enables reading, sending, and managing Microsoft 365/Outlook emails through MCP…
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| 34222 |
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
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| 34223 |
mealie-mcp
Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
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| 34224 |
Streamable Demo
Claim
Provide a simple notes system with capabilities to create, list, and summarize …
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| 34225 |
brain-mcp
Claim
A private, local AI second brain for Markdown notes, providing hybrid search an…
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| 34226 |
VibeScout
Claim
Enables semantic code search and AI-powered chat for local codebases, with supp…
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| 34227 |
osrs-stat
Claim
Track any player's skills, activities, and boss kills. Explore leaderboards for…
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| 34228 |
Uiverse MCP Tool
Claim
FastMCP-based tool for extracting UI component code from Uiverse.io, supporting…
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| 34229 |
Composer Kit MCP Server
Claim
This MCP server provides access to Composer Kit React component documentation, …
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| 34230 |
Orbiads
Claim
# OrbiAds — Google Ad Manager MCP Server
…
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| 34231 |
mcp-apis-guru
Claim
Keyless directory of 2,500+ public APIs and their OpenAPI specs, enabling AI ag…
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| 34232 |
Turn Claude into your AWS tagging compliance assistant — ask in plain English, …
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| 34233 |
GitHub MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
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| 34234 |
mcp-kaggle-tool
Claim
MCP server for Kaggle API integration that allows creating, running, and managi…
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| 34235 |
Provides comprehensive World of Warcraft guild analytics, player character anal…
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| 34236 |
Kevros
Claim
Runtime intelligence for autonomous AI agents. Kevros verifies every agent acti…
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| 34237 |
Web Scraper MCP Server
Claim
Enables AI agents to fetch, clean, and extract readable content from web pages,…
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| 34238 |
market-data-mcp
Claim
Provides live US stock quotes and historical price data via MCP tools.
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| 34239 |
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
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| 34240 |
DocShark
Claim
DocShark is an MCP server that scrapes and indexes documentation websites, enab…
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| 34241 |
Stitch-MCP
Claim
An MCP server that exposes Google Stitch's AI-powered UI design capabilities as…
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| 34242 |
dissid-audit-mcp
Claim
Wraps three deterministic audit scripts (funnel, accessibility, LLM visibility)…
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| 34243 |
remote-mcp-mem0
Claim
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
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| 34244 |
mcp-server-go-quality
Claim
One MCP server for golangci-lint, govulncheck, and nilaway — a unified Diagnost…
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| 34245 |
monica-mcp
Claim
MCP server for Monica CRM providing 29 tools to manage contacts, activities, no…
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| 34246 |
Home Entity Assistant
Claim
Manage and monitor smart home devices directly within your workspace. Retrieve …
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| 34247 |
MCP Server Metasearch
Claim
A unified MCP server aggregating 15 web search and extraction tools across 5 pr…
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| 34248 |
GSAP Master MCP Server
Claim
Transforms Claude into a GSAP animation expert with AI-powered natural language…
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| 34249 |
MCP Code Review Server
Claim
A code review tool that generates detailed HTML review documents by comparing b…
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| 34250 |
Umi-OCR MCP Server
Claim
Exposes local Umi-OCR v2 capabilities to AI agents via MCP, enabling image text…
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