MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29701 |
A Model Context Protocol server implementation that runs on Cloudflare Workers …
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| 29702 |
yandex-direct-mcp
Claim
MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer…
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| 29703 |
Twilio API MCP Server
Claim
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
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| 29704 |
ProposalPilot MCP Server
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Generates professional, AI-powered freelance project proposals including execut…
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| 29705 |
Jokes MCP Server
Claim
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
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| 29706 |
mcp-server-joeleesuh
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| 29707 |
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| 29708 |
yt-data-v3-mcp
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| 29709 |
Payx Tavily Search
Claim
FastMCP server for Tavily search API with web search and content extraction
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| 29710 |
moltarch
Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
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| 29711 |
linewhiz
Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
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| 29712 |
webcamexplore
Claim
Explore the World through Live Webcams
Explore the World in Real-Time: 10,000+ …
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| 29713 |
Search CupShup's marketing knowledge base — services, case studies, and insight…
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| 29714 |
azm
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| 29715 |
kosmo
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| 29716 |
Minesweeper MCP Server
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Enables MCP client agents to play the classic Minesweeper game by connecting to…
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| 29717 |
eustore
Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
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| 29718 |
Qdrant Sync MCP Server
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Enables bidirectional synchronization of vector database collections between lo…
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| 29719 |
Roblox MCP Server
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Enables AI assistants to interact with running Roblox game instances by inspect…
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| 29720 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 29721 |
OctoData API Key
Claim
Your OctoData API key. Get free at api.octodamus.com/v1/signup or buy at api.oc…
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| 29722 |
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
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| 29723 |
Toggl MCP Server
Claim
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
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| 29724 |
changelogai
Claim
Generate changelogs and suggest semver bumps from git history
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| 29725 |
Rickbot-3000 MCP Service
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Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
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| 29726 |
maplestory-mcp-server
Claim
MCP server for Nexon MapleStory OpenAPI - character, rankings, union, guild, an…
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| 29727 |
agent-infra-mcp
Claim
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
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| 29728 |
network
Claim
DNS, IP info, SSL, WHOIS, ping for AI agents
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| 29729 |
Reactive Resume
Claim
Reactive Resume is a free and open-source resume builder designed to simplify t…
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| 29730 |
Provides access to real-time satellite tracking data using the N2YO API, enabli…
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| 29731 |
changeflow
Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
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| 29732 |
mcp
Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
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| 29733 |
WebSee MCP Server
Claim
Provides AI assistants with advanced frontend debugging capabilities through 36…
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| 29734 |
Dispatch Tickets
Claim
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
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| 29735 |
asset-management-pilot
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| 29736 |
MCP Starter for Puch AI
Claim
A starter template for creating MCP servers that work with Puch AI, featuring r…
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| 29737 |
An MCP server for web content extraction that converts HTML pages into clean, L…
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| 29738 |
mcp-gateway
Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
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| 29739 |
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
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| 29740 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
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| 29741 |
threadline
Claim
Persistent memory and context layer for AI agents. inject() before your LLM cal…
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| 29742 |
mcp-server
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| 29743 |
ContextBuilder (ctx)
Claim
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
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| 29744 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 29745 |
vsfclub1
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| 29746 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 29747 |
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
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| 29748 |
searxng-mcp
Claim
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
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| 29749 |
weather-mcp
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| 29750 |
Archivist MCP
Claim
A local-first memory layer for coding agents to persist and retrieve project de…
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