MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48651 |
A Python-based server for managing and analyzing code context for AI-assisted d…
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| 48652 |
@suiware/mcp
Claim
Enables AI assistants to interact with Sui Network through tools for balance ch…
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| 48653 |
EKS Metrics MCP Server
Claim
Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
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| 48654 |
Bookeo MCP Server
Claim
Enables searching and retrieving customer bookings and payment details from Boo…
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| 48655 |
dameng-mcp-server
Claim
MCP server for DaMeng database, enabling AI assistants to execute SQL queries, …
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| 48656 |
SperaxOS
Claim
Sperax Protocol MCP – USDs stablecoin, SPA, veSPA governance & Demeter DeFi on …
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| 48657 |
Mimir
Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
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| 48658 |
MCP server for Clamp—Web analytics for the agentic era, built for indie hackers…
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| 48659 |
burp-mcp-plus
Claim
Enables structured HTTP request creation and local file ingestion for LLM integ…
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| 48660 |
mcp_music_server
Claim
MCP server that enables LLMs to search, play, and manage music from multiple pl…
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| 48661 |
Enables finding Japanese e-Gov law revisions and diffing law text by law histor…
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| 48662 |
OpenData MCP
Claim
OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…
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| 48663 |
MCP Auth Example
Claim
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
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| 48664 |
Jina MCP Server
Claim
Provides web content extraction, search, embedding, and reranking tools via Jin…
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| 48665 |
MEFS MCP Server
Claim
Provides decentralized storage for AI agents, enabling them to save generated c…
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| 48666 |
TouchDesigner MCP
Claim
Enables control of a running TouchDesigner instance via MCP protocol, providing…
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| 48667 |
insights
Claim
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| 48668 |
codex-notify-mcp
Claim
Codex任务完成后发送企业微信通知的MCP服务器。提供notify_wecom工具,支持自定义标题、状态、任务摘要等参数。
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| 48669 |
Create Web Page
Claim
Create, edit, preview, publish, and manage web pages from MCP-capable AI client…
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| 48670 |
satori
Claim
A self-learning MCP server for Claude Code that captures user corrections and t…
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| 48671 |
@striderlabs/mcp-lyft
Claim
MCP server connector for Lyft ride-sharing — request rides, get fare estimates,…
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| 48672 |
kintone MCP Server
Claim
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
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| 48673 |
Stockflow MCP
Claim
Enables AI assistants to search and embed watermarked previews of 18,000+ royal…
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| 48674 |
zim
Claim
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| 48675 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
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| 48676 |
DeFiMind
Claim
Live Uniswap V2/V3 LP analytics — position PnL, price scenarios, pool health, r…
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| 48677 |
vet
Claim
Discover and vet MCP servers: search 200K+ AI tools with security verification …
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| 48678 |
Grid Connect MCP Server
Claim
Enables Claude Code and other MCP clients to create, modify, and monitor Agentf…
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| 48679 |
MCP Server
Claim
A testing environment for Model Context Protocol that enables exploration of MC…
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| 48680 |
AEGIS MCP Server
Claim
Provides AI agents with private, pay-per-request internet access through reside…
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| 48681 |
This server provides guidance and recommendations based on AWS's Well-Architect…
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| 48682 |
media-context-mcp
Claim
Give your AI assistant eyes and ears — analyze any video, audio, or image, enti…
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| 48683 |
tartarus-mcp
Claim
A local-first MCP memory server providing persistent, searchable memory for AI …
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| 48684 |
eSIM.dog MCP Server
Claim
Provision global eSIM data plans and real mobile phone numbers for AI agents. 2…
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| 48685 |
Expense Tracker MCP
Claim
A simple MCP server for tracking expenses in a local SQLite database, enabling …
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| 48686 |
vibe-debug
Claim
Enables coding agents to use a real debugger (Python via debugpy) for launching…
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| 48687 |
A minimal MCP server template for deploying to Tencent Cloud EdgeOne Pages usin…
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| 48688 |
mikrotik-mcp
Claim
Provides read-only (with limited address-list management) access to MikroTik Ro…
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| 48689 |
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
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| 48690 |
foldkit
Claim
Exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and res…
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| 48691 |
First production Authority-MCP. W3C VC attested by Jassverband Schweiz.
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| 48692 |
drugbank-mcp-server
Claim
Model Context Protocol server providing access to the comprehensive DB pharmace…
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| 48693 |
HireNimbus MCP Server
Claim
Find and book verified local home service professionals through AI agents.
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| 48694 |
Selda
Claim
Find customers, research each one and draft the outreach. Nothing sends without…
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| 48695 |
MCP OAuth Sample
Claim
A production-ready MCP OAuth 2.1 server implementation with analytics and secur…
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| 48696 |
MCP server for managing tasks with a resource to read all tasks, a tool to add …
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| 48697 |
MySQL MCP Server
Claim
Enables Cursor IDE to interact with MySQL databases through schema and data ope…
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| 48698 |
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
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| 48699 |
postgres-mcp-server
Claim
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
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| 48700 |
Model Context Protocol server for Syncline - AI-powered meeting scheduling (Pyt…
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