MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49651 |
debate-hall-mcp
Claim
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
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| 49652 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
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| 49653 |
mcp-redmine-server
Claim
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
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| 49654 |
dowhistle-mcp-server121
Claim
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| 49655 |
mcp-sql-multi
Claim
Enables querying multiple SQL Server, Azure SQL, or Synapse databases through a…
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| 49656 |
atodeyomu-mcp
Claim
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
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| 49657 |
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
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| 49658 |
Timely MCP Server
Claim
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
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| 49659 |
SkillStream MCP
Claim
A remote MCP server that ships procedural knowledge skills to AI agents, enabli…
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| 49660 |
dpay-mcp
Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
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| 49661 |
Google Analytics MCP
Claim
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
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| 49662 |
yunwen-doc-ai-platform
Claim
提供文档智能问答的MCP服务器,支持查询知识库、获取会话历史和清理会话历史。
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| 49663 |
Spotify MCP
Claim
Enables searching and managing Spotify playlists, tracks, and user information …
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| 49664 |
Enables tracking personal finances with Indian Rupee support, adding expenses, …
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| 49665 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 49666 |
SitefinityMCP
Claim
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
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| 49667 |
MCP Calculator
Claim
A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 49668 |
mcp-dolphin
Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
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| 49669 |
CoordMCP
Claim
A coordination server that enables multiple AI coding agents to work together o…
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| 49670 |
journey-log
Claim
This MCP server integrates with Journey Log to automatically document developme…
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| 49671 |
hafasmcp
Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
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| 49672 |
companieswise
Claim
Provides verified UK company lookup and number validation for AI agents using o…
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| 49673 |
MCP File Tools Server
Claim
Provides file system operations (read, search, list) and time queries, enabling…
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| 49674 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 49675 |
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
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| 49676 |
MCP Hub Security
Claim
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
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| 49677 |
MCP Code Reviewer
Claim
Enables AI-powered code review and improvement, including analysis, refactoring…
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| 49678 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 49679 |
brave-image-mcp
Claim
An MCP server that provides image search capabilities via the Brave Image Searc…
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| 49680 |
ai-agent-scratchpad
Claim
Cloudflare Workers MCP server: ai-agent-scratchpad
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| 49681 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 49682 |
lol-wiki-mcp
Claim
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| 49683 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 49684 |
Tegro Wallet MCP
Claim
Provides read-only, real-time access to TON blockchain data including wallet ba…
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| 49685 |
A Model Context Protocol (MCP) server for Elite Dangerous that provides tools t…
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| 49686 |
easycslearning
Claim
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
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| 49687 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 49688 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 49689 |
MCP LocalStack Server
Claim
Provides conversational access to LocalStack AWS services (S3, DynamoDB, Lambda…
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| 49690 |
solocrawl
Claim
Enables web search, scraping, and live package version lookup for local LLMs, w…
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| 49691 |
Enables AI clients to read and write local infinite canvas data via MCP protoco…
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| 49692 |
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
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| 49693 |
MAQAMI Travel
Claim
Book hotels worldwide — search, price, prebook & book across 249 countries. 65 …
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| 49694 |
kshana-mcp
Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
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| 49695 |
lograft
Claim
MCP server that transforms raw log query results into structured incident repor…
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| 49696 |
MCP Recruitment Pipeline
Claim
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
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| 49697 |
agent-store
Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
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| 49698 |
SecondBrain MCP
Claim
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
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| 49699 |
WordPress MCP Server
Claim
A local server that enables Claude or other MCP tools to manage WordPress posts…
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| 49700 |
Automates task execution from Notion across GitHub, Instagram, VS Code, and Tel…
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