MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54601 |
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
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| 54602 |
Timely MCP Server
Claim
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
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| 54603 |
SkillStream MCP
Claim
A remote MCP server that ships procedural knowledge skills to AI agents, enabli…
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| 54604 |
dpay-mcp
Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
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| 54605 |
Google Analytics MCP
Claim
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
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| 54606 |
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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| 54607 |
Spotify MCP
Claim
Enables searching and managing Spotify playlists, tracks, and user information …
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| 54608 |
Enables tracking personal finances with Indian Rupee support, adding expenses, …
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| 54609 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 54610 |
SitefinityMCP
Claim
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
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| 54611 |
MCP Calculator
Claim
A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 54612 |
mcp-dolphin
Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
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| 54613 |
CoordMCP
Claim
A coordination server that enables multiple AI coding agents to work together o…
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| 54614 |
journey-log
Claim
This MCP server integrates with Journey Log to automatically document developme…
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| 54615 |
hafasmcp
Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
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| 54616 |
companieswise
Claim
Provides verified UK company lookup and number validation for AI agents using o…
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| 54617 |
MCP File Tools Server
Claim
Provides file system operations (read, search, list) and time queries, enabling…
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| 54618 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 54619 |
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
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| 54620 |
MCP Hub Security
Claim
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
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| 54621 |
MCP Code Reviewer
Claim
Enables AI-powered code review and improvement, including analysis, refactoring…
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| 54622 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 54623 |
brave-image-mcp
Claim
An MCP server that provides image search capabilities via the Brave Image Searc…
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| 54624 |
ai-agent-scratchpad
Claim
Cloudflare Workers MCP server: ai-agent-scratchpad
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| 54625 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 54626 |
lol-wiki-mcp
Claim
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| 54627 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 54628 |
Tegro Wallet MCP
Claim
Provides read-only, real-time access to TON blockchain data including wallet ba…
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| 54629 |
A Model Context Protocol (MCP) server for Elite Dangerous that provides tools t…
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| 54630 |
easycslearning
Claim
Gives Claude read-only access to EasyCS Learning Firebase data, enabling querie…
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| 54631 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 54632 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 54633 |
MCP LocalStack Server
Claim
Provides conversational access to LocalStack AWS services (S3, DynamoDB, Lambda…
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| 54634 |
solocrawl
Claim
Enables web search, scraping, and live package version lookup for local LLMs, w…
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| 54635 |
Enables AI clients to read and write local infinite canvas data via MCP protoco…
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| 54636 |
Provides a 'scan_website' tool to analyze target websites for security vulnerab…
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| 54637 |
MAQAMI Travel
Claim
Book hotels worldwide — search, price, prebook & book across 249 countries. 65 …
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| 54638 |
kshana-mcp
Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
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| 54639 |
lograft
Claim
MCP server that transforms raw log query results into structured incident repor…
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| 54640 |
MCP Recruitment Pipeline
Claim
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
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| 54641 |
agent-store
Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
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| 54642 |
SecondBrain MCP
Claim
Provides a read-only semantic layer over an Obsidian vault, enabling queries ab…
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| 54643 |
WordPress MCP Server
Claim
A local server that enables Claude or other MCP tools to manage WordPress posts…
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| 54644 |
Automates task execution from Notion across GitHub, Instagram, VS Code, and Tel…
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| 54645 |
my_mcp_server
Claim
A multi-tool MCP server that summarizes YouTube transcripts, provides transcrip…
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| 54646 |
nuki-mcp
Claim
MCP server for controlling Nuki Smart Locks via Home Assistant, enabling lock/u…
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| 54647 |
Appium MCP Server
Claim
Enables AI-powered mobile app testing and automation through Appium, using Azur…
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| 54648 |
Terraform MCP Server
Claim
Enables generating, validating, planning, and applying Terraform configurations…
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| 54649 |
MCP Server Playground
Claim
A learning project that wraps a FastAPI app with endpoints for random facts and…
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| 54650 |
trade-mcp
Claim
An advanced MCP server for real-time worldwide stock market data, technical ind…
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