MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32751 |
outlook-mcp
Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
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| 32752 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 32753 |
sktime-mcp
Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
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| 32754 |
any-model-plugin
Claim
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
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| 32755 |
monocle
Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
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| 32756 |
claude-orchestrator
Claim
Enables spawning and managing multiple Claude Code agents in parallel with mode…
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| 32757 |
Cocos MCP Server
Claim
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
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| 32758 |
arcgis-portal-mcp
Claim
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
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| 32759 |
Upwork MCP Server
Claim
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
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| 32760 |
Mind Guide MCP
Claim
Connects users to mental health counseling centers and welfare programs based o…
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| 32761 |
奇黄&智草MCP医疗助手
Claim
MCP server for hybrid medical consultation integrating Western and Traditional …
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| 32762 |
gomcp-worker
Claim
Cloudflare Workers 上的 MCP 服务器,通过 CDP 控制 Lightpanda 浏览器,支持导航、搜索、获取 Markdown 和链接提…
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| 32763 |
paycoreDb
Claim
Custom MCP server connected to a read-only SQLite database, exposing a schema r…
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| 32764 |
HAR Analyzer MCP Server
Claim
A Python MCP server that loads and analyzes HAR files locally, providing struct…
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| 32765 |
AdCraft MCP Server
Claim
Enables AI-powered generation of platform-optimized ad copy for Facebook, Googl…
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| 32766 |
gta_mcp
Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
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| 32767 |
reddit-mcp
Claim
Read-only MCP server for public Reddit content using TypeScript. Enables listin…
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| 32768 |
DramaCraft
Claim
Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…
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| 32769 |
MCP ToolKit
Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
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| 32770 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 32771 |
fallstore-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 32772 |
ibkr-mcp
Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
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| 32773 |
apple-photos-mcp
Claim
Enables AI assistants to query and export from the macOS Apple Photos library u…
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| 32774 |
GetMyHotels
Claim
Search hotels, get live prices, and check out in chat. Guest search needs no si…
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| 32775 |
Enables developers to generate structured software documentation including user…
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| 32776 |
postgres-mcp-server
Claim
Acts as a secure bridge connecting PostgreSQL databases to AI models, enabling …
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| 32777 |
naver-search-mcp
Claim
설명
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| 32778 |
Enables AI agents to query commerce metrics data such as orders, carts, and ret…
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| 32779 |
ATLAS MCP Server
Claim
An integrated advisory system that transforms Claude into a personal career coa…
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| 32780 |
alphaassay/mcp
Claim
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
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| 32781 |
LibreJustice
Claim
Search French and European case law and French legal texts (codes, statutes, tr…
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| 32782 |
MathMind MCP Server
Claim
Provides a audio/video creation toolbox via MCP protocol, enabling natural lang…
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| 32783 |
Enables full CRUD control of Ontology items in Microsoft Fabric, including enti…
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| 32784 |
cardloom-mcp
Claim
Provides long-lived, cross-project technical memory for AI agents via markdown …
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| 32785 |
Offers AI-powered tools for Joint Venture Accounting in Oil & Gas, including AF…
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| 32786 |
cf-mcp-orange
Claim
A complete, all-in-one MCP server for Codeforces, enabling AI assistants to acc…
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| 32787 |
vlp-mcp-agent
Claim
MCP server for automating VLP lab VM operations, exposing VM management tools t…
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| 32788 |
superset-mcp
Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
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| 32789 |
epiis-mcp-server
Claim
An MCP server for academic management of the EPIIS program, enabling AI-powered…
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| 32790 |
mcp-tool-gateway
Claim
A secure tool-execution plane for agentic AI that enforces JWT authentication, …
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| 32791 |
SonarQube MCP Server
Claim
Enables Cursor AI to query SonarQube for pull request metrics, issues, file iss…
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| 32792 |
mcp-ygoprodeck
Claim
Enables querying Yu-Gi-Oh! TCG card data, such as card information, sets, and p…
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| 32793 |
OpenWebGAL Assistant
Claim
MCP server that automates WebGAL game development tasks such as resource manage…
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| 32794 |
Calendar MCP Server
Claim
A Model Context Protocol (MCP) server for Google Calendar integration in Claude…
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| 32795 |
mcp-oraclefusion
Claim
Read-only access to Oracle Fusion Cloud ERP data via natural language queries, …
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| 32796 |
agentctx
Claim
Enables MCP-capable agents to retrieve live, task-scoped context from a curated…
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| 32797 |
Cortex
Claim
Cortex is a local-first MCP server that provides persistent, shared, semantical…
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| 32798 |
incident-io-mcp-server
Claim
Enables interaction with Incident.io to manage incidents, severities, and healt…
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| 32799 |
tero-mcp-lite
Claim
A lightweight MCP server that enables querying a project's corpus (docs, decisi…
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| 32800 |
cron-mcp
Claim
Enables AI agents to parse, validate, explain, and preview cron expressions, su…
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