MCP Server Quality Scores
Independent quality analysis of 58073 public MCP servers
Last updated 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57701 |
Feishu/Lark OpenAPI MCP
Claim
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
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| 57702 |
KARP Graph Lite
Claim
Provides Claude Desktop with persistent, structured memory and semantic search …
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| 57703 |
Mida MCP Server
Claim
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
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| 57704 |
namemyapp
Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
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| 57705 |
340B Drugs Server
Claim
Provide comprehensive 340B drug information and RxNorm API access to enhance dr…
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| 57706 |
mcp-geometry-prover
Claim
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
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| 57707 |
cloud-command
Claim
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
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| 57708 |
classmcp
Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
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| 57709 |
mcp-pii-guard-au
Claim
Australian and New Zealand PII detection and sanitisation for AI agents, using …
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| 57710 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 57711 |
Hyperliquid MCP Server
Claim
Enables Claude Desktop to interact directly with the Hyperliquid decentralized …
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| 57712 |
OpenDART MCP Server
Claim
Enables Claude to access the Korean Financial Supervisory Service's OpenDART AP…
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| 57713 |
AutoVault
Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
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| 57714 |
Magic MCP Local
Claim
A local-first MCP server for generating production-ready React UI components en…
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| 57715 |
mongo-mcp
Claim
Enables CRUD operations on MongoDB databases and collections, including listing…
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| 57716 |
ai-trading-bot-01
Claim
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| 57717 |
sportiq-mcp
Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
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| 57718 |
AI Project OS MCP
Claim
Enforces engineering governance for AI-driven software projects, ensuring state…
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| 57719 |
Motion MCP Server
Claim
Bridges Motion's API with LLMs so you can manage tasks, search projects, check …
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| 57720 |
Puppeteer Browser
Claim
Browser automation server that enables interaction with web pages, taking scree…
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| 57721 |
tentra
Claim
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| 57722 |
Forgeline
Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
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| 57723 |
TrendRadar MCP Server
Claim
Enables quick deployment of a trending news assistant with multi-channel notifi…
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| 57724 |
0-mcp
Claim
Turns Django models into MCP tools and a REST API from a single class, and can …
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| 57725 |
tiktok-mcp
Claim
MCP server for TikTok that enables searching videos, users, hashtags, and fetch…
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| 57726 |
Linkup JS MCP Server
Claim
Enables AI assistants and development tools to perform intelligent web searches…
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| 57727 |
code-review-mcp-server
Claim
Enables automated code review and GitHub PR commenting through MCP integration.
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| 57728 |
winrm-mcp
Claim
MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/C…
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| 57729 |
Enables AI agents to extract design systems, analyze components, and maintain d…
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| 57730 |
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
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| 57731 |
remember-mcp
Claim
Multi-tenant memory system MCP server with vector search, relationships, and tr…
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| 57732 |
abap-mcp
Claim
An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud re…
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| 57733 |
Your AI discovers and installs MCP servers across Official Registry, Glama, and…
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| 57734 |
E2b Universal MCP Server
Claim
Enables interaction with E2b's tools and services through a standardized MCP in…
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| 57735 |
gitlab-mcp
Claim
Enables natural language interactions with GitLab via Claude Code, supporting M…
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| 57736 |
youtube-mcp
Claim
MCP server for YouTube Data API v3 enabling video search, channel lookup, trend…
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| 57737 |
ctx-gen-mcp
Claim
Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for l…
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| 57738 |
cloudwatch-mcp
Claim
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
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| 57739 |
seo-checker-ai-mcp
Claim
seo-checker-ai-mcp MCP server by MEOK AI Labs
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| 57740 |
Weather MCP Server
Claim
Provides weather alerts and forecasts via MCP tools, supporting both STDIO and …
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| 57741 |
unreal-engine-mcp
Claim
An MCP server that gives AI agents broad control over Unreal Engine 5.7, enabli…
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| 57742 |
simple-fal-mcp
Claim
MCP server for fal model discovery, execution, pricing, and local media process…
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| 57743 |
Hive Mind
Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
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| 57744 |
multi-gmail-mcp
Claim
An MCP server that provides read, label, and draft access to multiple Gmail acc…
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| 57745 |
serv
Claim
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| 57746 |
A lightweight MCP server enabling web search and content fetching via TinyFish …
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| 57747 |
An MCP server that lets recruiters and AI assistants explore your profile, skil…
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| 57748 |
trac-mcp-server
Claim
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
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| 57749 |
unique-id-generator
Claim
A simple MCP server that provides tools for generating unique IDs in several fo…
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| 57750 |
Second Brain MCP
Claim
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
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