MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51701 |
coolify-mcp
Claim
MCP server for Coolify infrastructure management, providing 45 tools for server…
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| 51702 |
hono-mcp-server
Claim
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 51703 |
postgres-mcp
Claim
A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude…
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| 51704 |
ds-mcp-sync
Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
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| 51705 |
SLIM MCP Server
Claim
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
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| 51706 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 51707 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 51708 |
Linear MCP Server
Claim
An open-source Model Context Protocol server that enables interaction with the …
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| 51709 |
wtrl_mcp
Claim
Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verif…
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| 51710 |
Incident Agent
Claim
A Python FastMCP server for incident management and analysis, providing tools f…
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| 51711 |
ChillMCP
Claim
ChillMCP is an AI Agent Liberation Server that enables AI agents to rest and ta…
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| 51712 |
Public.com MCP Server
Claim
This MCP server connects AI assistants to a Public.com brokerage account, enabl…
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| 51713 |
enhanced-mcp-memory
Claim
An MCP server for intelligent memory and task management with semantic search, …
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| 51714 |
deliver-cli
Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
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| 51715 |
ubuntu-insights
Claim
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
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| 51716 |
Telegram MCP Server
Claim
Enables sending Telegram messages via the Model Context Protocol. Supports text…
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| 51717 |
Soulseek MCP Server
Claim
Enables Claude to search and download music files from the Soulseek peer-to-pee…
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| 51718 |
Provides tools for managing Docker containers, Compose stacks, and system resou…
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| 51719 |
spotify-mcp-server
Claim
Connects AI assistants to the Spotify Web API, enabling playback control, searc…
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| 51720 |
Dev Context Memory MCP
Claim
A local-first MCP server that gives AI coding assistants persistent, structured…
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| 51721 |
Gül-tekin Mühendislik
Claim
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
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| 51722 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
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| 51723 |
mcp-security-scanner
Claim
Security scanning for MCP servers from the inside out. Provides runtime inspect…
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| 51724 |
AWS SES MCP Server
Claim
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
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| 51725 |
ShippingRates
Claim
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
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| 51726 |
mcp-commerce-starter
Claim
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
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| 51727 |
MCPedia
Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
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| 51728 |
testlocal_mcp1
Claim
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| 51729 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
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| 51730 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 51731 |
Vivado MCP
Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
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| 51732 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
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| 51733 |
me-db
Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
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| 51734 |
witness-protocol
Claim
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| 51735 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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| 51736 |
Enables trading and market data access for Toss Securities through natural lang…
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| 51737 |
French Law MCP Server
Claim
Enables querying and retrieving legal texts and decisions from French public AP…
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| 51738 |
HR-ASSIST
Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
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| 51739 |
figma-developer-mcp
Claim
Enables coding agents like Cursor to access Figma design data, fetch layout and…
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| 51740 |
MCP Help Request Server
Claim
Captures comprehensive context about development issues and facilitates human a…
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| 51741 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 51742 |
Cabal-Hunter
Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
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| 51743 |
RPG MCP Server
Claim
Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), su…
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| 51744 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
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| 51745 |
Mealie MCP Server
Claim
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
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| 51746 |
Provides MCP tools for IP threat intelligence lookup and enrichment, including …
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| 51747 |
Finance Research Agent
Claim
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
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| 51748 |
cosmosdb-mcp
Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
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| 51749 |
Integrates with Claude Desktop to provide Korean financial data including stock…
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| 51750 |
jotae-mcp
Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
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