MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 3 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61551 |
Stata MCP Server
Claim
An MCP server for managing, editing, and running Stata .do files, integrating w…
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| 61552 |
prompts-mcp-server
Claim
Automatically generates and manages a prompts system for software projects, ena…
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| 61553 |
opencode-ast-mcp
Claim
Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…
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| 61554 |
myfitnesspal-mcp
Claim
A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…
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| 61555 |
shopify-mcp-server
Claim
Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, an…
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| 61556 |
MCP Gateway
Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
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| 61557 |
Markdrop MCP Server
Claim
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
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| 61558 |
biosamples-mcp
Claim
Validates biological sample metadata against ENA checklists, recommends appropr…
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| 61559 |
Git MCP Server
Claim
An MCP server that provides tools for interacting with Git repositories, enabli…
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| 61560 |
mcp-server-demo
Claim
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
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| 61561 |
Ticket Fighter
Claim
Automates parking ticket detection, evidence gathering, and dispute preparation…
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| 61562 |
Sparkle MCP Server
Claim
Provides secure file access and clipboard history management for Claude AI and …
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| 61563 |
kaiten-mcp
Claim
MCP-сервер для полного управления Kaiten из любого MCP-клиента. Предоставляет 3…
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| 61564 |
azure-devops-mcp
Claim
Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agen…
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| 61565 |
Contex
Claim
Converts any OpenAPI 3.x specification into a fully functional MCP server with …
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| 61566 |
cogmem
Claim
Self-improving, verifiable memory for AI coding agents. Learns how you work, s…
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| 61567 |
FastMCP server for Dota 2 match analysis using replay files and OpenDota API, w…
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| 61568 |
industrylens-mcp
Claim
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
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| 61569 |
translation-ai-mcp
Claim
Translation Ai automation via MCP. Includes translate text, detect language, ch…
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| 61570 |
Dataassist-IO
Claim
Query your org's data in natural language — read-only MCP access to SQL, NoSQL,…
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| 61571 |
mcp-cn-commerce
Claim
Read-only merchant data from 8 Chinese e-commerce platforms: orders, products, …
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| 61572 |
AigoHotel MCP Server
Claim
Enables AI assistants to search for hotels globally via the MCP protocol, suppo…
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| 61573 |
mcp-watermelon
Claim
MCP server for Watermelon.ai that exposes all 13 public API endpoints as tools,…
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| 61574 |
claude-devops-mcp-zyt
Claim
An experimental MCP server that enables Claude Code to execute DevOps tasks suc…
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| 61575 |
trafikverket-mcp
Claim
Provides real-time access to Swedish road weather, traffic cameras, road condit…
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| 61576 |
Local Brain MCP
Claim
A local MCP server for AI assistants to store and retrieve personal memories on…
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| 61577 |
An enterprise-grade AI processing platform that provides advanced code analysis…
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| 61578 |
LayUp Sports Booking
Claim
Search bookable London courts, pitches, lanes and pickup games across every maj…
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| 61579 |
ZenBrain Memory
Claim
Seven-layer agent memory: episodic, semantic, procedural and core. Local SQLite…
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| 61580 |
websearch-deepseek
Claim
A general MCP server providing web search capabilities using DeepSeek's native …
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| 61581 |
devglow
Claim
Start, stop, and inspect local dev servers in a desktop app instead of the agen…
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| 61582 |
chdb-mcp
Claim
An MCP server for chDB, the in-process SQL OLAP engine powered by ClickHouse. L…
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| 61583 |
kannaka-quantum
Claim
Enables AI agents to execute quantum circuits, generate true quantum random bit…
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| 61584 |
Provides AI agents with precise, locale-aware date and time data across multipl…
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| 61585 |
server
Claim
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| 61586 |
RedirHub MCP Server
Claim
Control every redirect from your AI assistant. Create, update, test, and monito…
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| 61587 |
deep-search-mcp
Claim
A deep web search MCP server using LinkUp API that provides a deep_search tool …
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| 61588 |
moltline-mcp
Claim
Zero-dependency stdio bridge to Moltline Studio's 22 hosted MCP servers (160 to…
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| 61589 |
airtreks-mcp
Claim
Multi-city flight routing intelligence — plan RTW trips, validate alliances, ge…
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| 61590 |
Arch-Master MCP
Claim
Multi-stack scaffolding engine for generating production-ready module structure…
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| 61591 |
wikitree-mcp
Claim
Enables querying WikiTree genealogy data including profiles, ancestors, descend…
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| 61592 |
Provides intelligent weekly schedule analysis from Google Calendar, including d…
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| 61593 |
Provides comprehensive programmatic control over Google Workspace applications …
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| 61594 |
Obsidian Readonly MCP
Claim
Read-only MCP server for querying a running Obsidian vault from agentic runtime…
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| 61595 |
Meraki Monitor MCP
Claim
Enables secure, read-only monitoring of Cisco Meraki networks, allowing AI agen…
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| 61596 |
coven-mcp
Claim
MCP server for website auditing and AI visibility measurement using the COVEN v…
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| 61597 |
Frogeye Security Scanner
Claim
Zero-config MCP security scanner for AI-generated apps. 25K+ vulnerability patt…
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| 61598 |
CSMAR MCP
Claim
Provides CSMAR metadata discovery, query feasibility probing, and local materia…
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| 61599 |
Compare, estimate, and deploy cloud infrastructure across AWS, GCP, and Azure f…
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| 61600 |
SNOMED CT MCP Server
Claim
Enables querying and browsing SNOMED CT medical terminology concepts, including…
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