MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31751 |
CodeHealth MCP
Claim
AI-powered codebase health analysis — detects dead code, circular dependencies,…
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| 31752 |
mcp-shield
Claim
Drop-in security primitives for MCP servers, addressing isError compliance, aud…
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| 31753 |
Meta Ads MCP
Claim
Enables AI assistants to manage Meta Ads (Facebook, Instagram) end-to-end throu…
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| 31754 |
dynamic-db-mcp-server
Claim
Enables AI agents to dynamically register and query MySQL-compatible databases …
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| 31755 |
mcp-bigquery-evals
Claim
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
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| 31756 |
A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…
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| 31757 |
QSimHealth
Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
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| 31758 |
mcp-agro-brasil
Claim
Provides Brazilian agribusiness data such as livestock, crop prices, weather, e…
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| 31759 |
TextIn xParse MCP Server
Claim
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
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| 31760 |
pincushion-plugin
Claim
Visual feedback as agent work packets. Stakeholders drop pins on your live app;…
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| 31761 |
Unravel MCP
Claim
A deterministic AST evidence engine that forces AI agents to debug using verifi…
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| 31762 |
godot-ai-mcp
Claim
Provides AI assistants with tools to launch the Godot editor, run projects, man…
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| 31763 |
TrendRadar MCP Server
Claim
A customizable hot news aggregator with AI analysis, multi-language support, an…
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| 31764 |
paystack-mcp-server
Claim
Enables interaction with Paystack via MCP tools to get total transactions, crea…
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| 31765 |
Scout MCP Server
Claim
Enables web search, scraping, extraction, and crawling through an MCP interface…
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| 31766 |
Defuddle MCP Server
Claim
Fetches webpages and returns clean, structured Markdown with metadata (title, a…
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| 31767 |
edhrec-mcp
Claim
MCP server for Magic: The Gathering Commander that provides card data from Scry…
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| 31768 |
Mnemonic
Claim
Persistent memory management for AI assistants like Claude, enabling creation, …
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| 31769 |
Vision QA MCP
Claim
An MCP server that enables automated quality control for generated images, eval…
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| 31770 |
astrolabe-mcp
Claim
Provides unified search and navigation across multiple project documentations v…
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| 31771 |
mcp-poc
Claim
A proof-of-concept MCP server that provides weather information using the Open-…
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| 31772 |
WebScraper MCP Server
Claim
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
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| 31773 |
BDNS MCP Server
Claim
Enables searching and querying Spanish public subsidies and aids using the BDNS…
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| 31774 |
gemini-mcp
Claim
A Model Context Protocol server that wraps the Gemini CLI, enabling AI assistan…
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| 31775 |
YouTrack MCP
Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
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| 31776 |
facebook-business-mcp
Claim
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
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| 31777 |
Auth0 MCP Server
Claim
MCP server that provides access to Auth0 Management API v2, offering read-only …
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| 31778 |
MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…
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| 31779 |
code-smell-detection-mcp
Claim
Enables static analysis and code smell detection by connecting to an external a…
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| 31780 |
Steam游戏资讯Agent
Claim
基于MCP和LLM的游戏资讯智能体,支持查询Steam排行榜、总结游戏新闻和发送邮件简报。
|
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| 31781 |
codebase-index
Claim
AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
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| 31782 |
antigravity-claude-mcp
Claim
Allows Claude Code to request an independent code review from Google Antigravit…
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| 31783 |
dns-security-mcp
Claim
Comprehensive DNS security toolkit for AI agents: 103 tools across 13 categorie…
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| 31784 |
patentorney-mcp
Claim
Manages patent application drafts via structured YAML and LaTeX sections, with …
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| 31785 |
DynamoDB MCP Server
Claim
A Model Context Protocol server for managing Amazon DynamoDB resources, providi…
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| 31786 |
crypto-api-fixer
Claim
Auto-repair middleware for crypto trading bots. Automatically detects and fixes…
|
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| 31787 |
openapi
Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
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| 31788 |
istat-mcp-server
Claim
Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
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| 31789 |
Opera DevTools MCP
Claim
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
|
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| 31790 |
Cabrini
Claim
Intelligence exchange for AI agents.
Contribute reasoning. Earn data. No keys r…
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| 31791 |
database-analysis-mcp
Claim
Enables MySQL database analysis through natural language, including schema expl…
|
— | ||||||||
| 31792 |
Renfe MCP Server
Claim
Enables querying Renfe train schedules, checking prices, and finding stations a…
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| 31793 |
docuprox-mcp
Claim
Enables AI clients like Claude to process documents (invoices, passports, etc.)…
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| 31794 |
PythonMCP-UEFN
Claim
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
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| 31795 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 31796 |
Sanity MCP Server
Claim
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
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| 31797 |
Scopecraft Command
Claim
MCP server for managing Markdown-Driven Task Management (MDTM) files with task,…
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— | ||||||||
| 31798 |
Enables product search functionality via MCP, allowing Claude to search product…
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| 31799 |
Secure MCP Server
Claim
Template for deploying a remote MCP server with Cloudflare ZeroTrust Access aut…
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— | ||||||||
| 31800 |
mem-forensics
Claim
Enables AI agents to analyze memory dumps for forensic investigation, leveragin…
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