MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49401 |
LocalFiles MCP Server
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Provides secure access to local files from specified directories. Enables listi…
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| 49402 |
hibae-admin-gq
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| 49403 |
Moorcheh MCP Server
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Enables interaction with Moorcheh AI services including namespace management, d…
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| 49404 |
avaliabem
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| 49405 |
The Stall
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x402 capability chassis: 170+ AI-callable, pay-per-call data tools (US/global e…
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| 49406 |
Django DRF MCP Server
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Enables natural language interaction with Django REST Framework APIs by auto-di…
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| 49407 |
MCP Architect
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Provides comprehensive architectural expertise through specialized agents, reso…
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| 49408 |
WP Database MCP Server
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Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …
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| 49409 |
vyos-mcp
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MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
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| 49410 |
Active MCP
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A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…
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| 49411 |
yfinance-mcp-server
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Enables retrieval of historical stock data from Yahoo Finance through a simple …
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| 49412 |
mcp-music-forge
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MCP server for downloading and processing audio from SoundCloud and other sourc…
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| 49413 |
MaxCompute MCP Server
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MCP server for MaxCompute, enabling table listing, schema inspection, partition…
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| 49414 |
junto-memory
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A shared memory and coordination server for multiple AI coding agents, built on…
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| 49415 |
Award Travel Finder
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Search award flight availability, points pricing, and status matches from your …
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| 49416 |
Substack CLI + 26-tool MCP server. Your IDE drafts replies via propose_reply. N…
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| 49417 |
Office-PowerPoint-MCP
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Enables AI assistants to programmatically create, manipulate, and analyze Micro…
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| 49418 |
mysql-mcp-server
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Provides read-only access to MySQL database schema and sample data, offering to…
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| 49419 |
Filesys
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A Filesystem MCP server that allows an LLM to read and list files from a specif…
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| 49420 |
RPGMakerUltimate-MCP
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Model Context Protocol server for RPG Maker MV project management. Provides 102…
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| 49421 |
Overseerr MCP
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Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…
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| 49422 |
SenderKit
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Build and send email, SMS, and push straight from your AI agent.
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| 49423 |
macuse
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Bridges AI assistants with native macOS functionality through the Model Context…
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| 49424 |
Award Flight Daily
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Official Industry Standard MCP for Travel Awards, Points, and more. Search awar…
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| 49425 |
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
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| 49426 |
PDBe MCP Servers
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Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
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| 49427 |
Todoist MCP Server
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Enables task, project, section, label, and comment management via Todoist's API…
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| 49428 |
Rezi Resume MCP
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Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
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| 49429 |
ContextualAgentRulesHub
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MCP server for storing and retrieving context-specific agent rules, enabling AI…
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| 49430 |
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
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| 49431 |
smithsonian-mcp-server
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Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
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| 49432 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
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| 49433 |
WebsiteOps MCP Server
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Bridges AI coding assistants with website codebases, local git repositories, an…
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| 49434 |
OpenAI Ads MCP Server
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An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
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| 49435 |
Open MCP Knowledgebase
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A zero-database MCP knowledgebase template for Vercel that exposes static Markd…
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| 49436 |
mcp-font-split
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Provides font subsetting and web-font generation tools (split_font, split_font_…
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| 49437 |
Finance MCP Server
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Provides real-time financial data from Yahoo Finance, enabling stock price look…
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| 49438 |
Grafana FastMCP Server
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Enables MCP-compatible agents to interact with Grafana instances for searching,…
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| 49439 |
MCP Weather Service
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A weather service built using Model-Context-Protocol (MCP) that provides curren…
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| 49440 |
fichapao-mcp-server
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MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
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| 49441 |
Claude MCP Starter
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A production-ready MCP server template with built-in tools for file search, web…
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| 49442 |
oci-mcp-server
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Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
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| 49443 |
nima-career-mcp
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Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
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| 49444 |
mcp-pr-reviewer
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Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
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| 49445 |
Indico MCP Server
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Provides access to CERN Indico public events, enabling search, retrieval of eve…
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| 49446 |
knowledge-to-action-mcp
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Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
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| 49447 |
pronote-mcp
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A local MCP server that exposes Pronote (French school management system) data …
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| 49448 |
Flux MCP Server
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Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
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| 49449 |
clawops
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Deploy and manage self-hosted OpenClaw instances across clouds
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| 49450 |
log-mcp-server
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A log analysis MCP server that enables tailing, searching, filtering, and summa…
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