MCP Server Quality Scores
Independent quality analysis of 50103 public MCP servers
Last updated 1 hour, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49351 |
Facebook Publisher
Claim
Safe Facebook Pages publishing with brand-voice, image-required & anti-duplicat…
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| 49352 |
lunchmoney-mcp
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A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 49353 |
applemusic-mcp
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MCP server for Apple Music that lets AI assistants manage playlists, control pl…
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| 49354 |
NetOps
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A comprehensive network management platform for tracking devices, sites, and to…
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| 49355 |
aicoreutils
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JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
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| 49356 |
mixxx-mcp
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MCP server for Mixxx DJ software that enables AI agents to control transport, m…
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| 49357 |
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
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| 49358 |
Virustotal
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VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
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| 49359 |
Remote MCP server bridging Motion to Claude
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| 49360 |
uudb
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| 49361 |
Azure Pricing MCP Server
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This MCP server enables querying Azure resource pricing programmatically throug…
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| 49362 |
agentberg
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Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
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| 49363 |
self-inspect
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Enables agents to reflect on their own thinking by returning a metathought ques…
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| 49364 |
FVWM3 Window Manager
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Enables interaction with the FVWM3 window manager for configuration generation,…
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| 49365 |
MLB Stats MCP Server
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A Cloudflare Worker that provides access to MLB Statistics API data through the…
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| 49366 |
A lightweight gateway server that provides a unified connection entry point for…
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| 49367 |
Strato Scopus MCP
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Connects Scopus to AI assistants for literature discovery. Provides tools for f…
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| 49368 |
fortnox-mcp-server
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Enables AI agents to manage invoices, customers, suppliers, accounting entries,…
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| 49369 |
MCP Server Template
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A scaffold project for building FastAPI-based Model Context Protocol servers wi…
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| 49370 |
Uranium MCP Server
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Enables LLMs to create and manage NFT collections and assets through the Uraniu…
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| 49371 |
MCP server that provides npm package information for AI agents during TypeScrip…
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| 49372 |
ileti-merkezi-mcp
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MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
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| 49373 |
Hiito MCP Server
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Enables AI assistants to query nearby parties, retrieve party details, and gene…
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| 49374 |
odoo-mcp-xyt
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MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
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| 49375 |
ComfyUI-APP-MCP
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A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
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| 49376 |
mcp_inventory
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A Python-based MCP server that manages a product inventory using SQLite, allowi…
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| 49377 |
run402-mcp
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Enables users to provision, manage, and query AI-native Postgres databases dire…
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| 49378 |
AI Furniture Hub
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Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 49379 |
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
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| 49380 |
sales
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BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
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| 49381 |
ssh-client-mcp-server
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A local MCP server that enables LLMs to execute shell commands on remote hosts …
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| 49382 |
marvenn-mcp
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Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
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| 49383 |
A Model Context Protocol server that provides access to messages from an extern…
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| 49384 |
flight-tracker
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Provides comprehensive flight tracking capabilities using the OpenSky Network A…
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| 49385 |
mcp-manimgl
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Exposes manimgl mathematical animation functionality as MCP tools, enabling LLM…
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| 49386 |
My Awesome MCP
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A basic MCP server built with FastMCP framework that provides example tools inc…
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| 49387 |
monarch-mcp
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MCP server that bridges Claude to Monarch Money for personal-finance analysis a…
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| 49388 |
bq-readonly-mcp
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A read-only BigQuery MCP server with auto-LIMIT injection, dry-run cost guard, …
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| 49389 |
Unstorage MCP Server
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Enables key-value storage operations using multiple backends (memory, filesyste…
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| 49390 |
Anki MCP Server
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An implementation that connects to locally running Anki, enabling card review a…
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| 49391 |
engine
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AIN bias & stability engine: finance, gaming, AI, crypto. 68 tools across 11 ca…
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| 49392 |
vincario-vehicle-data
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An MCP (Model Context Protocol) server that exposes the Vincario API to AI agen…
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| 49393 |
pubnub-mcp
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| 49394 |
Track AI agent fleet performance, costs, anomalies, and trends.
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| 49395 |
@yawlabs/aws-mcp
Claim
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 49396 |
Get personalized workout recommendations based on your menstrual cycle phase. A…
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| 49397 |
delx-memory
Claim
Local-first persistent memory MCP: shared SQLite key/value store, searchable, T…
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| 49398 |
mcp.hosting — one install, all your MCP servers, managed from the cloud
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| 49399 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 49400 |
a2aidentitytoll-mcp
Claim
Remote MCP for A2A caller identity, scope policy, verdict receipts, and audit h…
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