MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46101 |
applemusic-mcp
Claim
MCP server for Apple Music that lets AI assistants manage playlists, control pl…
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| 46102 |
DuckDuckGo MCP Server
Claim
A basic MCP server template built with FastMCP framework that provides example …
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| 46103 |
skillhub
Claim
Enables AI agents to scan codebases for TODO/FIXME/XXX patterns and get priorit…
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| 46104 |
A feature-rich Model Context Protocol gateway that federates MCP and REST servi…
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| 46105 |
Roblox Studio MCP
Claim
Connects AI assistants to Roblox Studio, enabling them to interact with instanc…
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| 46106 |
codemagic_mcp
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MCP server for the Codemagic CI/CD API, enabling app management, build operatio…
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| 46107 |
coffee-price-mcp
Claim
A read-only MCP server that wraps the coffee.pryzm.gg public API to calculate e…
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| 46108 |
unreal-project-mcp
Claim
Indexes Unreal Engine project C++ source, config files, dependencies, gameplay …
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| 46109 |
MailNet MCP Server
Claim
Unified email orchestration server for Gmail and Outlook with agentic tools for…
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| 46110 |
Solibri MCP Server
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Enables remote automation of Solibri Office tasks including model checking, qua…
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| 46111 |
mcp-1
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| 46112 |
Live Robinhood Chain tokenized-stock data: basis vs NASDAQ, gaps, pools, whale …
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| 46113 |
Cortex Memory MCP Server
Claim
An AI-optimized knowledge management system that provides semantic search, memo…
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| 46114 |
server-curl
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| 46115 |
posbuzz-mcp
Claim
A local MCP server that exposes the PosBuzz cosmetic analysis SaaS API as MCP t…
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| 46116 |
Enables developers to generate structured software documentation including user…
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| 46117 |
chutes-media-mcp
Claim
Generates images, videos, music, and speech via the Chutes API, saving assets d…
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| 46118 |
pantry-aide
Claim
AI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all fr…
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| 46119 |
Bruno MCP Server
Claim
Enables AI coding assistants to discover, inspect, and run API requests in Brun…
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| 46120 |
mcp-ns-railways
Claim
MCP server for querying Dutch railway data via the NS API, with planned tools f…
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| 46121 |
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
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| 46122 |
mcp-sudact
Claim
MCP server for Russian court practice (Sudact): full-text case search by law ar…
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| 46123 |
datacore-mcp
Claim
MCP server exposing Datacore's knowledge base, GTD, and engram memory to any AI…
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| 46124 |
magicpod-mcp-server
Claim
An MCP server that integrates AI agents with MagicPod, enabling natural languag…
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| 46125 |
Persistent codebase intelligence that gives AI assistants memory across sessions
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| 46126 |
mcp-rules-server
Claim
MCP server that provides code validation rules and analysis for various stacks/…
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| 46127 |
video-editor
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An MCP server for programmatic video editing using ffmpeg, enabling draft creat…
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| 46128 |
vikunja-mcp
Claim
Enables to interact with Vikunja task management through its REST API, supporti…
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| 46129 |
Super-Productivity-MCP
Claim
An MCP server that connects AI assistants to Super Productivity for managing ta…
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| 46130 |
ai-model-selector-mcp
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Provides AI assistants with structured access to metadata for 76+ AI models acr…
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| 46131 |
DiscreteRate
Claim
Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…
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| 46132 |
MCP Healthcare Server
Claim
An MCP server for clinical workflows with tools for patient lookup, appointment…
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| 46133 |
etracker MCP Server
Claim
Enables AI assistants to query etracker analytics data such as page views, conv…
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| 46134 |
mcp-database
Claim
MCP server for connecting to databases (PostgreSQL, MySQL, SQL Server, Redis) e…
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| 46135 |
etapa
Claim
Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…
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| 46136 |
Toggl MCP Server
Claim
Enables AI assistants to interact with the Toggl time tracking API to manage ti…
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| 46137 |
mcp-htmlentities
Claim
Enables encoding text to HTML entities and decoding HTML entities back to plain…
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| 46138 |
Enables LLM-powered tools to manage Databricks permissions, credentials, and Gi…
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| 46139 |
This MCP server enables AI assistants to interact with Affinity Designer for do…
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| 46140 |
A Model Context Protocol server that uses Git as a backend for a collaborative …
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| 46141 |
Enables LLMs to fetch exact LDS scripture verses, search scriptures by topic, r…
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| 46142 |
Provides a retrieval/MCP knowledge server for the Unreal Engine Python API, ena…
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| 46143 |
mcp-gouv-fr
Claim
MCP server for exploring French public open data via APIs like data.gouv.fr, ge…
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| 46144 |
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
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| 46145 |
docker-mcp-server
Claim
Docker container management for AI agents — health checks, auto-restart, Compos…
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| 46146 |
Deploy a remote MCP server on Cloudflare Workers without authentication, with c…
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| 46147 |
PDBe MCP Servers
Claim
Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…
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| 46148 |
x402tools
Claim
9 pay-per-call utility tools (QR, screenshot, DNS, OCR, PDF, etc) paid in USDC …
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| 46149 |
cpassist-mcp
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| 46150 |
duplicati-mcp
Claim
MCP server for managing Duplicati backups from an LLM.
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