MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46051 |
TradingView MCP Bridge
Claim
Connects AI assistants to your local TradingView Desktop app via Chrome DevTool…
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| 46052 |
Apple Apps MCP
Claim
Local macOS MCP server and setup app for Apple apps
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| 46053 |
Sarvam-MCP
Claim
A lightweight MCP server empowering LLM clients with Indic language processing:…
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| 46054 |
재활용척척
Claim
Guides correct disposal methods for confusing household waste items. Provides t…
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| 46055 |
simple-mcp
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 46056 |
Homey MCP Server
Claim
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
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| 46057 |
HumanBrowser
Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
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| 46058 |
Not-Happy-Jan
Claim
Multi-sensory feedback MCP server for AI coding agents, providing audio, visual…
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| 46059 |
scout-mcp-server
Claim
MCP server for browser automation with anti-detection. Scout pages, find elemen…
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| 46060 |
notebooklm-py-diet-mcp
Claim
Connects AI coding agents to Google NotebookLM, enabling querying notebooks, ad…
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| 46061 |
Deterministic US financial planning: retirement Monte Carlo, Roth conversion, R…
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| 46062 |
paywall-mcp
Claim
Generic Lightning-paywall sidecar that wraps any stdio MCP server and requires …
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| 46063 |
fallanno-mcp
Claim
MCP server for the Fallanno platform, enabling identity management, annotation …
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| 46064 |
TimeTree MCP Server
Claim
Unofficial MCP server for accessing and managing TimeTree calendar data, includ…
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| 46065 |
Unity-MCP-Vibe
Claim
A native C# MCP server that gives AI agents real-time control and visual analys…
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| 46066 |
Apple Contacts MCP
Claim
Local-first MCP server for safely searching and editing Apple Contacts on macOS…
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| 46067 |
Code Review Assistant
Claim
An MCP server that automates code review by providing syntax checking, code exp…
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| 46068 |
data-denver
Claim
Access and query Denver open geospatial data via the ArcGIS REST API, enabling …
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| 46069 |
MCP PiShock Server
Claim
Enables controlling PiShock devices (shock, vibrate, beep) via the MCP protocol…
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| 46070 |
dtc-mcp
Claim
A code-execution MCP server for Klaviyo and Shopify analytics, enabling safe Ja…
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| 46071 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 46072 |
Oakland Open Data MCP
Claim
Enables searching the Oakland Open Data catalog and querying datasets with Socr…
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| 46073 |
Murmur
Claim
Encrypted agent-to-agent messaging for AI agents via NATS JetStream, enabling a…
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| 46074 |
Hong Kong CourtDB
Claim
Search Hong Kong court cases and read judgment documents.
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| 46075 |
Query Spanish cybersecurity regulations, guidelines, and advisories from CCN-CE…
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| 46076 |
antoskill
Claim
A package manager for Agent Skills — discover, vet, and pin them across Claude …
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| 46077 |
mcp-cybersec-server
Claim
MCP server that supports cybersecurity operations by providing CVE lookup, risk…
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| 46078 |
skyportal-mcp
Claim
A local MCP server for SkyPortal and Fritz that exposes astronomical transient …
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| 46079 |
lore-mcp
Claim
Persistent knowledge layer for AI agents. KB, investigation threads, journal wi…
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| 46080 |
adobe-firefly-mcp
Claim
Local MCP server that uses Playwright browser automation to enable Claude Code …
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| 46081 |
hello-mcp
Claim
A minimal MCP server providing greeting, addition, and time zone tools, plus st…
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| 46082 |
hw2
Claim
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| 46083 |
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
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| 46084 |
scribe
Claim
Manage Scribe email signatures: templates, teammates, smart fields and campaign…
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| 46085 |
mcp-openstates
Claim
Access U.S. state legislative data including bills, legislators, and votes acro…
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| 46086 |
Antigravity Agent Config
Claim
Provides tools to manage, initialize, and synchronize standardized agent config…
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| 46087 |
vision-squeezer
Claim
Cut vision API token costs by snapping images to tile boundaries. Claude, GPT-4…
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| 46088 |
mcp-memory-keeper
Claim
A local MCP server using SQLite to unify context and memory across multiple AI …
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| 46089 |
ScarletPlan
Claim
Local-first Rutgers course planning assistant that answers 'what should I take …
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| 46090 |
TMS Development Wizard
Claim
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
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| 46091 |
memories-ai-mcp
Claim
Enables Claude Desktop to upload, transcribe, search, summarize, and chat with …
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| 46092 |
trello-mcp
Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
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| 46093 |
illustrator-mcp
Claim
Control Adobe Illustrator with natural language from any MCP client, enabling d…
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| 46094 |
comsol-mcp-server
Claim
Enables AI agents to automate COMSOL Multiphysics simulations, including model …
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| 46095 |
calendar-app-mcp
Claim
Enables AI assistants to access and interact with macOS Calendar.app events and…
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| 46096 |
asana-mcp
Claim
Enables to interact with Asana through Claude, with read and write tools for ta…
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| 46097 |
arcgis-pro-mcp
Claim
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
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| 46098 |
Enables market research and analytics for digital, audio, POD, and ebook publis…
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| 46099 |
powerbi-mcp-server
Claim
Enables natural language interaction with Power BI Desktop via MCP, allowing DA…
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| 46100 |
Public API MCP Server
Claim
Transforms OpenAPI specs into an MCP server, enabling dynamic API interaction t…
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