MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29251 |
structurizr
Claim
Structurizr is a "models as code" tool designed for the C4 model.
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| 29252 |
query-sanitizer-mcp
Claim
A local DLP middleware that redacts sensitive information from prompts using lo…
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| 29253 |
WikiJS MCP Server
Claim
Enables comprehensive management of WikiJS instances through tools for searchin…
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| 29254 |
Chrome DevTools MCP
Claim
Enables AI assistants to control and inspect a live Chrome browser for automate…
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| 29255 |
QuantData MCP Server
Claim
Provides AI agents with access to real-time and historical SPX 0DTE options mar…
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| 29256 |
Iris MCP Server
Claim
A multi-backend gateway that enables access to various services like Google Dri…
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| 29257 |
ami-mcp
Claim
An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interfac…
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| 29258 |
farmbot-agent
Claim
An MCP server and CLI for controlling FarmBot hardware, enabling AI agents to m…
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| 29259 |
Statespace
Claim
Enables users to document data and connect it to AI agents by defining tools an…
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| 29260 |
CLS MCP Server
Claim
Provides a suite of 33 tools for interacting with Tencent Cloud Log Service (CL…
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| 29261 |
Tideways MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to query Tidew…
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| 29262 |
Websearch MCP Server
Claim
Enables web searching via DuckDuckGo and page fetching with automatic HTML-to-M…
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| 29263 |
SSH MCP Server
Claim
SSH MCP Server lets you manage remote Linux servers through natural language in…
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| 29264 |
Simple SSH MCP Server
Claim
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
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| 29265 |
Jimeng MCP Server
Claim
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
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| 29266 |
TestRail MCP Server
Claim
MCP server for TestRail that enables AI assistants to interact with TestRail's …
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| 29267 |
todoistcoops1895
Claim
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| 29268 |
vmware-nsx-security
Claim
AI-powered VMware NSX DFW microsegmentation and security. Manage distributed fi…
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| 29269 |
LogScale MCP Server
Claim
Query CrowdStrike Falcon LogScale logs from AI assistants via the Model Context…
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| 29270 |
Remote Demo MCP
Claim
A local MCP server that automates the deployment of static directories to remot…
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| 29271 |
@businessmaps/mcp
Claim
An MCP bridge server that allows AI tools to call functions and execute code di…
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| 29272 |
vmware-nsx
Claim
AI-powered VMware NSX networking management. Configure segments, gateways, NAT,…
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| 29273 |
MySQL MCP Server
Claim
A Model Context Protocol service that enables AI assistants to directly query a…
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| 29274 |
Nexian MCP Hub
Claim
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
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| 29275 |
Provides real-time and historical exchange rate data for JPY against major curr…
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| 29276 |
Agent Bazaar MCP Server
Claim
MCP server for noui.bot Agent Bazaar — agent-first infrastructure tools. Platfo…
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| 29277 |
Spaceship MCP
Claim
An MCP server for managing and executing AI agents on the Spaceship AI platform…
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| 29278 |
Sprintra
Claim
AI-native project management with persistent memory for coding agents. 17 MCP t…
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| 29279 |
OfficeRnD MCP Server
Claim
A read-only MCP server that connects AI assistants to the OfficeRnD coworking a…
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| 29280 |
Telegram MCP Server
Claim
Enables interaction with the Telegram Bot API via the Model Context Protocol to…
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| 29281 |
disvr
Claim
Tool search engine for AI agents. One API call to discover the best MCP server …
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| 29282 |
ai-compass
Claim
Describe your AI use case in plain English, get ranked model recommendations wi…
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| 29283 |
Token safety for AI agents. 27 scam patterns, real honeypot simulation via DEX …
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| 29284 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
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| 29285 |
resQ MCP Server
Claim
A Model Context Protocol server for the resQ emergency response system that int…
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| 29286 |
CigarFinder
Claim
Search over 68,000 cigars from 17+ trusted retailers to find specific brands, s…
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| 29287 |
LexQ
Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
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| 29288 |
FantasyPros API Server
Claim
Access sports data, news, rankings, and projections seamlessly. Retrieve the la…
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| 29289 |
xara
Claim
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| 29290 |
Federal Agency Rules and Executive Actions
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| 29291 |
MCP server for searching 40,000+ daily expired and auction domains from 12 plat…
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| 29292 |
Irenic Table
Claim
A free, general-purpose, collaborative, virtual whiteboard app in the spirit of…
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| 29293 |
Enable seamless interaction with the Hyperion blockchain through a standardized…
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| 29294 |
uluesky
Claim
Bluesky MCP — wraps the AT Protocol API
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| 29295 |
ureweries
Claim
Breweries MCP — Open Brewery DB API (free, no auth)
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| 29296 |
toonify-mcp
Claim
Automatic token optimization for Claude Code and MCP workflows, including struc…
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| 29297 |
Govbase
Claim
Govbase provides U.S. federal policy data — search bills, executive orders, loo…
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| 29298 |
bravelabs
Claim
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| 29299 |
js_smithery-mcp
Claim
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| 29300 |
mcp-cosplay
Claim
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