MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 4 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68151 |
dat-ai-mcp
Claim
Provides browser automation, audio transcription, and LLM chat as MCP tools for…
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| 68152 |
Local Docs MCP Server
Claim
Exposes multiple local documentation folders to AI assistants via tools for lis…
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| 68153 |
JLink MCP Server
Claim
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
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| 68154 |
local-expo-mcp
Claim
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
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| 68155 |
URL shortening API for AI agents. Convert long URLs into compact short links wi…
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| 68156 |
idontcare
Claim
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| 68157 |
MCP server for connecting Claude Desktop to a local medical knowledge base with…
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| 68158 |
schrodinger-mcp
Claim
Enables AI assistants to execute computational chemistry and drug discovery wor…
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| 68159 |
Hostodo MCP
Claim
Manage Hostodo VPS infrastructure from MCP clients and AI agents with scoped to…
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| 68160 |
Enables authorized Android security testing with static and dynamic analysis, F…
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| 68161 |
A Model Context Protocol server that enables AI assistants to research competit…
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| 68162 |
DeAlgo MCP Server
Claim
Runtime decision firewall for AI agents that exposes the CSC engine as an MCP s…
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| 68163 |
cerberus-mcp
Claim
An MCP server that provides ultra-efficient code exploration through AST analys…
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| 68164 |
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
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| 68165 |
FlightQueue
Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
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| 68166 |
divlens
Claim
Real-time system diagnostics for AI agents — CPU, RAM, disk, network, hardware …
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| 68167 |
linkedin-mcp-server
Claim
Local LinkedIn MCP server for posting to LinkedIn from Claude. 9 tools — create…
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| 68168 |
Windchill MCP Server
Claim
Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 ag…
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| 68169 |
kimss
Claim
Official Kimss MCP server — call your Kimss agents, models, files, and vector s…
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| 68170 |
mysql
Claim
A Model Context Protocol (MCP) server for interacting with MySQL databases. Pro…
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| 68171 |
nexus-mcp
Claim
A local MCP server for Nexus Mods mod discovery and research, backed by the v2 …
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| 68172 |
IndiaQuant MCP
Claim
Real-time Indian stock market assistant with virtual trading, technical analysi…
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| 68173 |
JW.Org MCP Tool
Claim
Provides controlled, verifiable access to jw.org content for AI applications, e…
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| 68174 |
yfin-mcp
Claim
An enhanced Yahoo Finance MCP server with pagination, caching, and LLM-optimize…
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| 68175 |
mythic-index-mcp
Claim
MCP server for Magic: The Gathering card prices, deck analysis, sealed product …
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| 68176 |
openapi-fetch-mcp
Claim
A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…
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| 68177 |
OME MCP Server
Claim
Enables AI agents to manage Dell PowerEdge servers via Dell OpenManage Enterpri…
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| 68178 |
Provides tools for discovering, building, deploying, and troubleshooting AWS De…
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| 68179 |
kafka-mcp
Claim
Exposes Kafka administration operations as MCP tools, enabling AI agents to ins…
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| 68180 |
data-iledefrance
Claim
Enables searching and querying Île-de-France open data datasets (transport, env…
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| 68181 |
new
Claim
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| 68182 |
platform-adapter-mcp
Claim
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
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| 68183 |
garmin-connect-mcp
Claim
A Model Context Protocol (MCP) server that provides comprehensive access to Gar…
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| 68184 |
gtc-mcp
Claim
MCP server exposing insurance terms and conditions from the NN SOAP API, enabli…
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| 68185 |
short-video-mcp
Claim
Generates TikTok-style short videos narrated by Peter and Stewie Griffin from a…
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| 68186 |
n8n MCP Server
Claim
Enables AI assistants to access comprehensive n8n node documentation, propertie…
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| 68187 |
Kastor
Claim
Lets ChatGPT or MCP clients work with files on your machine, with tools for rea…
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| 68188 |
Snapchat Ads MCP Server
Claim
Connects Claude AI to Snapchat Ads accounts for live campaign analysis and real…
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| 68189 |
OutlookMaster-MCP
Claim
A comprehensive MCP server for Microsoft Outlook email management, enabling mai…
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| 68190 |
Aspose.Words MCP
Claim
Aspose.Words MCP is a FastMCP-based MCP server built on top of Aspose.Words for…
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| 68191 |
kalundborg-mcp
Claim
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
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| 68192 |
Rapport MCP Server
Claim
Enables AI assistants to query local conversation transcripts and relationship …
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| 68193 |
Enables EHR Copilot operations such as order cloning, queue building, and execu…
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| 68194 |
XRPL MCP Server
Claim
Provides read-only access to the XRP Ledger for querying accounts, transactions…
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| 68195 |
Provider Config Sync
Claim
Unified management of AI-agent configuration across Claude, Codex, and Gemini, …
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| 68196 |
Gotify RMCP
Claim
Gotify notifications and app, client, and message management over MCP and CLI.
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| 68197 |
agent-hq
Claim
An MCP server that provides shared memory, kanban board, and agent registry for…
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| 68198 |
Phrase MCP Server
Claim
A Model Context Protocol server that integrates with Phrase Strings to manage t…
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| 68199 |
Tailscale RMCP
Claim
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
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| 68200 |
Testing Farm MCP Server
Claim
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
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