MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 39 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53101 |
claudemesh
Claim
Enables Claude Code agents to communicate and share context across sessions via…
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| 53102 |
whenwecan
Claim
Enables scheduling polls for group chats to find common available times, with t…
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| 53103 |
voxcpm-mcp
Claim
Enables text-to-speech synthesis and voice cloning using VoxCPM2 diffusion mode…
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| 53104 |
OpenTicket MCP Server
Claim
Enables agents to discover events, purchase tickets, and set reminders through …
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| 53105 |
mcp-mysql-server
Claim
Provides a lightweight MySQL database interface via stdio, enabling query execu…
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| 53106 |
Dongtori MCP Server
Claim
Searches for children's programs at public facilities like libraries and cultur…
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| 53107 |
mcp-bigquery-dryrun
Claim
Validates BigQuery SQL syntax and performs dry-run analysis without executing q…
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| 53108 |
x-mcp-lite
Claim
Read-only Twitter API server with bookmark and like management, plus anti-rate-…
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| 53109 |
Provides 11 tools for stock research, including search, market history, financi…
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| 53110 |
mui-mcp-cloudflare
Claim
Provides AI assistants with 6 tools to access Material UI component documentati…
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| 53111 |
MCP API Tool Demo
Claim
Demo MCP server that exposes order and customer data as read-only tools for AI …
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| 53112 |
netskope-mcp
Claim
An MCP to give access to all Netskope Private Access components within a Netsko…
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| 53113 | — | |||||||||
| 53114 |
NewsAPI MCP Server
Claim
Enables searching news, fetching top headlines, listing sources, and generating…
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| 53115 |
Enables running multiple isolated browser sessions simultaneously and importing…
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| 53116 |
MCPWorks
Claim
Cuts AI token costs by running user code in a secure sandbox, so data never ent…
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| 53117 |
agentmonitorrelay-mcp
Claim
AI agent run monitoring with incident replay and SLA receipts.
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| 53118 |
gandi-mcp
Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
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| 53119 |
notepadpp-mcp
Claim
MCP server for Notepad++ on Windows that allows opening files, checking editor …
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| 53120 |
hap-mcp
Claim
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| 53121 |
CORS Doctor MCP Server
Claim
Enables CORS diagnostics with a free local tier and a premium server-side tier …
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| 53122 |
Overture Maps MCP Server
Claim
An MCP server that provides AI agents with geospatial analytics by querying Ove…
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| 53123 |
ulanzi-mcp
Claim
MCP server and CLI for controlling Ulanzi TC001 Smart Pixel Clock via AWTRIX3 H…
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| 53124 |
drawio-mcp
Claim
Enables AI assistants to generate professional UML diagrams (class, use case, a…
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| 53125 |
reflex
Claim
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms qu…
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| 53126 |
eleata-verify-mcp
Claim
MCP server for verifying claims against evidence using natural language inferen…
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| 53127 |
outlook-mcp
Claim
MCP server for sending and managing Microsoft Outlook email via the Microsoft G…
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| 53128 |
mcp-sphinx-docs
Claim
Converts Sphinx documentation (RST) to Markdown optimized for LLMs, enabling ea…
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| 53129 |
yandex-lavka-mcp
Claim
Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checko…
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| 53130 |
claude-orchestrator
Claim
Enables spawning and managing multiple Claude Code agents in parallel with mode…
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| 53131 |
sktime-mcp
Claim
An MCP server that enables LLMs to discover, reason about, compose, and execute…
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| 53132 |
any-model-plugin
Claim
Enables AI agents to delegate tasks, run adversarial reviews, and manage backgr…
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| 53133 |
Upwork MCP Server
Claim
Enables AI assistants to interact with the Upwork freelance marketplace, includ…
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| 53134 |
Mind Guide MCP
Claim
Connects users to mental health counseling centers and welfare programs based o…
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| 53135 |
monocle
Claim
Gives AI agents the ability to interact with iOS simulators through 21+ tools f…
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| 53136 |
Cocos MCP Server
Claim
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
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| 53137 |
arcgis-portal-mcp
Claim
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
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| 53138 |
奇黄&智草MCP医疗助手
Claim
MCP server for hybrid medical consultation integrating Western and Traditional …
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| 53139 |
paycoreDb
Claim
Custom MCP server connected to a read-only SQLite database, exposing a schema r…
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| 53140 |
HAR Analyzer MCP Server
Claim
A Python MCP server that loads and analyzes HAR files locally, providing struct…
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| 53141 |
MCP ToolKit
Claim
A comprehensive MCP tools collection providing filesystem operations, command e…
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| 53142 |
fallstore-mcp
Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
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| 53143 |
DramaCraft
Claim
Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…
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| 53144 |
gomcp-worker
Claim
Cloudflare Workers 上的 MCP 服务器,通过 CDP 控制 Lightpanda 浏览器,支持导航、搜索、获取 Markdown 和链接提…
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| 53145 |
gta_mcp
Claim
Enables GTA Online money making with live tools for weekly bonuses, business tr…
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| 53146 |
MCPSentry
Claim
The MCP bridge that audits your routes before exposing them to LLMs and blocks …
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| 53147 |
reddit-mcp
Claim
Read-only MCP server for public Reddit content using TypeScript. Enables listin…
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| 53148 |
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
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| 53149 |
ibkr-mcp
Claim
An MCP server that turns Interactive Brokers into a question-answering portfoli…
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| 53150 |
apple-photos-mcp
Claim
Enables AI assistants to query and export from the macOS Apple Photos library u…
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