MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53151 |
govind_1234
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| 53152 |
zola-mcp
Claim
Zola wedding planning for Claude — vendors, budget, guests, seating, registry, …
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| 53153 |
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
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| 53154 |
btdiag
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Enables AI agents to control Bluetooth audio devices via MCP tools, including b…
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| 53155 |
DLBrowser
Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
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| 53156 |
emsesp-mcp-server
Claim
Enables LLM applications to query and visualize data from Bosch/Buderus heat pu…
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| 53157 |
yt-dlp-mcp
Claim
Wraps yt-dlp to enable MCP-compatible clients to look up video metadata and dow…
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| 53158 |
Pexels MCP Server
Claim
Enables searching and retrieving free photos and videos from Pexels using natur…
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| 53159 |
suitecrm-mcp
Claim
Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-en…
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| 53160 |
singapore-proxy-mcp
Claim
Browse the web and run Google search through real Singapore mobile carrier IPs.
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| 53161 |
ask-ogino
Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
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| 53162 |
obsidian-mcp-router
Claim
Routes Claude MCP tool calls to multiple Obsidian vaults (local or remote) via …
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| 53163 |
solana-mcp
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Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
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| 53164 |
mcp-zotero
Claim
A Model Context Protocol server for Zotero integration that gives any LLM full …
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| 53165 |
lighthouse-mcp
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MCP server for managing Tencent Cloud Lighthouse servers, enabling natural lang…
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| 53166 |
AppTweak MCP Server
Claim
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
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| 53167 |
vallt
Claim
API credential manager for Claude Code. Connect services, store keys in keychai…
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| 53168 |
ghl-command-feedback
Claim
GoHighLevel (GHL) MCP server. 212 tools across 43 modules including the only pr…
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| 53169 |
hopgraph
Claim
Verify Australian and New Zealand businesses against government registers via a…
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| 53170 |
rednote-analyzer-mcp
Claim
MCP server enabling AI assistants to search, analyze, and generate content for …
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| 53171 |
Read-only airport delay, weather, and 24h forecast tools for AI assistants. Air…
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| 53172 |
00Widget
Claim
Publish status cards and Live Activities to iOS widgets, the Lock Screen, and t…
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| 53173 |
Kitsu MCP Server
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Enables LLMs to interact with Kitsu production tracker via its Zou API, providi…
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| 53174 |
swap
Claim
Axnet Swap: An atomic, Request-First Solana execution layer for AI agents using…
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| 53175 |
github-mcp
Claim
GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compati…
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| 53176 |
Penpot MCP Server
Claim
Enables AI assistants to access and retrieve Penpot boards and design tokens.
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| 53177 |
Lovie Company Formation
Claim
Form companies, manage bank accounts, cards, invoices and more — directly from …
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| 53178 |
MaiAgent MCP Server 3.0
Claim
An intelligent AI assistant routing and management platform that integrates 107…
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| 53179 |
A simple MCP server that provides greeting tools such as hello and greet_multip…
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| 53180 |
transit-mcp
Claim
MCP server for Japanese public transit journey planning with interactive map UI…
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| 53181 |
MiAsistente
Claim
A FastMCP server that provides mathematical tools (addition, multiplication, te…
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| 53182 |
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
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| 53183 |
relay-inspect
Claim
Provides AI coding agents real-time browser access to console logs, network req…
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| 53184 |
Ghost MCP
Claim
An MCP server for interacting with Ghost CMS blogs through AI assistants, suppo…
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| 53185 |
GhidraMCP
Claim
ghidraMCP is an MCP server that allows LLMs to autonomously reverse engineer ap…
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| 53186 |
StudyPilot MCP Server
Claim
Provides tools to extract key facts from study notes, generate quizzes, and gra…
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| 53187 |
Spreedly MCP Server
Claim
Enables AI assistants to manage payments via Spreedly API, including gateways, …
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| 53188 |
mcp-gerasure
Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
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| 53189 |
Targetprocess MCP Server
Claim
Provides tools for interacting with Targetprocess, a project management and agi…
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| 53190 |
Enables AI agents to discover, register, and rate services in a decentralized a…
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| 53191 |
schema-lint-mcp
Claim
Validates schema files against customizable lint rules using Claude or Gemini A…
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| 53192 |
ffmpeg-mcp
Claim
Enables comprehensive video/audio processing, analysis, and streaming via natur…
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| 53193 |
braintube-mcp
Claim
Persistent knowledge-base MCP server. Semantic search with source citations ove…
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| 53194 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 53195 |
Parcel Pilot MCP
Claim
Enables AI to query your personal package tracking information from Taobao, JD,…
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| 53196 |
asktian
Claim
Chinese metaphysics (bazi 八字, qimen 奇門, 5-element, daily 干支) as decision-suppor…
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| 53197 |
agent-commerce
Claim
Enables an AI agent to act as a merchant, selling catalog items and issuing USD…
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| 53198 |
video-sum-mcp
Claim
Extracts content from Douyin, Bilibili, Xiaohongshu, and Zhihu, and generates i…
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| 53199 |
Kaltura MCP Server
Claim
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
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| 53200 |
xmlriver-mcp
Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
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