MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 10 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48051 |
OpenAlex MCP Server
Claim
Enables searching and retrieving academic papers, authors, institutions, and ci…
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| 48052 |
mcp_db
Claim
MCP server for exploring metadata of corporate databases: table structures, rel…
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| 48053 |
lastfm-lyrics
Claim
Enables Claude to analyze the song you're currently playing on Spotify by looki…
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| 48054 |
User Intent MCP
Claim
A multi-modal user intent collection MCP server that allows AI agents to ask us…
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| 48055 |
A-Stock MCP Server
Claim
Provides free Chinese A-share stock data including real-time quotes, historical…
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| 48056 |
StellarMCP
Claim
MCP server for Stellar: accounts, payments, XDR, Horizon/Soroban RPC, AMM liqui…
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| 48057 |
fast-webfetch-mcp
Claim
A high-performance MCP server for web fetching in Claude Code using Firecrawl b…
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| 48058 |
TradingView MCP Bridge
Claim
Enables AI assistants to interact with locally running TradingView Desktop for …
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| 48059 |
@godrix/argocd-mcp
Claim
MCP server for Argo CD that provides multi-environment profiles, SSO or API key…
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| 48060 |
agentforge-mcp
Claim
Turn rough requests into rigorously structured prompts for any coding agent. Qu…
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| 48061 |
audio-transcriber
Claim
MCP server that enables audio transcription from files (wav, mp4, mp3, flac) or…
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| 48062 |
test-mcp
Claim
A demo MCP server for testing and debugging tools, providing tools to get launc…
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| 48063 |
MCP Ledger Server
Claim
A comprehensive MCP server for secure Ledger hardware wallet integration with E…
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| 48064 |
czxs5
Claim
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| 48065 |
ExcaliDraw Skill Pack
Claim
The diagram-quality layer for AI agents — an opinionated Excalidraw methodology…
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| 48066 |
Netlify MCP Server
Claim
MCP server for managing Netlify sites, enabling operations such as creating sit…
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| 48067 |
Cucutime
Claim
Generates personalized children's song ideas (title, style, character, chorus, …
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| 48068 |
mcp_fofa
Claim
hacked by abc
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| 48069 |
InDesign MCP Server
Claim
Transforms Adobe InDesign into an AI-powered design automation platform with 13…
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| 48070 |
witness-mcp
Claim
Enables to interact with job application workflows through MCP, allowing users …
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| 48071 |
@damusix/buffer-mcp
Claim
Manage posts, channels, organizations, and ideas through any MCP-compatible LLM…
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| 48072 |
MCP Memory Server
Claim
A simple memory storage server for Claude using the Model Context Protocol (MCP…
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| 48073 |
partner-polaris
Claim
Enables AI assistants to query, calculate, and benchmark AWS Partner Polaris tr…
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| 48074 |
zenhub-mcp
Claim
Provides full access to the ZenHub GraphQL API. Enables project management oper…
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| 48075 |
synology-office-mcp
Claim
Self-hosted MCP server that exposes Synology Drive, Spreadsheet, MailPlus, and …
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| 48076 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 48077 |
houjin-bangou-api-mcp
Claim
MCP server for the Japan National Tax Agency Corporate Number API, enabling cor…
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| 48078 |
claude-session-bus
Claim
Enables Claude Code sessions sharing a project root to broadcast short messages…
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| 48079 |
Implements the Tree of Thoughts framework for structured reasoning and decision…
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| 48080 |
figma-to-markdown-mcp
Claim
Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM t…
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| 48081 |
email-mcp
Claim
MCP server for managing email via IMAP/SMTP, supporting multiple accounts and t…
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| 48082 |
ZimAgent
Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
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| 48083 |
temporal-mcp
Claim
Provides AI agents with read-only access to Temporal infrastructure through 28 …
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| 48084 |
simple-slack-mcp-server
Claim
A simplified MCP server for accessing Slack API, enabling AI assistants to list…
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| 48085 |
fi-lookup-mcp
Claim
Resolves messy financial institution records against canonical regulatory ident…
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| 48086 |
Siya Dashboard Menu MCP
Claim
This MCP server enables managing dashboard menu sections for client configurati…
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| 48087 |
CreatorCrawl
Claim
It is a social media MCP that allows the user to connect their agents to multip…
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| 48088 |
local-mmcp
Claim
Local multimodal MCP server for vision, document, audio, video, and GUI automat…
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| 48089 |
targetprocess-mcp-server
Claim
Enables AI assistants to query, create, and manage Targetprocess entities like …
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| 48090 |
athena-mcp
Claim
Enables users to execute SQL queries, manage workgroups, databases, tables, and…
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| 48091 |
mcp-server
Claim
Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and…
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| 48092 |
Kali MCP Server
Claim
Enables running Kali Linux security tools and commands in a containerized envir…
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| 48093 |
Kalshi MCP Server
Claim
FastMCP server for Kalshi's Trade API, enabling interaction with prediction mar…
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| 48094 |
fast-odoo-mcp
Claim
An MCP server that enables AI assistants to interact with Odoo ERP systems, all…
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| 48095 |
usaspending-mcp-server
Claim
Interact with USASPENDING.gov to track government spending over time, search by…
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| 48096 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 48097 |
mcp-file-lens
Claim
An MCP server that provides a flexible lens into directory structures and files…
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| 48098 |
MLX MCP Server
Claim
Enables AI assistants like Claude to manage LLM inference by controlling model …
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| 48099 |
hwp-form-automation-mcp
Claim
Automates Hancom Office HWP forms via COM, converting, extracting, field-fillin…
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| 48100 |
Books Mandala MCP
Claim
MCP server enabling AI assistants to search, browse, and discover books from Bo…
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