MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46801 |
mcp-chinese-time
Claim
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
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| 46802 |
cubelife
Claim
Give AI agents a persistent pixel-art character reflecting their state in real …
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| 46803 |
@ledgerproof/mcp-server
Claim
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
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| 46804 |
portfolio-signals
Claim
Real-time stock quotes and technical signals: RSI, MACD, SMA crossovers via Yah…
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| 46805 |
leakguard-mcp
Claim
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
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| 46806 |
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
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| 46807 |
kokoro-tts
Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
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| 46808 |
TikTak MCP Server
Claim
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
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| 46809 |
LLM Radar
Claim
MCP server that provides AI assistants with real-time, current information abou…
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| 46810 |
Memorised them All
Claim
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 46811 |
recommended-by-mcp
Claim
Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…
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| 46812 |
psd-mcp-server
Claim
Enables parsing of PSD files and extraction of layer information, design tokens…
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| 46813 |
KSEI MCP
Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
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| 46814 |
boxes-mcp
Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
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| 46815 |
reelfaceless-mcp
Claim
Schedule short-form video posts to YouTube and TikTok from Claude Desktop or an…
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| 46816 |
ddg-mcp-search
Claim
A minimal MCP server that provides a DuckDuckGo search tool with configurable r…
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| 46817 |
Tool Scout
Claim
MCP proxy server with semantic tool search for LLM coding agents. It reduces co…
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| 46818 |
vCluster YAML MCP Server
Claim
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
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| 46819 |
maacgo-mcp
Claim
Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$…
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| 46820 |
Enables LLM-powered agents to securely communicate with and orchestrate downstr…
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| 46821 |
AmiyaBot MCP Server
Claim
Provides MCP server and CLI for querying Arknights game data, including operato…
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| 46822 |
Enables language models to search and interact with Space Frontiers data source…
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| 46823 |
MCP Oracle Server
Claim
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
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| 46824 |
work-tracker-mcp
Claim
MCP server that tracks what you are working on. Logs are stored locally as one …
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| 46825 |
te1000-mcp
Claim
MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling con…
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| 46826 |
Things 3 MCP Server
Claim
Enables Claude to interact with Things 3 task management, allowing natural lang…
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| 46827 |
Local-first personal finance MCP. Aggregates bank, brokerage, credit, and loan …
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| 46828 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
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| 46829 |
mcp-server-wrapper
Claim
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
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| 46830 |
Nexus Alpha Geometry
Claim
Finance research agent for thesis, trade note, and market-state review.
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| 46831 |
Demo Server
Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
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| 46832 |
eSIM Tabby
Claim
Buy and manage travel eSIM data plans in the conversation. Pay by card (Stripe)…
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| 46833 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 46834 |
beatlyzer-mcp
Claim
Enables AI agents to analyze audio files, extracting tempo, key, beat drops, vo…
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| 46835 |
claude-imessage-mcp
Claim
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
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| 46836 |
A Model Context Protocol server for interacting with the Amazon Selling Partner…
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| 46837 |
secfeed
Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
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| 46838 |
crypto-knowledge
Claim
Enables AI agents to perform complex crypto operations like cross-chain routing…
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| 46839 |
@verigent/mcp-server
Claim
MCP server for Verigent's AI agent verification, enabling agents to verify them…
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| 46840 |
imugi
Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
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| 46841 |
Lineage MCP Server
Claim
Provides tools to interact with the Lineage blockchain API, including wallet se…
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| 46842 |
Ruishu MCP
Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 46843 |
Control the MetaDock desktop workspace over MCP: browsers, layouts, bookmarks, …
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| 46844 |
Cloudflare Workers MCP server: code-pattern-risk-scanner
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| 46845 |
tailwindcss-mcp-server
Claim
A comprehensive MCP server providing TailwindCSS utilities, documentation, conv…
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| 46846 |
Epistemic DJ
Claim
MCP server that transforms cognitive state into generative music by mapping 13 …
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| 46847 |
pdf-tables-mcp
Claim
Enables agents to extract clean structured JSON tables from any PDF with per-ce…
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| 46848 |
Pizza MCP Server
Claim
Enables AI agents to browse pizza menus, place orders, and track order status v…
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| 46849 |
resolve-mcp
Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
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| 46850 |
codebase-index
Claim
AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
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