MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36101 |
GID MCP Server
Claim
Enables AI to analyze, query, and manage a graph-based representation of softwa…
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| 36102 |
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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| 36103 |
SLIM MCP Server
Claim
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
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| 36104 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
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| 36105 |
Public read-only MCP server for FoxTrove Voice, enabling LLMs to query call log…
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| 36106 |
@ledgerproof/mcp-server
Claim
Let any MCP client issue and verify EU AI Act Article 50 transparency receipts …
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| 36107 |
leakguard-mcp
Claim
Static-analyzes Python code for lookahead bias and data leakage, preventing inv…
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| 36108 |
kokoro-tts
Claim
Enables AI agents to generate high-quality speech with 54+ voices in multiple l…
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| 36109 |
TikTak MCP Server
Claim
MCP server for TikTak time tracking and invoicing API, enabling AI assistants t…
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| 36110 |
LLM Radar
Claim
MCP server that provides AI assistants with real-time, current information abou…
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| 36111 |
Tool Scout
Claim
MCP proxy server with semantic tool search for LLM coding agents. It reduces co…
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| 36112 |
Memorised them All
Claim
Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 36113 |
recommended-by-mcp
Claim
Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…
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| 36114 |
vCluster YAML MCP Server
Claim
Enables AI assistants to query, validate, and create vCluster YAML configuratio…
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| 36115 |
psd-mcp-server
Claim
Enables parsing of PSD files and extraction of layer information, design tokens…
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| 36116 |
KSEI MCP
Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
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| 36117 |
boxes-mcp
Claim
Enables management of GNOME Boxes virtual machines through libvirt/virsh with l…
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| 36118 |
reelfaceless-mcp
Claim
Schedule short-form video posts to YouTube and TikTok from Claude Desktop or an…
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| 36119 |
ddg-mcp-search
Claim
A minimal MCP server that provides a DuckDuckGo search tool with configurable r…
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| 36120 |
Enables LLM-powered agents to securely communicate with and orchestrate downstr…
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| 36121 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 36122 |
Enables language models to search and interact with Space Frontiers data source…
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| 36123 |
work-tracker-mcp
Claim
MCP server that tracks what you are working on. Logs are stored locally as one …
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| 36124 |
MCP Oracle Server
Claim
A production-grade Node.js MCP server for Oracle Database with HTTP transport, …
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| 36125 |
te1000-mcp
Claim
MCP server for Beckhoff TwinCAT XAE / TE1000 Automation Interface, enabling con…
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| 36126 |
Things 3 MCP Server
Claim
Enables Claude to interact with Things 3 task management, allowing natural lang…
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| 36127 |
AmiyaBot MCP Server
Claim
Provides MCP server and CLI for querying Arknights game data, including operato…
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| 36128 |
Cabal-Hunter
Claim
On-chain Solana token safety for trading agents — traces coordinated wallet fun…
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| 36129 |
mcp-event-presence-index
Claim
Find the conferences and trade shows a company publicly says it attends, from i…
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| 36130 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
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| 36131 |
mcp-server-wrapper
Claim
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
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| 36132 |
eSIM Tabby
Claim
Buy and manage travel eSIM data plans in the conversation. Pay by card (Stripe)…
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| 36133 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 36134 |
A Model Context Protocol server for interacting with the Amazon Selling Partner…
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| 36135 |
beatlyzer-mcp
Claim
Enables AI agents to analyze audio files, extracting tempo, key, beat drops, vo…
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| 36136 |
claude-imessage-mcp
Claim
Enables Claude to send and receive iMessage/SMS messages through macOS, with su…
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| 36137 |
Demo Server
Claim
A simple MCP server that exposes a calculator tool (addition) and a dynamic gre…
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| 36138 |
SAST MCP Server
Claim
11-scanner SAST/DAST MCP server with closed-loop remediation, SBOM/SARIF, and C…
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| 36139 |
Ruishu MCP
Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 36140 |
crypto-knowledge
Claim
Enables AI agents to perform complex crypto operations like cross-chain routing…
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| 36141 |
Lineage MCP Server
Claim
Provides tools to interact with the Lineage blockchain API, including wallet se…
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| 36142 |
secfeed
Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
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| 36143 |
@verigent/mcp-server
Claim
MCP server for Verigent's AI agent verification, enabling agents to verify them…
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| 36144 |
imugi
Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
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| 36145 |
MAL MCP Server
Claim
MyAnimeList MCP server: Tenrai-powered reads plus official MAL personal-list ma…
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| 36146 |
tailwindcss-mcp-server
Claim
A comprehensive MCP server providing TailwindCSS utilities, documentation, conv…
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| 36147 |
resolve-mcp
Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
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| 36148 |
codebase-index
Claim
AST-aware codebase indexing with semantic search, exposed as an MCP server. Ena…
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| 36149 |
pixel-surgeon-mcp
Claim
AI image and video generation, editing, and transplant-grade region repair. Mul…
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| 36150 |
Epistemic DJ
Claim
MCP server that transforms cognitive state into generative music by mapping 13 …
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