MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41251 |
RedirHub MCP Server
Claim
Control every redirect from your AI assistant. Create, update, test, and monito…
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| 41252 |
DeepSeek MCP Server
Claim
MCP server that wraps DeepSeek's AI capabilities into standard MCP tools, suppo…
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| 41253 |
datawarehouse-dbd-mcp
Claim
Enables searching and retrieving detailed information about Thai juristic perso…
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| 41254 |
MCP server for Google Ads Keyword Planner ideas. Exposes read-only tools to gen…
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| 41255 |
Samsung Health MCP
Claim
Read your Samsung Health CSV/ZIP exports — activity, sleep, heart, stress — loc…
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| 41256 |
MagicSlides MCP
Claim
Generate professional PowerPoint presentations from text, YouTube videos, or st…
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| 41257 |
omni-rag-mcp
Claim
Enables token-efficient semantic search and analysis over any directory of file…
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| 41258 |
travala-mcp
Claim
Remote MCP server for searching, booking, paying, and canceling hotel stays via…
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| 41259 |
FormIO MCP Server
Claim
Enables AI agents to interact with the FormIO API for dynamic form creation, su…
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| 41260 |
NormSync
Claim
Pre-commit norm gate for AI-generated PRs — enforces coding and contribution no…
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| 41261 |
codeglance-mcp
Claim
Analyzes GitHub repositories using Gemini AI and generates comprehensive docume…
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| 41262 |
nano-banana
Claim
A local stdio MCP server for generating images using Google's Gemini image mode…
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| 41263 |
TMS Development Wizard
Claim
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
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| 41264 |
OpenClaw MCP Server
Claim
Exposes your OpenClaw assistant to Claude Desktop via Streamable HTTP transport…
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| 41265 |
GTAV-CLAUDE-MCP
Claim
Enables Claude to see and act in Grand Theft Auto V, spawning vehicles, changin…
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| 41266 |
swarm-mcp
Claim
Orchestrate parallel Claude agent workloads via Docker containers with combinat…
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| 41267 |
cuad-audit
Claim
An MCP server that audits a contract liability clause against a derived company…
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| 41268 |
HiveAudit Readiness
Claim
Multi-jurisdictional AI compliance readiness scoring with sourced penalty math.
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| 41269 |
live2d-mcp
Claim
A simple MCP server that implements a note storage system allowing users to add…
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| 41270 |
youtube-transcript-mcp
Claim
Transcribe YouTube videos for LLM chat applications. Supports fetching transcri…
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| 41271 |
codemem
Claim
Persistent memory MCP server that captures coding session context and automatic…
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| 41272 |
deluge-mcp
Claim
A strict, beginner-friendly MCP server for Deluge syntax support, providing too…
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| 41273 |
perplexity
Claim
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| 41274 |
Kortx MCP Server
Claim
A lightweight MCP server that provides coding copilots with access to GPT-5, Pe…
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| 41275 |
HiveClaude
Claim
Coordinates multiple Claude Code agents to work collaboratively on projects wit…
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| 41276 |
pre.dev
Claim
Better than Cursor Plan Mode. Generate full architected specifications given an…
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| 41277 |
Mimo Vision MCP
Claim
An image recognition MCP server based on mimo-v2.5, enabling AI assistants to d…
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| 41278 |
Weather Server
Claim
Provide real-time weather information and forecasts through a standardized inte…
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| 41279 |
mcp-snowflake
Claim
A Model Context Protocol server that connects to Snowflake databases and execut…
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| 41280 |
mcp-devops-onpremise
Claim
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
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| 41281 |
mcp-second-opinion
Claim
An MCP server that queries a panel of LLMs from different providers via OpenRou…
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| 41282 |
PySqlitMCP
Claim
Enables comprehensive SQLite database management through natural language, incl…
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| 41283 |
Pinecone MCP Server
Claim
Enables AI assistants to perform semantic search, manage vectors, and interact …
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| 41284 |
near-hydra-mcp
Claim
Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a…
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| 41285 |
Google Slides MCP Server
Claim
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
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| 41286 |
smart-xdebug-mcp
Claim
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
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| 41287 |
syncro-mcp
Claim
An MCP server for Syncro MSP platform, enabling management of tickets, assets, …
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| 41288 |
Simple Helpers
Claim
Get quick greetings, add numbers instantly, and discover song recommendations. …
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| 41289 |
sif-pw
Claim
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| 41290 |
Linkonda
Claim
Create and manage Linkonda short links and QR codes, with no per-visitor tracki…
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| 41291 |
Pexafy
Claim
Stock photo search: by description, by example image, or more like this.
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| 41292 |
Pixl
Claim
Turns AI coding hosts into a guided mobile-UI design tool with design interview…
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| 41293 |
mcp-server-check
Claim
An MCP server that provides 263 tools for managing payroll operations including…
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| 41294 |
upnote-mcp
Claim
Enables AI assistants to interact with Upnote via its x-callback-url API, allow…
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| 41295 |
Verified merchants accepting agentic payments on Lightning/L402/BOLT12/USDT — s…
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| 41296 |
agent-wiki
Claim
An MCP server that enables AI agents to compile, refine, and interlink knowledg…
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| 41297 |
python-docs-mcp-server
Claim
Local, read-only retrieval over official Python standard library docs with exac…
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| 41298 |
Magic Insights
Claim
Query your customer feedback: studies, themes, suggestions, tags, and sentiment…
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| 41299 |
Groot DataKG MCP Server
Claim
MCP server for enabling data extraction and context retrieval for agents, stori…
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| 41300 |
memory-mcp
Claim
Multi-tier memory system for AI assistants, integrating semantic, episodic, tim…
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