MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
Newly Added
Ninelayer StoriesOnBoard - structured specifications for AI Agents repage SnowData — Live Snow GENESIS ProofRelay MCP Verifier| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50201 |
mcp-xray
Claim
Enables interaction with Xray Cloud and Data Center for test management, includ…
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| 50202 |
baselight
Claim
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| 50203 |
CBETA MCP Server
Claim
Provides access to the Chinese Buddhist Electronic Text Association (CBETA) onl…
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| 50204 |
Trello MCP Server
Claim
Integrates Trello with Cursor and GitHub for human-in-the-loop development, ena…
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| 50205 |
Banana
Claim
A simple MCP server that provides tools for adding numbers, creating text files…
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| 50206 |
Seedance MCP
Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
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| 50207 |
Open Workbook
Claim
Local-first MCP runtime for fast, reversible, template-aware Excel automation, …
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| 50208 |
KiCad MCP Server
Claim
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
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| 50209 |
i3X-MCP-Server
Claim
Bridges Claude (or any MCP client) to manufacturing data via the i3X standard, …
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| 50210 |
Deep Research MCP
Claim
A Model Context Protocol compliant server that facilitates comprehensive web re…
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| 50211 |
MCP Memory
Claim
Enables AI assistants to remember and retrieve user information across conversa…
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| 50212 |
debug-test-mcp
Claim
MCP server for debugging MCP host/client custom header implementation, with a t…
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| 50213 |
mcp-aemps
Claim
Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-ti…
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| 50214 |
NOESIS
Claim
A cognitive optimization engine exposed as an MCP server that amplifies LLM rea…
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| 50215 |
The complete MCP server for Google Play, offering 150 tools to fully control An…
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| 50216 |
Odoo MCP
Claim
Safety-first Model Context Protocol server for Odoo that enables AI assistants …
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| 50217 |
halans-mcp-server
Claim
Enables querying halans.com content via search, section retrieval, full content…
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| 50218 |
beautiful-pdf-mcp
Claim
MCP server that lets AI agents produce print-ready, typographically correct PDF…
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| 50219 |
ableton-mcp-server
Claim
MCP server that enables AI agents to read and edit Ableton Live sets, including…
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| 50220 |
mcp-filesystem-server
Claim
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| 50221 |
cPanel MCP Server
Claim
A complete MCP server enabling AI assistants to manage cPanel hosting through n…
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| 50222 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 50223 |
Joplin MCP Server
Claim
MCP server that provides standardized tools for querying and retrieving notes f…
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| 50224 |
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
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| 50225 |
Code of Paper
Claim
Find GitHub implementations of arXiv research papers — paper lookup, ranked cod…
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| 50226 |
mcp-excel
Claim
Enables querying Excel and CSV files using SQL via natural language, allowing A…
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| 50227 |
image_mcp
Claim
Enables text-only LLMs to analyze images by routing them to an OpenAI-compatibl…
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| 50228 |
mcp-openems
Claim
Enables AI-assisted design of antennas and electromagnetic structures using ope…
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| 50229 |
Word MCP Server
Claim
MCP server for real-time Microsoft Word document manipulation via COM automatio…
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| 50230 |
payments-gateway
Claim
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
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| 50231 |
texting
Claim
Enables Claude to send and read iMessages on macOS, with human approval require…
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| 50232 |
web-search-mcp
Claim
Enables real-time web search via DeepSeek's search-enhanced dialogue, providing…
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| 50233 |
policy-mcp
Claim
Connects policy documents to Claude.ai via vector search, allowing natural lang…
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| 50234 |
iTerm MCP
Claim
Controls iTerm2 terminal sessions with multi-pane support, allowing parallel co…
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| 50235 |
hello-mcp-server
Claim
An interactive tutorial MCP server that teaches Model Context Protocol through …
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| 50236 |
MineCode MCP
Claim
MineCode is a local MCP server that provides AI assistants with real-time acces…
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| 50237 |
Atlassian MCP Server
Claim
Enterprise-grade MCP server providing 102 production-ready tools for Jira, Conf…
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| 50238 |
tavily-server
Claim
A Model Context Protocol server that implements a simple notes system with reso…
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| 50239 |
BlockbenchMCP
Claim
Enables AI assistants to build Minecraft models, textures, and animations direc…
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| 50240 |
Atlassian Trello MCP
Claim
MCP server for Trello that enables comprehensive management of boards, cards, l…
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| 50241 |
fundos-mcp
Claim
AI-native MCP server for fund managers — deal pipeline, LP management, covenant…
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| 50242 |
whisper-mcp
Claim
MCP server that provides a transcribe_audio tool to convert voice messages from…
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| 50243 |
container-mcp
Claim
MCP server for Apple container to manage, build, inspect, and diagnose Linux co…
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| 50244 |
personal
Claim
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| 50245 |
Redacted Context MCP
Claim
Provides redacted access to a private local knowledgebase for coding agents, al…
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| 50246 |
mcp-demo
Claim
A minimal MCP server example demonstrating Tools, Resources, and Prompts. It en…
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| 50247 |
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
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| 50248 |
permission-guard
Claim
Permission Guard — validates an agent's requested action against its defined sc…
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| 50249 |
chelaile-mcp
Claim
A Chelaile-powered MCP server that lets LLMs query realtime bus and metro data …
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| 50250 |
ncbi-mcp
Claim
A server providing access to NCBI E-utilities API for searching and retrieving …
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