MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 3 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55101 |
test-js
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| 55102 |
api-flow-analyzer
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Cloudflare Workers MCP server: api-flow-analyzer
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| 55103 |
Recall
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Provides persistent, cross-session memory for AI agents, allowing them to store…
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| 55104 |
n2n-nexus
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A local digital asset hub for multi-AI assistant collaboration, offering real-t…
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| 55105 |
munin
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Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
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| 55106 |
Opik MCP Server
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Integrate seamlessly with your IDE and access all Opik features through a stand…
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| 55107 |
3commas-mcp
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A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
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| 55108 |
test1
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| 55109 |
vision-bridge
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A single MCP server that lets any agent see and act on the screen across native…
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| 55110 |
MCP server for Velog blog platform enabling reading, searching, and writing art…
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| 55111 |
commitment-tracker-mcp
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Tracks commitments (promises made in conversations) and provides tools to add, …
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| 55112 |
Scan websites for security vulnerabilities, headers, TLS, and email security.
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| 55113 |
HasData MCP Server
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Direct access to 40+ scraping and search tools. Extract structured data from Go…
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| 55114 |
Alpaca MCP Server
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An MCP server implementation for Alpaca's Trading API that enables LLMs to inte…
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| 55115 |
GetFacade
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Designs a real house exterior on its own photo, prices it line by line and docu…
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| 55116 |
Ragionex Memory MCP
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Dynamic semantic memory for AI assistants that persists across sessions and cli…
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| 55117 |
GrACE-MCP
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A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
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| 55118 |
Ship software securely with an AI AppSec Agent
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| 55119 |
Provides access to USDA FoodData Central database, enabling food search, nutrit…
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| 55120 |
Win MCP Server
Claim
Enables AI agents to securely manage and execute commands on remote Windows ser…
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| 55121 |
This MCP server enables AI assistants to interact with a SQLite database throug…
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| 55122 |
data-explore
Claim
An MCP server for dataset exploration and analysis, enabling LLM clients to per…
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| 55123 |
Provides tools for managing Docker containers, Compose stacks, and system resou…
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| 55124 |
This server provides guidance and recommendations based on AWS's Well-Architect…
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| 55125 |
wechat-to-md
Claim
Converts WeChat Official Account articles to clean Markdown with locally downlo…
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| 55126 |
WordPress MCP Server
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Enables AI assistants to manage WordPress content (create, retrieve, update pos…
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| 55127 |
PayLink MCP Server
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Open-source MCP server that streamlines payment integration for AI agents and f…
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| 55128 |
MCP Audio Server
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A Model Context Protocol (MCP) server that gives AI agents the ability to proce…
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| 55129 |
An AI agent system that monitors manufacturing equipment health using the Model…
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| 55130 |
gaokao-helper-worker-mcp
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Provides read-only access to Guangdong gaokao data, enabling searches for schoo…
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| 55131 |
Deep Agentic Core MCP
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Unified MCP server for AgenticLens and Agentic Chaos capabilities.
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| 55132 |
A Model Context Protocol server that provides AI-grounded Bing search capabilit…
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| 55133 |
MCP JustWatch Server
Claim
Enables searching for movies and TV shows and retrieving streaming availability…
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| 55134 |
che-blender-mcp
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Enables executing Python scripts, rendering scenes, and controlling 3D objects …
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| 55135 |
hideaa
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| 55136 |
RMV MCP Server
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Enables querying nearby stations and departure boards using the RMV public tran…
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| 55137 |
pdf-reader-mcp
Claim
MCP server for extracting text from PDF files, supporting local files and URLs.
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| 55138 |
Azure DevOps MCP Server
Claim
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
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| 55139 |
FourTrader MCP Server
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Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
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| 55140 |
GitLab MCP Server
Claim
A Model Context Protocol (MCP) server for GitLab integration, written in TypeSc…
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| 55141 |
agyforclaude
Claim
MCP server enabling delegation of tasks to the Antigravity (Gemini) CLI from an…
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| 55142 |
waveapps-mcp
Claim
This MCP server enables AI assistants like Claude to perform Wave Accounting bo…
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| 55143 |
notion-slim
Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
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| 55144 |
An MCP server providing Model-usable tools to fetch real-time quotes, historica…
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| 55145 |
mcp-csdn-publisher
Claim
MCP server that enables AI assistants to automatically write and publish blog p…
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| 55146 |
alertmanager-mcp
Claim
Enables Claude AI to interact with Prometheus Alertmanager for alert retrieval,…
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| 55147 |
GSC MCP Server
Claim
Connects MCP clients to the Google Search Console API, enabling search analytic…
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| 55148 |
rag-mcp-server
Claim
Enables Claude Code to index and semantically search through PDFs, code, and do…
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| 55149 |
cwe-search_mcp
Claim
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
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| 55150 |
l402-search-mcp
Claim
Provides a pay-per-query web search tool for AI agents via Lightning Network sa…
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