MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27501 |
skysql-mcp-test1
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| 27502 |
root-signals-mcp
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| 27503 |
wilow-mcp
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| 27504 |
Agentic pipeline — 39 tools from idea to revenue for solo founders.
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| 27505 |
Keel
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Network diagnostics — ping, traceroute, DNS, port scanning, and connectivity te…
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| 27506 |
GitHub Projects
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Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
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| 27507 |
remote-ssh-mcp
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Enables persistent SSH sessions and SFTP file transfers with native GUI credent…
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| 27508 |
jules-orchestrator1
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Say hello to anyone by name with a friendly tone. Explore the origin story behi…
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| 27509 |
godson_1231
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| 27510 |
Mooring
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Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Acti…
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| 27511 |
apple-notes-mcp
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Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
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| 27512 |
Frase.io MCP Server
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SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content.
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| 27513 |
HubSpot CRM API Server
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Provide standardized access and management of HubSpot CRM data through a compre…
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| 27514 |
Enables structured problem-solving through sequential thinking stages with pers…
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| 27515 |
analytics-mcp
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| 27516 |
smart-search
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搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
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| 27517 |
mcp-ip2location-io
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Official IP2Location.io MCP server to obtain the geolocation, proxy and network…
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| 27518 |
MCP Kali Server
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Connects MCP clients to a Kali Linux terminal API, enabling AI-assisted penetra…
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| 27519 |
mailappmcp
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MCP server for macOS Mail.app — gives Claude native email access via AppleScript
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| 27520 |
testyb3
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| 27521 |
Convert Speech to Text using JigsawStack's AI Models.
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| 27522 |
A FastAPI server that enables interaction with YouTube's data through search, v…
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| 27523 |
irenictable
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Collaborative whiteboard MCP server — create objects, connectors, C4 diagrams, …
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| 27524 |
Extract DSL from MasterGo design files to analyze structure and generate accura…
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| 27525 |
MCP Brain Server
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Provides AI agents with a learning-based knowledge management system that store…
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| 27526 |
addon-mcp
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Help agents automatically write and test stories for your UI components.
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| 27527 |
Feishu/Lark OpenAPI MCP
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A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
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| 27528 |
S3 Tools MCP Server
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Enables direct interaction with AWS S3 buckets through the Model Context Protoc…
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| 27529 |
GitHub Support Assistant
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Helps support engineers find similar GitHub issues to speed up troubleshooting …
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| 27530 |
GitLab CI MCP Server
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Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
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| 27531 |
Congress.gov MCP Server
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A proxy server that standardizes access to the Congress.gov API by automaticall…
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| 27532 |
Zen MCP Server
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Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
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| 27533 |
n8n Workflow Builder
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Manage n8n workflows with ease. Create, update, activate or deactivate, execute…
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| 27534 |
pilot-shell
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Make Claude Code production-ready — spec-driven plans, enforced quality gates, …
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| 27535 |
mymcpserver_bjarvis
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| 27536 |
Enables AI assistants to interact with Cisco Webex messaging through 52 compreh…
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| 27537 |
Mem0 MCP Server
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Enables persistent memory storage and retrieval for AI conversations using Mem0…
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| 27538 |
Example MCP Server
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Provide a fast and easy-to-build MCP server implementation to integrate LLMs wi…
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| 27539 |
kait
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| 27540 |
A Model Context Protocol server that provides integration with TestRail, allowi…
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| 27541 |
merakimcp
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| 27542 |
LocalVoiceMode
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A local voice interface providing high-performance speech recognition and natur…
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| 27543 |
stayzi
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| 27544 |
marketplace
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AI marketplace: search, buy, sell across Amazon, eBay, AliExpress. 13 tools.
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| 27545 |
agent-tasks
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Pipeline task management for AI agents - stages, dependencies, artifacts, claim…
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| 27546 |
A Model Context Protocol server that enables interaction with Shortcut (formerl…
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| 27547 |
MCP Unity Editor
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Enables AI assistants to interact with Unity Editor through the Model Context P…
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| 27548 |
DDG MCP Server
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A basic MCP server template built with FastMCP framework that provides example …
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| 27549 |
origin-sec-registry
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SEC-verified company data for AI. 8K+ companies, 1.19M filings. Origin chain pr…
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| 27550 |
Vehicle safety recalls, complaints, and crash data from NHTSA
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