MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55501 |
SpecFlow MCP Server
Claim
Provides an AI-driven four-stage software development workflow with role manage…
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| 55502 |
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
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| 55503 |
DuckDuckGo MCP Server
Claim
Enables AI agents to search the web via DuckDuckGo and fetch relevant webpage c…
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| 55504 |
Playwright MCP Server
Claim
Enables browser automation through the MCP protocol, allowing AI agents to cont…
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| 55505 |
webull-openapi-mcp
Claim
An MCP server that enables AI assistants to securely access Webull trading and …
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| 55506 |
Local, read-only MCP server that provides verified access to bounded.tools' sig…
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| 55507 |
MCP Server Template
Claim
A minimal FastMCP server template for quick deployment to Render with streamabl…
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| 55508 |
Paper Memory MCP Lite
Claim
Local-first MCP server for indexing and searching research materials (papers, n…
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| 55509 |
Monica MCP
Claim
A self-hosted, multi-user gateway that exposes Monica personal CRM to AI agents…
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| 55510 |
A boilerplate for building and deploying MCP servers on Vercel, featuring examp…
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| 55511 |
RTBrick MCP Server
Claim
Gives AI assistants direct access to RTBrick's website, technical documentation…
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| 55512 |
aum-mcp-server
Claim
A personal MCP server split into focused servers — each loads only the tools it…
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| 55513 |
shadcndashboard-mcp
Claim
MCP server for Shadcn Dashboard that enables AI to discover, search, and instal…
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| 55514 |
SeaMeet MCP
Claim
SeaMeet MCP connects Claude, Cursor, Codex, and other AI agents to SeaMeet meet…
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| 55515 |
updsts
Claim
Automatically update AWS credential files with temporary STS tokens and retriev…
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| 55516 |
Session Control
Claim
Manage session settings, health checks, and security safeguards in one place. C…
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| 55517 |
bazi
Claim
生成八字排盘,支持公历或农历输入。根据八字反推可能的公历时间,帮助定位出生时刻。查询指定日期的黄历宜忌与节气,辅助择日与规划。
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| 55518 |
Notes MCP Server
Claim
A minimal MCP server for persistent note-taking, enabling create, update, delet…
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| 55519 |
word2pdf_hello_mcp3
Claim
Send quick, personalized greetings on command. Toggle a playful pirate mode for…
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| 55520 |
Provide seamless integration with Clockify's time tracking API through a compre…
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| 55521 |
EasyPeasyMCP
Claim
A lightweight, zero-config MCP server that makes documentation and API specific…
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| 55522 |
fr-eli-mcp
Claim
MCP server for querying French legislation and case law via the Legifrance API,…
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| 55523 |
Directmedia MCP
Claim
Provides programmatic access to the Directmedia Publishing 'Digitale Bibliothek…
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| 55524 |
Enables the creation and deployment of API-based MCP tools for Cursor Agent usi…
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| 55525 |
tolgee-mcp
Claim
An MCP server that wraps the Tolgee localization platform API, enabling LLMs to…
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| 55526 |
jarvis-mcp-server
Claim
Provides Claude with tools to read/write an Obsidian vault, query a local SQLit…
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| 55527 |
seed-mcp
Claim
MCP server that exposes BytePlus Seed Audio 1.0 tools for generating natural sp…
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| 55528 |
mcp-pipedrive
Claim
Enables to manage Pipedrive deals, activities, persons, organizations, and cust…
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| 55529 |
simuladorllm
Claim
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| 55530 |
Reports MCP Server
Claim
Enables management of penetration testing reports and vulnerabilities through a…
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| 55531 |
omega-mcp-server
Claim
MCP server that exposes 108+ omega-cli OSINT tools for reconnaissance, web anal…
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| 55532 |
session-coord-mcp
Claim
A local-first MCP server for coordinating parallel AI coding sessions with tool…
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| 55533 |
mcp-scryfall
Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
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| 55534 |
medwriter-mcp
Claim
Medical Writer's AI Toolkit — 33 expert prompts for pharma medical writing as M…
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| 55535 |
Password strength evaluation API for AI agents. Score 0-100 with entropy bits, …
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| 55536 |
Generates custom React components following Shadcn UI standards with TypeScript…
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| 55537 |
Crawl Parity MCP
Claim
An MCP server for analyzing Googlebot vs AI crawler parity from Nginx access lo…
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| 55538 |
MCP Kali Server
Claim
Connects MCP clients to a Kali Linux terminal for executing security tools and …
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| 55539 |
Enables AI assistants to securely browse, search, inspect, and understand local…
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| 55540 |
mcp-vcd
Claim
Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave …
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| 55541 |
mcp-slskd
Claim
MCP server for searching and downloading music from the Soulseek peer-to-peer n…
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| 55542 |
yanifend-mcp
Claim
Hosted MCP server for [YaniFend](https://yanifend.com), a WordPress feedback wi…
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| 55543 |
Enables interaction with Omada Identity Governance and Administration system fo…
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| 55544 |
Agora
Claim
A plugin-based MCP coordination server for AI agents, providing chat channels, …
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| 55545 |
Enables integration of Gluestack components with Claude Desktop and Cursor IDE …
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| 55546 |
CoinCap MCP Server
Claim
Provides access to CoinCap's cryptocurrency market data and technical analysis …
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| 55547 |
Enables AI-native access to Swiss cultural heritage data from SIK-ISEA (artists…
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| 55548 |
inflow
Claim
MCP server for agent-native and human-accessible payments using MPP and x402 pr…
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| 55549 |
intacct-docs
Claim
Enables AI assistants to search, browse, and generate example payloads from Sag…
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| 55550 |
mcp-openai-images-audio
Claim
Exposes OpenAI's gpt-image-2 and gpt-image-1.5 to Claude Code as a single tool …
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