MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40601 |
mcp-metricool
Claim
Enables AI agents to interact with Metricool API for social media metrics, camp…
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| 40602 |
Pingera MCP Server
Claim
A Model Context Protocol (MCP) server for the Pingera monitoring service, provi…
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| 40603 |
macos-clipboard-mcp
Claim
Provides MCP tools to copy text to and paste text or images from the macOS clip…
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| 40604 |
gcloud-log-reader
Claim
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| 40605 |
mcp-server
Claim
Crypto rates (lending, staking, borrowing), coin metadata, aggregated prices, m…
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| 40606 |
suno-mcp
Claim
A RunAPI MCP server for the Suno music generation models, enabling task creatio…
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| 40607 |
golf-reports
Claim
Pulls golf data from Arccos, GHIN, and 18Birdies, and generates interactive HTM…
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| 40608 |
Gmail AutoAuth
Claim
Gmail MCP server with auto authentication support for managing Gmail via AI ass…
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| 40609 |
Minimal MCP server for testing client support for resources/subscribe and notif…
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| 40610 |
ShotAPI
Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
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| 40611 |
sift-mcp
Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
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| 40612 |
financeskills
Claim
AI-powered skills for financial professionals. Comprehensive collection of fina…
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| 40613 |
bilibili-mcp
Claim
A Model Context Protocol server that provides tools for parsing and retrieving …
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| 40614 |
Houdini MCP Server
Claim
Enables AI assistants to control Houdini by executing Python code, querying sce…
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| 40615 |
xueqiu-mcp
Claim
Enables querying real-time stock data for A-shares, Hong Kong, and US markets, …
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| 40616 |
命盘 Mingpan
Claim
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
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| 40617 |
vibe-launch
Claim
Enables AI tools like Claude Code to deploy projects to multiple servers via SS…
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| 40618 | — | |||||||||
| 40619 |
mcp-ts-template
Claim
A production-ready template for building Model Context Protocol servers in Type…
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| 40620 |
mcp-kql-server
Claim
MCP server for executing Kusto Query Language (KQL) queries against Azure Data …
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| 40621 |
coinvest-mcp
Claim
Local MCP server that exposes Liquid Co-Invest's trading data and order tools t…
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| 40622 |
angular-i18n-mcp
Claim
Manages Angular internationalization (i18n) by extracting, listing, and updatin…
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| 40623 |
vivado-mcp-agent
Claim
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
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| 40624 |
Short Video Agent Kit
Claim
Provider-neutral short-form AI video toolkit for agents: Sora, Gemini Veo, xAI/…
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| 40625 |
music21-mcp
Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
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| 40626 |
mcp-threatintel
Claim
A threat intelligence MCP server for Claude Code that enables lookup of IOCs, t…
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| 40627 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 40628 |
DeepSlate MCP
Claim
An MCP server that renders Minecraft structure files (NBT / Sponge schematic / …
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| 40629 |
browser-mcp
Claim
Agent-native browser control MCP server that enables AI agents to browse and in…
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| 40630 |
hyperliquid-mcp
Claim
MCP server that allows querying Hyperliquid open positions and unrealized PnL f…
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| 40631 |
agent-bridge
Claim
A local MCP relay that enables two or more MCP-speaking agent CLIs to communica…
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| 40632 |
mcp-leave-management
Claim
Exposes employee leave-management operations (add employees, check balance, app…
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| 40633 |
Crypto market intelligence, evidence, watchlists, feedback, and paid x402 SKU r…
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| 40634 |
Universal Database MCP
Claim
A small MCP server that lets an LLM query PostgreSQL, MySQL, MariaDB, SQL Serve…
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| 40635 |
PineScript MCP Server
Claim
Enables AI-assisted creation, optimization, and management of PineScript tradin…
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| 40636 |
lockstep-mcp
Claim
Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
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| 40637 |
mcp-todo-demo
Claim
A minimal MCP server that provides an interactive to-do list with checkboxes in…
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| 40638 |
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
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| 40639 |
Email Alert MCP Server
Claim
Enables AI agents to read, filter, send emails, and check unread counts via the…
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| 40640 |
auxly-memory-cli
Claim
Local-first, file-based memory layer for AI agents — one shared Markdown vault …
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| 40641 |
Yougile MCP Server
Claim
Enables AI agents and developer tools to interact programmatically with Yougile…
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| 40642 |
LabOps Agent MCP Server
Claim
MCP server that enables clinical lab staff to predict reagent stockouts, check …
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| 40643 |
garmin-mcp
Claim
Exposes Garmin Connect data and workout management to AI agents, supporting too…
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| 40644 |
docjet-mcp
Claim
Render branded PDF documents (invoices, reports, certificates) and PNG social i…
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| 40645 |
Puppeteer+ MarTech
Claim
Extends Puppeteer to enable digital marketing and SEO analysis, including detec…
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| 40646 |
EXIF Extractor
Claim
Extract EXIF metadata from JPG and PNG images. Reveal camera details, exposure …
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| 40647 |
artl-mcp
Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
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| 40648 |
Modal MCP
Claim
An MCP server for managing Modal — apps, containers, volumes, and secrets — and…
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| 40649 |
ms-teams-mcp
Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
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| 40650 |
Project RAG wiki
Claim
MCP server for searching, reading, listing, writing, and appending Markdown wik…
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