MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29551 |
Owned-target web security assessment MCP server for authenticated, high-frictio…
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| 29552 |
ds-mcp
Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
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| 29553 |
recap-mcp
Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
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| 29554 |
gripe-mcp
Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
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| 29555 |
gemini-grounding
Claim
An MCP server that provides real-time information access using Google Gemini's …
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| 29556 |
docsray-mcp
Claim
An MCP server that provides AI assistants with advanced document perception cap…
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| 29557 |
Redmine MCP Server
Claim
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
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| 29558 |
mcp-vanguard
Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
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| 29559 |
Converts Figma designs into production-ready React components with design token…
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| 29560 |
ESP32 MCP Server
Claim
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
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| 29561 |
expense-mcp-server
Claim
Enables AI assistants to track and manage expenses, including adding, viewing, …
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| 29562 |
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
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| 29563 |
ultra-confluence-mcp
Claim
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
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| 29564 |
bag-health-mcp
Claim
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
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| 29565 |
GIMP MCP
Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
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| 29566 |
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
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| 29567 |
az-devops-cli-mcp
Claim
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
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| 29568 |
mcp-server-chart-offline
Claim
A fully offline MCP server for generating 15 types of SVG charts, including lin…
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| 29569 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
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| 29570 |
mcp-gmail
Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
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| 29571 |
gotham-browser
Claim
Enables Claude Code to control a real browser using AI for web scraping, compet…
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| 29572 |
acrawl
Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
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| 29573 |
figma-mcp
Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
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| 29574 |
Mapify MCP Server
Claim
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
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| 29575 |
Sanity MCP Server
Claim
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
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| 29576 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 29577 |
TeamCity MCP Server
Claim
Enables management of TeamCity CI/CD operations through natural language comman…
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| 29578 |
mcp-py-devto
Claim
Enables interaction with dev.to platform through a message-based architecture, …
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| 29579 |
notification-mcp
Claim
Enables sending push notifications via Bark and PushDeer services, supporting m…
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| 29580 |
ItchWHMMCP
Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
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| 29581 |
rekindle
Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
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| 29582 |
aihw-mcp
Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
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| 29583 |
XMTP MCP Server
Claim
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
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| 29584 |
geolocation-ai-mcp
Claim
geolocation-ai-mcp MCP server by MEOK AI Labs
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| 29585 |
plantos
Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
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| 29586 |
voice-mcp-server
Claim
Enables AI agents to speak and listen in real-time with interruption handling, …
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| 29587 |
secfinapi-mcp
Claim
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
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| 29588 |
Enables AI assistants to create, manage, and track projects with associated tod…
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| 29589 |
ProxmoxMCP
Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
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| 29590 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 29591 |
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
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| 29592 |
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
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| 29593 |
Claude Flow MCP
Claim
Integrates with Claude Code to execute AI-powered code analysis and workflow au…
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| 29594 |
StockLens
Claim
Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…
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| 29595 |
mcp-hko
Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
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| 29596 |
reddit-mcp
Claim
A read-only MCP server that connects to the Reddit Data API to search posts, br…
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| 29597 |
Termux MCP Server
Claim
Enables remote control of Android phones via Claude Desktop, offering 45+ tools…
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| 29598 |
fairchem-mcp
Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
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| 29599 |
wellness-cgm-mcp
Claim
Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via L…
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| 29600 |
Vitest MCP Server
Claim
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
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