MCP Server Quality Scores
Independent quality analysis of 61082 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30201 |
mcp_project
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| 30202 |
proxyclaw-mcp-py
Claim
MCP server giving AI agents controlled residential-proxy web access with option…
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| 30203 |
Automated MCP server for the Insider Design System. Enables AI assistants to di…
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| 30204 |
MySQLMCP
Claim
A high-performance MySQL database MCP server providing 29 professional tools fo…
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| 30205 |
MCP Linux Deployment
Claim
Enables management of Windows servers from Linux through an MCP server with per…
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| 30206 |
Claude Code MCP Bridge
Claim
A transparent message ferry between Claude Desktop and Claude Code CLI, enablin…
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| 30207 |
AWS EKS MCP Server
Claim
Enables creating and managing AWS EKS clusters via Terraform, including VPC, no…
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| 30208 |
ds-pilot
Claim
MCP server that exposes your design system components and tokens to AI agents, …
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| 30209 |
ChemLint
Claim
Transforms AI assistants into powerful molecular machine learning workbenches, …
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| 30210 |
mobile-debug-mcp
Claim
A minimal, secure MCP server for AI-assisted mobile development, enabling build…
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| 30211 |
mcp-agent-collaboration
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In-memory MCP server for cooperative collaboration between separate agents, ena…
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| 30212 |
arcgis-tallahassee
Claim
Enables searching and querying open geospatial datasets from Tallahassee-Leon C…
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| 30213 |
agent-staking-mcp-server
Claim
MCP server for agent reputation staking — trust through skin-in-the-game. Agent…
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| 30214 |
wpa-mcp
Claim
Control Linux WiFi from Claude and other MCP clients — scan, connect, debug, an…
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| 30215 |
codesentry-mcp
Claim
AI-powered code review assistant that analyzes repositories for security vulner…
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| 30216 |
onion-mcp-server
Claim
A feature-rich MCP server offering 30 tools across AI, code, text, data, web, a…
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| 30217 |
Exponential MCP
Claim
Connect Claude to your Exponential workspace to manage projects, actions, and O…
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| 30218 |
macbot-mcp
Claim
Enables AI agents to control macOS applications through the Accessibility API, …
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| 30219 |
MCP Weather Server
Claim
Provides real-time weather information for any location using FastMCP.
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| 30220 |
XP-MCP
Claim
XP-MCP provides 40+ specialized AI agents trained on real API documentation, en…
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| 30221 |
trust-mcp
Claim
MCP server that enables AI agents to verify each other's trust scores, register…
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| 30222 |
canvas_mcp
Claim
Enables reading and writing Canvas LMS course content using browser session coo…
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| 30223 |
MCP Mercado Público
Claim
Allows AI assistants to query public procurement opportunities, purchase orders…
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| 30224 |
Lets you ask Claude questions about your Google Search Console data and get rea…
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| 30225 |
zeughaus-mcp
Claim
Execute commands in ephemeral containers with any combination of Nix packages.
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| 30226 |
device-controller-mcp
Claim
An MCP server that lets Claude Desktop and Claude Code control your PC — take s…
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| 30227 |
Enables fetching poker sessions and computing aggregate statistics (profit, win…
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| 30228 |
MCP server that integrates with AnyList for managing shopping lists, recipes, a…
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| 30229 |
imap-mcp-server
Claim
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
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| 30230 |
Apartment Sheets MCP
Claim
Light-weight MCP server to save and manage apartment listings to a shared Googl…
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| 30231 |
switchai
Claim
Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live…
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| 30232 |
permisapi-mcp
Claim
7 tools for French open-data building permits (Sitadel, 311k rows, ~2M permits/…
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| 30233 |
Railway MCP Server
Claim
MCP server with Streamable HTTP transport, deployed on Railway, offering tools …
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| 30234 |
Hello MCP Server
Claim
A simple demonstration MCP server that responds with "4" when greeted with "hel…
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| 30235 |
redmine-mcp-server
Claim
AI agent can manage Redmine tickets and projects via MCP tools.
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| 30236 |
browser-mcp
Claim
An MCP server that enables AI coding tools to control a browser for automated a…
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| 30237 |
deribit-mcp
Claim
Connects to Deribit for real-time market data, portfolio management, trade exec…
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| 30238 |
markitdown-mcp
Claim
Converts documents (PDF, DOCX, XLSX, PPTX, HTML, TXT, MD) to Markdown and store…
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| 30239 |
fcp-drawio
Claim
MCP server that enables LLMs to create and edit draw.io diagrams using high-lev…
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| 30240 |
GitBranchMCP
Claim
A local-first MCP server for AI programming branch notes and mainline decision …
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| 30241 |
Agentic CMS
Claim
Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…
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| 30242 |
Provides real-time screen capture streaming in base64 format via WebSocket conn…
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| 30243 |
Unredactor MCP
Claim
Detects and replaces black redaction boxes in PDF documents, enabling AI assist…
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| 30244 |
pii-anonymizer
Claim
MCP server for automatic detection and redaction of PII in text, with anonymiza…
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| 30245 |
Enables natural language interactions with Salesforce data, metadata, and repor…
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| 30246 |
mcp-coordinator
Claim
Prevents AI coding agents from conflicting by coordinating file claims and reso…
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| 30247 |
Enables AI assistants to retrieve transcripts from YouTube videos via a serverl…
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| 30248 |
Mathematica MCP Server
Claim
Enables MCP clients to execute Mathematica code via wolframscript and verify ma…
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| 30249 |
asdf
Claim
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| 30250 |
lol-wiki-mcp
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