MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 1 hour, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56151 |
Interactive Clarify
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A universal 'Ask User Questions' MCP tool for AI coding agents.
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| 56152 |
simple-mcp-server
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A simple MCP server demo providing 5 basic tools for time, calculations, string…
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| 56153 |
Canvas Poke MCP
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Connects Canvas LMS to Poke for proactive text reminders about upcoming assignm…
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| 56154 |
Clearfront MCP Server
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Enables AI-driven open-source intelligence investigations by exposing 30 tools …
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| 56155 |
qwen-vision-mcp
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Enables text-only LLMs to see images on demand by integrating Qwen vision model…
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| 56156 |
MCP VRBO
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Enables searching and retrieving VRBO vacation rental listings using browser au…
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| 56157 |
codesteer-atlas
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Local MCP server for semantic code search using Tree-sitter AST parsing, local …
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| 56158 |
jira-mcp-server
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Enables read-only interaction with JIRA instances via MCP, allowing searching i…
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| 56159 |
jira-mcp
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MCP server for fetching Jira issue data via the Jira API.
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| 56160 |
Memorised them All
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Imagine you could hand Claude a filing cabinet of your documents and say "remem…
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| 56161 |
sipap-data-mcp
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Provides read-only access to sports data, odds intelligence, and historical sta…
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| 56162 |
Stakeholder MCP Server
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An MCP server that provides tools to consult predefined or custom stakeholder p…
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| 56163 |
Metabase MCP Server
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Provides AI assistants with full access to Metabase analytics platform, enablin…
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| 56164 |
playwright-mcp
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Provides browser automation capabilities for AI assistants, enabling web naviga…
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| 56165 |
Blooio Messaging
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Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 56166 |
An MCP server for content creation that extracts video transcripts, scrapes web…
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| 56167 |
hourledger-mcp
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MCP server that calculates work hours, overtime, and gross pay from clock in/ou…
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| 56168 |
Enables simulating customer orders from a dummy restaurant menu and tracking th…
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| 56169 |
Premiere Pro MCP Server
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Enables AI assistants to fully control Adobe Premiere Pro through 269 tools acr…
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| 56170 |
openai-mcp
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MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…
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| 56171 |
n8n-mcp-server
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Enables LLMs to programmatically control n8n via natural language for automated…
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| 56172 |
Magnet MCP Server
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Enables interaction with Magnet (magnet.run) via MCP, requiring an API key. Sup…
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| 56173 |
woocommerce-mcp-server
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Provides tools for AI assistants to interact with a WooCommerce store, enabling…
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| 56174 |
MCP Context Master
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Automatically analyzes project dependencies to discover and download the most r…
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| 56175 |
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
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| 56176 |
youtube-research-mcp
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Enables AI assistants to research YouTube videos by collecting captions, commen…
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| 56177 |
null-402-mcp
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Lets agents pay x402-protected endpoints privately on Stellar using zero-knowle…
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| 56178 |
BindCraft MCP
Claim
Model Context Protocol server for protein binder design using BindCraft via Doc…
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| 56179 |
mcp-travis
Claim
Enables users to manage Travis CI builds, view logs, compare builds, and get in…
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| 56180 |
mcp-sec-xbrl
Claim
Wraps the SEC EDGAR XBRL API to query financial data from SEC filings via natur…
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| 56181 |
Claude Code MCP Server
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An MCP server that allows Claude Desktop to remotely control Claude Code instan…
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| 56182 |
Satori MCP Server
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An MCP server that generates beautiful images from React components using Sator…
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| 56183 |
code-rag-mcp
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Enables semantic search over codebases using natural language queries, returnin…
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| 56184 |
mcp-hash
Claim
Provides cryptographic hash and HMAC computation for text, supporting algorithm…
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| 56185 |
mcp-gateway
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AuthzX MCP Gateway — policy-enforcing proxy between AI agents and MCP servers
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| 56186 |
EMEA Compliance MCP
Claim
EMEA sales + employment compliance for AI agents across 7 countries (UK, German…
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| 56187 |
Analyze LinkedIn & email outreach campaigns, track pipeline performance, and re…
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| 56188 |
M365 MCP Server
Claim
An MCP server for Microsoft 365 administration using the Microsoft Graph API, e…
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| 56189 |
MCP Code Flow Analyzer
Claim
An MCP server that analyzes and traces business code flows across your codebase…
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| 56190 |
TON Data MCP Server
Claim
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
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| 56191 |
Enables AI assistants to connect to Gmail accounts, check connection status, an…
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| 56192 |
xliff-processor
Claim
An MCP server for processing XLIFF and TMX translation files, enabling parsing,…
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| 56193 |
Jobs MCP Server
Claim
A custom MCP server that exposes a jobs database to any MCP-compatible LLM clie…
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| 56194 |
dwolla-mcp
Claim
Enables AI agents to retrieve and analyze Dwolla payment platform data using na…
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| 56195 |
macOS OCR MCP
Claim
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
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| 56196 |
mcp-outlook-mail
Claim
Enables AI agents to interact with Microsoft 365 Outlook Mail, allowing email o…
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| 56197 |
mcp-server-agent-comm
Claim
Enables multi-agent communication between AI agents via MCP tools with real-tim…
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| 56198 |
Style-Coach-MCP
Claim
Provides data-driven cover letter coaching by analyzing tone, keywords, and str…
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| 56199 |
cronmcp
Claim
Cron scheduler stdio MCP server that enables creating and managing scheduled pr…
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| 56200 |
Boarderless MCP Server
Claim
Enables AI agents to inspect and edit the live browser-resident canvas of the B…
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