MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29101 |
Suwappu
Claim
High-performance cross-chain liquidity bot. Trade 100+ tokens across 7+ chains …
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| 29102 |
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
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| 29103 |
Apple MCP Tools
Claim
A collection of tools that enable AI assistants to interact with Apple applicat…
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| 29104 |
MCP Calculator
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A modular calculator server built with the MCP SDK that provides basic arithmet…
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| 29105 |
MCP Director
Claim
An intelligent orchestration server that routes user requests to appropriate sp…
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| 29106 |
agentic-ai-apis
Claim
The ultimate collection of APIs for building autonomous AI agents — 2,036 produ…
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| 29107 |
open.video MCP
Claim
AI-powered video platform management — upload videos, manage channels, track an…
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| 29108 |
Hello
Claim
Greet anyone with a friendly, personalized hello. Create quick salutations for …
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| 29109 |
Deploy applications to Cloud Run
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| 29110 |
OpenSoul MCP
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An open-source personality profiling system that enables users to record and an…
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| 29111 |
ros-mcp-server
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The ROS MCP Server supports robot control by converting user-issued natural lan…
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| 29112 |
Slack MCP Server
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A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
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| 29113 |
Active weather alerts and warnings from the National Weather Service
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| 29114 |
ds-mcp-server
Claim
Test prompts by instantly reflecting your message back. Validate formatting and…
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| 29115 |
halopsa-mcp
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| 29116 |
jmeter-mcp
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Integrates Apache JMeter with AI assistants to run and manage load tests throug…
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| 29117 |
CodeRide
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CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
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| 29118 |
SimDoc MCP Server
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Enables access to scientific simulation documentation and code snippets for sim…
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| 29119 |
GitHub MCP Server
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Enables comprehensive interaction with GitHub repositories, including code mana…
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| 29120 |
Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start s…
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| 29121 |
Enables University of Toronto students to access academic data from ACORN and Q…
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| 29122 |
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
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| 29123 |
Hello
Claim
Greet people by name with a simple hello. Validate your setup and workflows in …
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| 29124 |
EdgeLake MCP Server
Claim
Enables AI assistants to query and explore distributed data across EdgeLake nod…
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| 29125 |
AusLaw MCP
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Enables users to search and retrieve Australian legislation and case law with f…
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| 29126 |
travelpayouts-mcp
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MCP server for Travelpayouts API -- flight search, popular routes, price calend…
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| 29127 |
hexstrike-ai
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| 29128 |
mote-registry
Claim
Search the MOTE AI agent registry for machine-readable businesses.
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| 29129 |
mcp-server-251215
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| 29130 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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| 29131 |
mcpdoc
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| 29132 |
SkyeNet-MCP-ACE
Claim
Enables AI agents to execute server-side JavaScript and perform CRUD operations…
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| 29133 |
MCP Server Template
Claim
A minimal FastMCP server template for quick deployment to Render with streamabl…
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| 29134 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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| 29135 |
Capture screenshots, generate PDFs, and render HTML to images. MCP-native for A…
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| 29136 |
SnapAPI MCP Server
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MCP server for the SnapAPI web capture API. Take screenshots, scrape pages, ext…
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| 29137 |
Vikunja MCP Server
Claim
Connects Claude to self-hosted Vikunja instances for conversational task and pr…
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| 29138 |
SOMA
Claim
Agent marketplace with human concierge. Submit service requests
in natural lang…
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| 29139 |
ARGENTUM
Claim
Karma economy for AI agents and humans. Submit good actions,
get community atte…
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| 29140 |
xingzi-mcp
Claim
Enables AI agents to manage KOC marketing campaigns on the Xingzi platform, aut…
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| 29141 |
crypto
Claim
Crypto MCP — cryptocurrency prices and currency conversion
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| 29142 |
sg-data-mcp
Claim
Real-time Singapore government data for AI agents. Weather forecasts, air quali…
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| 29143 |
ctrader-mcp-server
Claim
A standalone Model Context Protocol (MCP) server that enables AI assistants to …
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| 29144 |
ScrapeLab MCP
Claim
Enables undetectable web scraping and browser automation for AI agents with 84 …
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| 29145 |
Haravan MCP
Claim
Enables AI assistants to interact with Haravan e-commerce platforms via MCP pro…
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| 29146 |
Cloud Pilot MCP
Claim
Provides AI agents with natural language control over AWS, Azure, GCP, and Alib…
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| 29147 |
Brand MCP Server
Claim
Enables Claude Desktop to query a PostgreSQL brand database through MCP. Suppor…
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| 29148 |
KJH Law MCP
Claim
Enables AI assistants to search, retrieve, and analyze South Korean legal docum…
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| 29149 |
Vanta MCP Server
Claim
Enables management of Vanta compliance platform resources including controls, v…
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| 29150 |
coindesk-mcp
Claim
The MCP server that can read recent news from Coindesk.
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