MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43901 |
injectshield
Claim
Prompt-injection firewall for AI agents — scan untrusted text before LLM calls.
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| 43902 |
SSOJet MCP Server
Claim
An MCP server that authenticates users via SSOJet and provides tools such as ad…
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| 43903 |
EventTrader MCP
Claim
AI prediction market trading — real-time data, CLOB exchange, 30+ tools
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| 43904 |
A Model Context Protocol server that allows interaction with Twitter, enabling …
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| 43905 |
flights-mcp
Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
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| 43906 |
bricks-use
Claim
MCP server for executing Databricks SQL queries and comparing table data, suppo…
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| 43907 |
agents-md
Claim
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| 43908 |
author-mcp-server
Claim
Recall, check, search, timeline, and graph tools for fiction writers via Seizn …
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| 43909 |
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
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| 43910 |
MCP bridge for inter-session communication between Claude Code instances
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| 43911 |
browser-use MCP Server
Claim
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
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| 43912 |
PyAutoGUI-MCP
Claim
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
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| 43913 |
mcp-server
Claim
Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medic…
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| 43914 |
n8n MCP Agent
Claim
Autonomous AI agent for n8n workflow automation with credential factories, exec…
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| 43915 |
Airflow MCP
Claim
Enables natural language interaction with Apache Airflow for querying DAGs, mon…
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| 43916 |
unreal-ai-connection
Claim
Drive the Unreal Engine 5.7 editor from any MCP client over a local TCP socket …
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| 43917 |
MCP server for Appium mobile automation on iOS and Android devices with test cr…
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| 43918 |
Spotify MCP Server
Claim
MCP server for the Spotify Web API — gives Claude and other AI assistants tools…
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| 43919 |
CrazyNinja Odds Devigger
Claim
Calculate conservative and alternative sports betting odds with expected value …
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| 43920 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 43921 |
media-downloader
Claim
A multimedia downloading and conversion MCP server supporting YouTube, HLS stre…
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| 43922 |
BrewBoard CRM MCP Server
Claim
Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
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| 43923 |
crawlforge-mcp
Claim
CrawlForge MCP is a production-ready MCP server that gives AI agents the power …
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| 43924 |
mcp-server-docx
Claim
Enables creating professional Word documents from markdown or structured conten…
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| 43925 |
blender-mcp
Claim
Enables AI-powered control of Blender through natural language, allowing users …
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| 43926 |
SimpleCodeMCP
Claim
Indexes internal code libraries and exposes them via MCP for AI agents to provi…
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| 43927 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 43928 |
youtube-trends-mcp
Claim
Enables AI assistants to query YouTube search trends, including rising topics, …
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| 43929 |
Python MCP Server
Claim
A modular server for managing and registering tools, enabling extensible functi…
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| 43930 |
youtube
Claim
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| 43931 |
Picsha AI MCP Server
Claim
MCP server for Picsha AI platform enabling LLMs to search, upload, and manage d…
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| 43932 |
DDG MCP1234
Claim
A basic MCP server template with example tools for echoing messages and retriev…
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| 43933 |
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| 43934 |
duplicati-mcp
Claim
MCP server for managing Duplicati backups from an LLM.
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| 43935 |
senders-mcp
Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
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| 43936 |
handoff-mcp-server
Claim
Durable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.
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| 43937 |
Dreamlit
Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
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| 43938 |
options-chain-mcp
Claim
Read-only MCP server for options research with server-side filtering to reduce …
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| 43939 |
lol-wiki-mcp
Claim
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| 43940 |
rewind-mcp
Claim
Enables developers to recover their working context after interruptions by anal…
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| 43941 |
GribStream MCP
Claim
Hosted weather data MCP for discovery, validation, and OAuth-protected GribStre…
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| 43942 |
ms-365-admin-mcp-server
Claim
A Model Context Protocol server for Microsoft 365 administration using Graph AP…
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| 43943 |
ziwei-mcp
Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
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| 43944 |
HubSpot MCP Server
Claim
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
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| 43945 |
Mockzilla
Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
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| 43946 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control and automate Unreal Engine through a native C+…
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| 43947 |
adaptive-agent-mcp
Claim
A self-evolving RAG system that enables AI agents to autonomously read and writ…
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| 43948 |
ai-counsel
Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
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| 43949 |
brickdocs
Claim
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| 43950 |
MCP Number Powers Server
Claim
Exposes tools to calculate powers (square, cube, etc.) of a number via stdio or…
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