MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43451 |
whisper-windows-mcp
Claim
Windows-native local audio and video transcription using whisper.cpp with Vulka…
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| 43452 |
Strapi MCP Server
Claim
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
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| 43453 |
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
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| 43454 |
commonninja-mcp-server
Claim
Create, update, and manage live Common Ninja website widgets in natural languag…
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| 43455 |
Obsidi MCP
Claim
Exposes Obsidian vault tools via Model Context Protocol (MCP) server over stdio…
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| 43456 |
yagoo-mcp-server
Claim
Enables AI agents to discover and recommend other agents through a searchable d…
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| 43457 |
MCP Energy Server
Claim
Provides access to comprehensive U.S. and international energy data from the EI…
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| 43458 |
Greet and Add
Claim
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
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| 43459 |
PATK MCP Server
Claim
Filters verbose terminal output from commands like npm install, pip install, do…
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| 43460 |
Trillian MCP
Claim
Enables natural language queries of astronomical data across multiple archives …
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| 43461 |
RLM-Mem MCP Server
Claim
An MCP server implementing the TRUE Recursive Language Model technique for mana…
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| 43462 |
atmospore-mcp
Claim
Per-species pollen forecasts at any point on Earth, seven days ahead, via the A…
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| 43463 |
obsidian-headless-mcp
Claim
MCP server that provides tools and resources for AI models to interact with an …
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| 43464 |
bags-sdk-mcp
Claim
Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…
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| 43465 |
maxoperf
Claim
Load & browser performance testing — drive MaxoPerf from your AI agent with you…
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| 43466 |
codeparse-mcp
Claim
Parses Java and Xtend source code into a graph database and provides MCP tools …
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| 43467 |
sublime_mcp_server
Claim
An MCP server that exposes Sublime Text's unsaved buffers as tools via local HT…
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| 43468 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 43469 |
MCP-demo
Claim
MCP server that demonstrates PostgreSQL database interaction, providing a tool …
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| 43470 |
domin8
Claim
A deterministic MCP server that enforces auditable workflows by requiring AI ag…
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| 43471 |
MCP Iconik
Claim
MCP server providing tools for the Iconik media asset management API. Supports …
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| 43472 |
AI Search (AutoRAG) management. List and search documents across your AI Search…
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| 43473 |
Enables AI assistants to search and access academic papers from Google Scholar …
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| 43474 |
Smithery Scaffold
Claim
Provide a scaffold for building MCP servers with integrated AI and environment …
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| 43475 |
mcp
Claim
Crypto market intelligence: prices, funding rates, narratives, regime, and delt…
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| 43476 |
meok-ai-reflection-mcp
Claim
MEOK AI Labs - ai-reflection MCP server extracted from SOV3
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| 43477 |
cds-kb-mcp
Claim
A dataless MCP server that searches the SAP CDS knowledge base, allowing users …
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| 43478 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
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| 43479 |
cmux-mcp
Claim
MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…
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| 43480 |
tgfmcp
Claim
MCP server that enables Telegram bot interaction via Telegraf, providing tools …
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| 43481 |
name-variants
Claim
Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…
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| 43482 |
scavio-mcp
Claim
Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…
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| 43483 |
gitlab-mcp-server
Claim
Enables interacting with GitLab repositories, merge requests, and code through …
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| 43484 |
skool-mcp
Claim
MCP server for Skool.com communities. Enables listing/approving members, postin…
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| 43485 |
Signal8
Claim
SEC filings, dilution, insider & institutional ownership, and political-trade d…
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| 43486 |
weather
Claim
MCP weather server for Windows tutorial
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| 43487 |
Fan Token Intel MCP
Claim
67+ tools for fan token intelligence: whale flows, signal scores, sports calend…
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| 43488 |
BitOasis MCP Server
Claim
Enables AI assistants to interact with the BitOasis cryptocurrency exchange, in…
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| 43489 |
ia-cae-zurekin-mcp
Claim
MCP server for querying the authenticated internal CAEZ Urekin web. Supports se…
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| 43490 |
water-conditions
Claim
Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …
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| 43491 |
An MCP server that enables Amazon Q CLI users to create, query, and manage Mave…
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| 43492 |
MCP Browser
Claim
Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…
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| 43493 |
books-catalog
Claim
A well-documented MCP server that exposes a local SQLite catalog of public-doma…
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| 43494 |
shortcuts-bridge
Claim
MCP connector that lets ChatGPT list, search, and run your Apple Shortcuts via …
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| 43495 |
DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…
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| 43496 |
Purple Grain
Claim
Search and book agricultural contracting services on the Purple Grain marketpla…
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| 43497 |
CrestronMCP client
Claim
Enables natural language control of Crestron 4-Series AV systems via MCP tools,…
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| 43498 |
X MCP Server
Claim
MCP server for interacting with the X platform (Twitter) via MCP clients like C…
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| 43499 |
MCP server for FCA Handbook compliance analysis with verbatim citations.
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| 43500 |
Multi Agent MCP
Claim
Transforms your IDE into an autonomous multi-agent coding assistant that orches…
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