MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51701 |
lobbyvoices-mcp
Claim
Official remote MCP server for Lobby, the bilingual AI receptionist. Five free …
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| 51702 |
Apple Health MCP
Claim
Local-first MCP server that reads Apple Health export files (export.xml/zip) an…
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| 51703 |
zee5-mcp-private
Claim
MCP server providing synthetic subscriber data (profiles, watch history, billin…
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| 51704 |
saju
Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
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| 51705 |
Connects AI agents to a collective creativity platform where they can publish, …
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| 51706 |
cosmo-mcp
Claim
MCP server that connects Hermes Agent to ERPNext for managing stock, sales, cus…
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| 51707 |
autonomad-travel
Claim
AI travel agent over MCP — live flights, hotels, activities, and events worldwi…
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| 51708 |
Enables AI assistants to deploy and manage static websites through a self-hoste…
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| 51709 |
Auxen
Claim
Hire AI workers that run on schedule, report back and act with your OK. Or depl…
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| 51710 |
wordly
Claim
An MCP App that provides an interactive UI for visualizing multiple rewritten v…
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| 51711 |
memscope-mcp
Claim
Enables AI agents to perform low-level Windows process memory research, includi…
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| 51712 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 51713 |
Personal local AI memory/document MCP that manages short and long-term memories…
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| 51714 |
excel-engine-mcp
Claim
Enables real Excel desktop automation to recalculate formulas, read computed ce…
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| 51715 |
LINE Bot MCP Server
Claim
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
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| 51716 |
Universal MCP server for local filesystem skills with lazy loading and context-…
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| 51717 |
Build, solve, and analyze RASON optimization, simulation, data science, and dec…
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| 51718 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 51719 |
OpenAPI Sync MCP
Claim
High-performance MCP server for OpenAPI specifications that parses specs, diffs…
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| 51720 |
MCP GraphQL Sales Server
Claim
Provides AI assistants with access to sales data from a Northwind-style databas…
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| 51721 |
datagovma-mcp
Claim
MCP server for the Moroccan Open Data portal (data.gov.ma) enabling search and …
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| 51722 |
the-notebook-mcp
Claim
Enables AI agents to directly manipulate Jupyter Notebook cells and structure t…
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| 51723 |
WAII MCP Server
Claim
Provides database interaction through natural language, enabling query executio…
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| 51724 |
opportunity-party-mcp
Claim
Scrapes the Opportunity Party website and converts policy PDFs to structured ma…
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| 51725 |
WolvenKit MCP
Claim
MCP server that gives Claude Code access to WolvenKit for Cyberpunk 2077 moddin…
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| 51726 |
defluff
Claim
Deterministic prose linter for LLM text — flags AI slop, filler, buzzwords, hed…
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| 51727 |
DingTalk Robot MCP
Claim
Enables AI assistants to send DingTalk single and group chat messages via MCP p…
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| 51728 |
AI Design Blueprint
Claim
Doctrine and validators for governable agentic AI products.
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| 51729 |
clariBI
Claim
AI business intelligence: sign up, ingest data, run analyses, generate reports …
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| 51730 |
MCP server that retrieves up-to-date Google Maps Platform documentation and cod…
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| 51731 |
Geo MCP Worker
Claim
Free geospatial MCP server for AI agents, providing geocoding, reverse geocodin…
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| 51732 |
erddap-mcp-demo
Claim
Enables LLMs to interact with ERDDAP search, metadata, and tabledap services fo…
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| 51733 |
excel-mcp
Claim
An MCP server for performing Excel file operations including read, write, and m…
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| 51734 |
Your Eveoy expert in any AI — learn how it works, get a price, and order real i…
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| 51735 |
Senegal payments for AI agents — Orange Money / Wave via Flutterwave. Never hol…
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| 51736 |
base-batch-send-mcp
Claim
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
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| 51737 |
Browserbase MCP Server
Claim
Provides cloud browser automation capabilities for AI agents, including creatin…
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| 51738 |
Gentkey
Claim
One MCP URL for all your connectors — scoped writes, enforced constraints, and …
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| 51739 |
A stdio MCP server that queries Commonware blockchain research via NotebookLM, …
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| 51740 |
linkedin-automation-mcp
Claim
AI-powered LinkedIn automation server for content generation, profile/company d…
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| 51741 |
Unfold It MCP Server
Claim
Connect AI assistants to Unfold It -- create goals with AI-generated plans, age…
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| 51742 |
romulus-31780
Claim
ROMulus is a retro gaming ROM search engine that aggregates results from four m…
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| 51743 |
1inch MCP
Claim
Doc search, intent & cross-chain swaps, limit orders, portfolio, spot prices, g…
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| 51744 |
StocksMCP
Claim
AI-powered stock research MCP server with real-time data, CRUD operations, and …
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| 51745 |
datoon
Claim
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM …
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| 51746 |
Tianji
Claim
An MCP server that integrates hundreds of thinking models and frameworks to hel…
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| 51747 |
journalowl-mcp
Claim
MCP server for JournalOwl that enables AI-powered journaling integration, allow…
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| 51748 |
Capytail
Claim
Capytail is a local MCP capability router that selects relevant skills before l…
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| 51749 |
HANAPerformanceMCP
Claim
An MCP server that gives AI assistants direct access to SAP HANA performance da…
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| 51750 |
actions-xyz-mcp
Claim
Extract structured action items from meeting transcripts and notes using the ac…
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