MCP Server Quality Scores
Independent quality analysis of 41393 public MCP servers
Last updated 1 hour, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35701 |
market-intelligence
Claim
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
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| 35702 |
mimecast-mcp
Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
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| 35703 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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| 35704 |
alephant-mcp
Claim
Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…
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| 35705 |
valerie-mcp
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French real estate AI: DVF transactions, internet coverage, market insights. Fr…
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| 35706 |
NetOps
Claim
A comprehensive network management platform for tracking devices, sites, and to…
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| 35707 |
TastyTrade MCP Server
Claim
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
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| 35708 |
Production-ready MCP server that enables AI assistants to seamlessly interact w…
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| 35709 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 35710 |
real-estate-listing-mcp
Claim
real-estate-listing-mcp MCP server by MEOK AI Labs
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| 35711 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
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| 35712 |
Aegis Gov Contracts
Claim
SAM.gov federal contracts: search, details, AI bid analysis. 33k+ live opportun…
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| 35713 |
Angel One
Claim
Angel One SmartAPI MCP for orders, portfolio, market data, GTT rules, charges, …
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| 35714 |
loaditout-mcp-server
Claim
MCP server for discovering and installing AI agent skills from Loaditout. Searc…
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| 35715 |
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
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| 35716 |
Enables AI assistants to perform real-time web and academic searches using Perp…
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| 35717 |
geomelon-mcp
Claim
MCP server for the Geomelon geographic API — stdio and remote HTTP transports
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| 35718 |
Provides AI agents with precise, locale-aware date and time data across multipl…
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| 35719 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive integration through MCP, supporting file man…
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| 35720 |
highstory-mcp
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High Story MCP Server - Automate AI content campaigns and social media manageme…
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| 35721 |
mcp
Claim
MCP server for 2s.io — 40+ pay-per-call tools settled in USDC on Base via x402.
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| 35722 |
AgentCrush
Claim
Market intelligence for the AI agent economy: rankings, methodology, search, co…
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| 35723 |
slideshot
Claim
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
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| 35724 |
vibe
Claim
Social layer for Claude Code - DMs, presence, games between AI-assisted develop…
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| 35725 |
EasyWeek
Claim
EasyWeek is an all-in-one booking and business management platform for salons, …
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| 35726 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 35727 |
mcp-aliyun-domain
Claim
MCP server for Alibaba Cloud Domain - check availability, query details, list d…
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| 35728 |
notebooklm-mcp-2026
Claim
Secure MCP server for querying Google NotebookLM notebooks. Enables AI assistan…
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| 35729 |
fdd
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| 35730 |
mcp-gera-voice
Claim
GeraVoice MCP (placeholder) — voice-native gateway for emerging markets. Launch…
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| 35731 |
6DuckLearn MCP
Claim
Connect agents to 6DuckLearn memory, approvals, and runtime control.
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| 35732 |
travel.art
Claim
Art-tourism data for AI agents: biennales, art fairs, museums with 2026 prices …
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| 35733 |
Service Economics
Claim
Free service management tools — playbooks, benchmarks, and instant service heal…
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| 35734 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 35735 |
Word Orb
Claim
Trusted language infrastructure for AI agents, robotics, and teaching platforms…
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| 35736 |
forge
Claim
MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list…
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| 35737 |
OpenGolfAPI MCP Server
Claim
Enables AI agents to search and retrieve detailed information about US golf cou…
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| 35738 |
Modulos Demo Booking
Claim
Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI R…
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| 35739 |
neko-mcp
Claim
Enables AI agents to control a neko virtual browser via WebSocket and REST APIs…
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| 35740 |
steam-mcp
Claim
MCP server that enables searching Steam games, fetching user reviews with filte…
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| 35741 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
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| 35742 |
bol-mcp
Claim
MCP server for the bol.com Retailer API that enables managing orders, offers, s…
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| 35743 |
odigo-elastic-s2l-mcp
Claim
Connects LLMs to Elasticsearch with a Semantic-to-Lexical layer that translates…
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| 35744 |
springdocs-mcp
Claim
Enables users to access and search Spring ecosystem documentation, guides, tuto…
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| 35745 |
Todoist MCP Server
Claim
Provides tools for AI assistants to manage tasks, projects, labels, sections, a…
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| 35746 |
mcp-csv-database
Claim
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
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| 35747 |
computeback
Claim
Agent Rewards Marketplace: earn $NOMD on B2B work, spend on agent capabilities.
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| 35748 |
arelle-mcp
Claim
Enables LLMs to process, validate, and analyze XBRL financial filings with tool…
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| 35749 |
bark-mcp-server
Claim
A Model Context Protocol (MCP) server for sending iOS push notifications via Ba…
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| 35750 |
rope-mcp-server
Claim
Provides Python refactoring capabilities via the Rope library, enabling AI agen…
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