MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 1 hour, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34951 |
allema
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| 34952 |
Claude Chrome MCP
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Enables MCP clients like Claude Desktop to automate and interact with claude.ai…
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| 34953 |
ui-ux-suite
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UI/UX design-audit MCP server: scores a project on 12 dimensions vs WCAG 2.2 + …
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| 34954 |
Finance MCP Server
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Enables financial calculations such as compound interest, loan EMI, and savings…
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| 34955 |
seo-data-api-mcp-server
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Enables to access SE Ranking SEO data through natural language queries, providi…
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| 34956 |
coptest
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| 34957 |
An MCP server that bridges the physical world and AI models by enabling natural…
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| 34958 |
casuallayer-mcp
Claim
Deterministic AI liability attribution engine. Scores fault across AI supply-ch…
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| 34959 |
zvec-mcp
Claim
Enables AI agents to store, search, and manage a local vector database for RAG …
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| 34960 |
Jana MCP Server
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Provides natural language access to environmental data including air quality me…
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| 34961 |
proxmox-mcp
Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 34962 |
Text translation API for AI agents. Translate between 50+ languages with automa…
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| 34963 |
Coding Tools MCP
Claim
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
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| 34964 |
clova-speech-lecture-mcp
Claim
Enables speech-to-text transcription and summarization of lecture audio using N…
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| 34965 |
mcp-server-youtube
Claim
Enables AI assistants to search videos, read channels, browse playlists, fetch …
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| 34966 |
memo
Claim
Local MLX-native memory for AI agents — markdown-on-disk, sqlite-vec + BM25 hyb…
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| 34967 |
Retell Voice
Claim
Manage calls, numbers, voices, and agents on Retell to build and run phone and …
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| 34968 |
Security-hardened file organizer with smart categorization and duplicate detect…
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| 34969 |
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
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| 34970 |
An MCP server that provides tools and resources to access company financial fil…
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| 34971 |
Enables AI assistants like Claude to interact with Autodesk Construction Cloud …
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| 34972 |
srgssr-mcp
Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
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| 34973 |
setlistify
Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
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| 34974 |
prection
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| 34975 |
tentra
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| 34976 |
mcp
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| 34977 |
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
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| 34978 |
An MCP server that provides web development tools including taking screenshots …
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| 34979 |
mcp-ffmpeg
Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
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| 34980 |
Art Blocks MCP Server
Claim
The Art Blocks MCP Server supercharges your AI agents to become instant power u…
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| 34981 |
kitepass-mcp
Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
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| 34982 |
marvenn-mcp
Claim
Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
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| 34983 |
kuriflow-mcp
Claim
Make AI tasks repeatable. Run with new data automatically — zero AI tokens per …
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| 34984 |
Doxa MCP
Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
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| 34985 |
An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…
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| 34986 |
Airnow
Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
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| 34987 |
dart-mcp
Claim
MCP server for Korea's DART (Data Analysis, Retrieval and Transfer) electronic …
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| 34988 |
The Cracks Index
Claim
Read-only MCP server for The Cracks Index: ranks countries and regions on socia…
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| 34989 |
A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …
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| 34990 |
Fusion360MCP
Claim
Enables AI-powered CAD automation in Autodesk Fusion 360 through natural langua…
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| 34991 |
carapidev
Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
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| 34992 |
Payx Tavily Search
Claim
FastMCP server for Tavily search API with web search and content extraction
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| 34993 |
X Algorithm Toolkit
Claim
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
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| 34994 |
Instagram MCP Server
Claim
Enables AI assistants to interact with Instagram by scraping profiles, posts, r…
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| 34995 |
figma-drive
Claim
Exports frames from Figma and uploads them to Google Drive, with automated fold…
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| 34996 |
server
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| 34997 |
OmniHub
Claim
A local-first MCP server for personal memory management, enabling AI agents to …
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| 34998 |
Enables AI-powered automated testing, security scanning, code review, and maint…
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| 34999 |
An MCP server that provides tools for financial analysis and investment researc…
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| 35000 |
A-SOC Trust MCP Server
Claim
Provides agent certification and trust verification tools for AI agents, enabli…
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