MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 1 hour, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61801 |
FlowPresentationMCP
Claim
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
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| 61802 |
ultramem-mcp
Claim
Give any MCP client durable, cross-session memory by exposing an UltraMem deplo…
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| 61803 |
Connects AI assistants to authentic Islamic content including Qur'an, Hadith, a…
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| 61804 |
NexusForest MCP
Claim
Bridges AI models with 24 years of Global Forest Watch data across 165+ countri…
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| 61805 |
tractatus_thinking
Claim
An MCP server that breaks down complex concepts into fundamental logical compon…
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| 61806 |
bunq Partner MCP
Claim
An MCP server that connects AI assistants to the bunq Partner API, enabling nat…
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| 61807 |
sf-mcp
Claim
MCP server for Salesforce that exposes CLI, REST, Connect, Data 360, Bulk 2.0, …
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| 61808 |
formulon-mcp
Claim
MCP server for Excel-compatible formula evaluation and workbook operations, ena…
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| 61809 |
imessage-rich-search
Claim
Enables full-text search of macOS iMessages including link preview metadata. Wo…
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| 61810 |
local-mcp
Claim
Enables running MCP tools against local MLX models on your Mac, with hardware-a…
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| 61811 |
appstore-rejections-mcp
Claim
An MCP server that gives AI assistants access to a curated database of Apple Ap…
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| 61812 |
Asana MCP Server
Claim
A Type 4 OAuth MCP server for the Asana API, enabling AI assistants to manage w…
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| 61813 |
mcp-ffmpeg
Claim
Enables local media processing (video/audio) using FFmpeg and FFprobe, allowing…
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| 61814 |
playwriter
Claim
Connects to your running Chrome browser, enabling AI agents to automate it via …
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| 61815 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 61816 |
hotspot-MCP
Claim
Enables Claude LLM to run HotSpot atmospheric dispersion simulations via natura…
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| 61817 |
Generates custom React components following Shadcn UI standards with TypeScript…
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| 61818 |
mcp-server-steam
Claim
Integrates with Steam Web API to enable querying user profiles, game libraries,…
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| 61819 |
raggy-mcp
Claim
Provides centralized, persistent memory and knowledge graph for AI agents via R…
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| 61820 |
ATR Healer
Claim
MCP server for self-healing Selenide + Cucumber regression tests, using AI to f…
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| 61821 |
mcp_log_analyzer
Claim
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
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| 61822 |
hac-mcp
Claim
Provides AI assistants with programmatic access to SAP Commerce Cloud's Hybris …
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| 61823 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 61824 |
mcp-snap7
Claim
Enables MCP clients to connect to and interact with Siemens PLCs via python-sna…
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| 61825 |
mcp-edgar
Claim
Enables LLMs to access SEC EDGAR data: search filings, extract sections, pull s…
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| 61826 |
kimi-bridge
Claim
An MCP server that enables WorkBuddy to invoke the kimi-code CLI locally via MC…
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| 61827 |
mcp-apps-office-kit
Claim
Enables LLM Desktop clients to generate rich media content like PPT, HTML, and …
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| 61828 |
Obsidian Native MCP
Claim
LLM-optimized MCP server for Obsidian vaults with surgical edits, hash-based co…
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| 61829 |
mssql-mcp
Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
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| 61830 |
MCP Chat Server
Claim
Enables interactive chat with AI models via Anthropic API, supporting document …
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| 61831 |
mcp-supabase-management
Claim
Manages Supabase projects, databases, edge functions, secrets, and branches acr…
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| 61832 |
mcp-revelor
Claim
Connects AI assistants to Revelor e-shop analytics, search configuration, and r…
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| 61833 |
mcp-chinese-time
Claim
MCP server for parsing Chinese fuzzy time expressions (e.g., '昨天', '下午3点', '中秋节…
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| 61834 |
mcp-markdown-to-docx
Claim
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
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| 61835 |
caveman-mcp
Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
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| 61836 |
plausible-mcp
Claim
Enables querying Plausible Analytics data for website statistics, traffic, enga…
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| 61837 |
example-mcp-server-streamable-http-stateless
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| 61838 |
Document Buddy
Claim
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
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| 61839 |
Dokploy MCP Server
Claim
Enables AI assistants to manage cloud infrastructure through natural language b…
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| 61840 |
An MCP server for Microsoft Defender Advanced Hunting that enables AI assistant…
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| 61841 |
obsidian-mcp
Claim
Single-container MCP server for an Obsidian vault, providing 14 tools to manage…
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| 61842 |
claude-memory-mcp
Claim
An MCP server that gives Claude Code cross-session memory persisted to a plain …
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| 61843 |
Thunderbit MCP lets AI agents search, scrape, and extract structured data from …
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| 61844 |
CodeGraph
Claim
Supercharges AI coding agents with a pre-indexed semantic code graph, enabling …
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| 61845 |
Chai-1 MCP Server
Claim
Enables protein structure prediction using the Chai-1 model via Docker, with to…
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| 61846 |
outline-mcp
Claim
Connects MCP clients to Outline workspaces, enabling agents to safely read, upd…
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| 61847 |
marketsui-mcp
Claim
A local MCP server that scaffolds new React or Angular apps preloaded with the …
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| 61848 |
mcp-x
Claim
Turns any CLI tool or REST API into an MCP server for Claude, enabling Claude t…
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| 61849 |
Token Compressor MCP
Claim
A remote MCP server that compresses long text contexts, stores compact reusable…
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| 61850 |
Win MCP Server
Claim
Enables AI agents to securely manage and execute commands on remote Windows ser…
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