MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 1 hour, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57751 |
Sri Lanka Payslip
Claim
Source-backed Sri Lanka payslip tools for APIT/PAYE, EPF, ETF, stamp duty, and …
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| 57752 |
binance-intelligence-mcp
Claim
MCP server providing 12 computed intelligence tools for Binance, including accu…
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| 57753 |
control-expert-mcp
Claim
MCP server that enables AI agents to read, edit, and create PLC projects in Eco…
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| 57754 |
An MCP server that enables Claude Code to access Auth0-protected APIs by handli…
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| 57755 |
Seedance MCP
Claim
Enables video generation using the Seedance 2.0 model through MCP, supporting b…
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| 57756 |
Recruitee MCP Server
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Enables extraction and analysis of candidate profiles from Recruitee recruitmen…
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| 57757 |
Outline MCP Server
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Enables AI agents to manage documents and collections in Outline wiki through n…
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| 57758 |
MCP Gateway
Claim
Lightweight Model Context Protocol gateway that exposes one entry point for mul…
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| 57759 |
drawx-mcp-server
Claim
Generate draw.io diagrams and architecture designs from natural language, via t…
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| 57760 |
MCP Network Tools
Claim
A secure MCP server for network diagnostics, providing tools like ping, tracero…
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| 57761 |
UniFi MCP Server
Claim
MCP server providing Claude Code with full UniFi network management capabilitie…
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| 57762 |
clarity-mcp-multi
Claim
Enables managing multiple Microsoft Clarity projects by routing requests per cl…
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| 57763 |
SAY
Claim
Converts family notices (hospital, government, insurance, delivery) into action…
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| 57764 |
mcp-counter-server
Claim
Provides stateful counter tools for AI assistants, enabling accurate counting a…
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| 57765 |
Control your grocery cart with AI! This MCP server enables LLMs (like Claude) t…
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| 57766 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 57767 |
yksanjo/gmem
Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
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| 57768 |
nasa
Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
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| 57769 |
code-review-mcp
Claim
Local MCP server for Cursor that analyzes code, finds bugs, generates tests and…
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| 57770 |
spotify-mcp-server
Claim
An unofficial MCP server that provides access to Spotify's Web API through the …
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| 57771 |
pubnub-mcp
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| 57772 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 57773 |
Claude to Gemini CLI MCP
Claim
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
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| 57774 |
thunder-compute
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| 57775 |
AgentSEO
Claim
Live SEO workflow tools for Claude Code, Codex, and AI agents.
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| 57776 |
Enables video editing operations such as trimming, merging, adding audio/text/e…
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| 57777 |
docshelf-mcp
Claim
docshelf-mcp manages AI-friendly document collections — converts PDFs and Markd…
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| 57778 |
TradingView MCP Bridge
Claim
Personal AI assistant for your TradingView Desktop charts. Connects Claude Code…
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| 57779 |
Enables querying and managing daily store sales data stored in CSV files, inclu…
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| 57780 |
heor-agent
Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
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| 57781 |
local-recall-mcp
Claim
Provides fully local long-term memory for AI agents by enabling semantic search…
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| 57782 |
Documentary MCP Server
Claim
Enables creating, listing, and searching project-based documentation with Markd…
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| 57783 |
Image Scraper MCP Server
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MCP server for scraping images from DuckDuckGo and Google Maps place photos wit…
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| 57784 |
everhour-mcp-server
Claim
MCP server for Everhour time tracking with first-class Asana integration, enabl…
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| 57785 |
paper-search-mcp
Claim
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
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| 57786 |
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
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| 57787 |
notes-mcp
Claim
Enables AI assistants to search and retrieve content from local Markdown notes …
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| 57788 |
genmem
Claim
A local-first MCP server that gives AI assistants long-term memory by storing, …
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| 57789 |
Commonality MCP Server
Claim
MCP-native sales intelligence server enabling prospect enrichment, LinkedIn scr…
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| 57790 |
metatrader5-mcp-server
Claim
Enables AI applications to interact with MetaTrader 5 terminals via WebSocket M…
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| 57791 |
mcp_trello
Claim
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| 57792 |
A local MCP server that parses Robot Framework output.xml files, scores and gro…
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| 57793 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 57794 |
mcp-project-search
Claim
A project search MCP server based on Milvus vector database, supporting semanti…
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| 57795 |
godson_1231
Claim
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| 57796 |
ArXiv Insight MCP Server
Claim
Enables searching arXiv papers by topic or category, retrieving full text, PDFs…
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| 57797 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 57798 |
events
Claim
Agent-first Austin events concierge — fresh, sourced answers to what's happenin…
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| 57799 |
Enables AI systems to interact with Atlassian Bitbucket Server/Data Center for …
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| 57800 |
mcp-turso-cloud
Claim
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
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