MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 2 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40801 |
TAP Insights MCP
Claim
Connects TikTok accounts to Claude, enabling analysis of account data for brand…
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| 40802 |
Faker MCP Server
Claim
Generates realistic, context-aware synthetic data for AI agents to populate dat…
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| 40803 |
Shared Workspace MCP
Claim
Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…
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| 40804 |
Clevername
Claim
AI agent governance — security scanning, BYOK routing, audit logging, and Counc…
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| 40805 |
arcgis-portal-mcp
Claim
Enables AI assistants to search, query, and manage ArcGIS Portal and Online con…
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| 40806 |
A Model Context Protocol server that provides AI coding agents with access to u…
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| 40807 |
nats-channel-mcp
Claim
Bridges NATS pub/sub into Claude Code sessions, enabling agents to receive and …
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| 40808 |
goals
Claim
Goals MCP provides tooling for the six goal flows (`/save`, `/home`, `/invest`,…
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| 40809 |
velora
Claim
Hosted Argentine commerce MCP: real AFIP invoicing, MercadoPago, logistics, cat…
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| 40810 |
Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M co…
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| 40811 |
Famulor
Claim
AI voice agents: assistants, calls, campaigns, leads, knowledge bases, WhatsApp…
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| 40812 |
Coralogix MCP Server
Claim
A command-line tool for monitoring and analyzing Coralogix logs using the Model…
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| 40813 |
Conducted MCP
Claim
Stateless advisor + validator for Conducted Development: kickoff, artifact vali…
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| 40814 |
register-mcp
Claim
Provides access to the Swiss Federal Commercial Register (Zefix) for company se…
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| 40815 |
Ticket Fighter
Claim
Automates parking ticket detection, evidence gathering, and dispute preparation…
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| 40816 |
FamilySearch MCP Server
Claim
Enables AI assistants to search FamilySearch's Family Tree, view person details…
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| 40817 |
CRAG-MCP
Claim
A Model Context Protocol server that builds and queries a config-aware code gra…
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| 40818 |
Swiggy Deal Finder
Claim
Finds the cheapest nearby option for a dish on your own Swiggy account, ranked …
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| 40819 |
UML Forge
Claim
13 AI-powered UML diagram tools for coding agents. Generates class, sequence, s…
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| 40820 |
QSimHealth
Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
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| 40821 |
senders-mcp
Claim
Cold email infrastructure — campaigns, prospects, mailbox health and replies vi…
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| 40822 |
AI-native meme coin launchpad on Avalanche. Deploy tokens, simulate trades, que…
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| 40823 |
filamental
Claim
Read/write access to your Filamental knowledge graph vault. 12 tools. Local-fir…
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| 40824 |
Provides live market data from Indian Stock Exchanges (BSE & NSE) via MCP, powe…
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| 40825 |
webfetch-camouflage
Claim
MCP server for fetching web content with browser fingerprint camouflage, conver…
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| 40826 |
CourtListener MCP Server
Claim
Enables LLM-friendly access to the CourtListener legal database and eCFR for se…
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| 40827 |
hsk-mcp
Claim
A remote Model Context Protocol (MCP) server that gives AI assistants structure…
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| 40828 |
@revxl/devtools
Claim
Provides 17 developer utility tools for AI agents, including free tools like JS…
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| 40829 |
whoop-chatgpt-app
Claim
MCP server that connects WHOOP health tracker data to ChatGPT, enabling read-on…
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| 40830 |
Obsidian MCP Server
Claim
An MCP server that enables AI assistants to access and manage your local Obsidi…
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| 40831 |
storms
Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
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| 40832 |
Deep Agentic Core MCP
Claim
Unified MCP server for AgenticLens and Agentic Chaos capabilities.
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| 40833 |
Enables search and lookup of SolidWorks API documentation, including methods, i…
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| 40834 |
Enables appending content to Google Docs and creating email drafts in Gmail via…
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| 40835 |
excalidraw-mcp
Claim
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
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| 40836 |
cvinbio
Claim
Search professional profiles from the CVin.Bio talent database.
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| 40837 |
Yantrix MCP
Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
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| 40838 |
Bookeo MCP Server
Claim
Enables searching and retrieving customer bookings and payment details from Boo…
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| 40839 |
vuln-mcp-server
Claim
A vulnerable-by-design MCP server pair (NotesServer and VaultServer) for testin…
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| 40840 |
exa-knowledge-mcp
Claim
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| 40841 |
mcp-server-stdio
Claim
A starter MCP server using StdioServerTransport, providing example tools to che…
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| 40842 |
SkyStage MCP Test Server
Claim
Minimal MCP server for testing SkyStage's self-auth auto-detection feature. It …
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| 40843 |
doc-aurora-dev
Claim
Tested By Abir_kh4N
|
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| 40844 |
Handled Personalizer MCP
Claim
Generates AI-written personalized cold email opening lines from a prospect's we…
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| 40845 |
arc-security
Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
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| 40846 |
SK Wwise MCP
Claim
A modular suite of MCP servers for Audiokinetic Wwise, enabling AI agents to br…
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| 40847 |
Enables AI agents to perform dynamic and reflective problem-solving through a c…
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| 40848 |
sfmc-mcp-server
Claim
MCP Server para Salesforce Marketing Cloud: valida queries do Automation Studio…
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| 40849 |
CUA MCP Server
Claim
Enables autonomous desktop automation by delegating tasks to vision-based agent…
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| 40850 |
gsc
Claim
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