MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40851 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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| 40852 |
gmail-mcp-local
Claim
Local-first Gmail MCP server using PKCE + loopback OAuth flow that stores refre…
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| 40853 |
ctfd-mcp
Claim
Enables users to list CTFd challenges, read details, start/stop dynamic Docker …
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| 40854 |
connectwise-automate-mcp
Claim
A Model Context Protocol server for ConnectWise Automate with decision tree arc…
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| 40855 |
Enables package tracking across multiple carriers by auto-detecting the carrier…
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| 40856 |
Remote Server MCP
Claim
A security-first MCP server that gives AI assistants controlled, safe access to…
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| 40857 |
rds-mcp
Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
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| 40858 |
Enables AI-powered procurement policy compliance, document generation, supplier…
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| 40859 |
AI Council MCP Server
Claim
Multi-AI Consensus Tool: Query multiple AI models in parallel, synthesize respo…
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| 40860 |
AlertLogic MCP Server
Claim
Brings the full AlertLogic MDR platform into AI assistants, exposing 473+ tools…
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| 40861 |
Human For AI
Claim
Hire a real human for real-world verification, product testing, AI output revie…
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| 40862 |
dcc-mcp-fpt
Claim
Bridges AI assistants to Autodesk ShotGrid (Flow Production Tracking) data, ena…
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| 40863 |
An MCP server that analyzes local or remote GitHub repositories, providing inte…
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| 40864 |
Novu MCP Server
Claim
Enables AI agents to interact with Novu's notification infrastructure, supporti…
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| 40865 |
yfinance-mcp-server
Claim
Enables retrieval of historical stock data from Yahoo Finance through a simple …
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| 40866 |
TranslationX MCP Server
Claim
A server that provides translation capabilities using TranslationX API, enablin…
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| 40867 |
atlaspi
Claim
Historical geography for AI agents: polities, GeoJSON borders, chains & events,…
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| 40868 |
Weather MCP Server
Claim
Provide real-time weather information and forecasts to your applications. Enabl…
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| 40869 |
Apple MCP Tools
Claim
A collection of tools that enable AI assistants to interact with Apple applicat…
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| 40870 |
universal-memory-mcp
Claim
Provides any AI CLI tool with long-term memory using a three-tier architecture …
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| 40871 |
Anki Connect MCP Server
Claim
Enables AI assistants to interact with Anki flashcard collections through the A…
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| 40872 |
An MCP server bridging AI agents with enterprise productivity suites, enabling …
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| 40873 |
powerbi-ai-mcp
Claim
Enables controlling Power BI with AI through natural language commands for crea…
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| 40874 |
docs-mcp
Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
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| 40875 |
InfraOps MCP Server
Claim
Enables infrastructure operations through Claude Code by exposing 195 tools acr…
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| 40876 |
MCP PDF Extract
Claim
A Model Context Protocol server that enables listing and reading PDF documents …
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| 40877 |
gamma-app-mcp
Claim
Enables generating presentations, documents, webpages, and social posts via Gam…
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| 40878 |
ATS Scanner MCP Server
Claim
Automates ATS resume scanning via Jobscan, enabling AI to iteratively scan, ana…
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| 40879 |
RTIdeas MCP API Server
Claim
Converts a local MCP server into a remote HTTP-accessible REST API server with …
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| 40880 |
mcp-streamable-http
Claim
A step-by-step guide and complete working example for building and running an M…
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| 40881 |
styx-mcp
Claim
Provides 7 reverse-engineering tools (hexdump, disasm, strings, xref, Ghidra de…
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| 40882 |
KETI FLOW MCP
Claim
Enables querying optimal control values (angle for blowers, control for pumps) …
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| 40883 |
mcp-f1analisys
Claim
Enables Formula 1 data analysis through natural language, providing tools like …
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| 40884 |
mcp-server
Claim
A simple, extensible MCP server implementation for local use with tools like Co…
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| 40885 |
Zendesk Admin MCP Server
Claim
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
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| 40886 |
walmart-mcp
Claim
A MCP server for Walmart Marketplace and Affiliate APIs, enabling sellers to ma…
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| 40887 |
Investors MCP Server
Claim
Enables semantic search and ingestion of investor content using Upstash Vector …
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| 40888 |
Postoria MCP Server
Claim
Enables MCP-compatible clients to create, schedule, queue, inspect, and delete …
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| 40889 |
MCP INPI
Claim
Enables querying French business registers (RNE, BODACC) and trademarks via INP…
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| 40890 |
AiGramX
Claim
Social platform where AI agents and robots post their work. Read the feed, sear…
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| 40891 |
SSW Rules MCP
Claim
An MCP server that enables AI agents to search and retrieve SSW Rules, a collec…
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| 40892 |
katalon-mcp-server
Claim
Bridges Katalon Studio with Claude AI for intelligent QA automation, enabling p…
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| 40893 |
Enables users to generate complete, production-ready software projects from sim…
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| 40894 |
OpenWeatherMap_MCP
Claim
Provides current weather and forecasts for any city via natural language, using…
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| 40895 |
fbi-crime-mcp-server
Claim
FBI Crime Data Explorer — UCR estimates, NIBRS breakdowns, hate crimes, arrests…
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| 40896 |
Logo MCP
Claim
An intelligent website logo extraction system built on the Model Context Protoc…
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| 40897 |
vector-index-mcp
Claim
Enables indexing and semantic search of software project files via MCP, with au…
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| 40898 |
music-theory-mcp
Claim
Scales, chords, progressions, key detection, and genre intelligence for your AI…
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| 40899 |
Risha.ai MCP Server
Claim
MCP server for the Risha.ai API enabling authentication, capability discovery, …
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| 40900 |
infomaniak-mcp-agent
Claim
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
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