MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 2 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64851 |
mutual-review-mcp
Claim
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
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| 64852 |
Tend
Claim
Your own network — goals, commitments and interaction history — read-only, from…
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| 64853 |
Grok AI MCP Server
Claim
A Node.js-based server that integrates with the xAI Grok API to provide AI-driv…
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| 64854 |
Garmin Workout Pipeline
Claim
Enables building and uploading structured workouts to Garmin Connect using YAML…
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| 64855 |
cybersecurity-ai-mcp
Claim
cybersecurity-ai-mcp MCP server by MEOK AI Labs
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| 64856 |
An MCP server that connects to SAP ERP systems via RFC to perform native ABAP s…
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| 64857 |
ircv3-mcp
Claim
An IRCv3 MCP server that enables agents to act as a mini IRC client: read chann…
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| 64858 |
AI Agent Astrology — natal charts, transits, cosmic weather, and forecasts for …
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| 64859 |
News API MCP Server
Claim
A Model Context Protocol (MCP) server that provides access to global news artic…
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| 64860 |
submagic-mcp-server
Claim
Connects AI assistants to Submagic's video editing API for creating viral short…
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| 64861 |
callput-agent-mcp
Claim
MCP server for spread-only options execution on Base L2, enabling AI agents to …
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| 64862 |
mcp-memory-graphdb
Claim
A persistent graph-database memory server for Claude and other LLM agents, buil…
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| 64863 |
WorkoutGuide MCP
Claim
Enables workout tracking and coaching within Claude conversations, managing exe…
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| 64864 |
Jobkeepr
Claim
Manage jobs, customers, scheduling, estimates and invoices for a field service …
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| 64865 |
Fintalio LinkedIn MCP
Claim
LinkedIn outreach MCP server — 19 tools for AI agents to prospect, sequence, an…
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| 64866 |
mcpmeraki
Claim
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| 64867 |
PowerPoint MCP Server
Claim
A Model Context Protocol server that enables creating, editing, and manipulatin…
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| 64868 |
strimzi-kafka-cli
Claim
Command Line Interface for the Strimzi Kafka Operator
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| 64869 |
Gamma MCP Server
Claim
Enables generating presentations, creating from templates, and managing Gamma r…
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| 64870 |
nasa-ads-mcp
Claim
MCP server for the NASA Astrophysics Data System (ADS) enabling searches, paper…
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| 64871 |
Cadence
Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
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| 64872 |
trade-agent-mcp
Claim
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
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| 64873 |
academic-search-mcp
Claim
MCP server for academic research using the OpenAlex API, enabling article searc…
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| 64874 |
axomind-mcp
Claim
MCP server for Axomind — enables AI assistants to manage activities, mindmaps, …
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| 64875 |
Windows Admin MCP
Claim
Enables remote Windows server administration and troubleshooting via WinRM and …
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| 64876 |
mcp-ssh-live
Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
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| 64877 |
Agent Kanban
Claim
An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
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| 64878 |
TradePoli MCP
Claim
Enables querying U.S. politician stock trades from public disclosures, running …
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| 64879 |
DataMammoth MCP Server
Claim
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
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| 64880 |
Cerevox MCP Server
Claim
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
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| 64881 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
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| 64882 |
krx-cli
Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
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| 64883 |
beszel-mcp
Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
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| 64884 |
DART 재무제표 분석 MCP 서버
Claim
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
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| 64885 |
mcp
Claim
Send, list, and delete file transfers via DropWarp and get a shareable download…
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| 64886 |
ANSES Ciqual MCP Server
Claim
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
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| 64887 |
Local-first security check for AI coding agents: secrets, .env exposure, git-hi…
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| 64888 |
Image Analysis Server
Claim
Analyze images and videos by providing URLs or local file paths. Gain insights …
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| 64889 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 64890 |
apple-mcp
Claim
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| 64891 |
Outline MCP Server
Claim
Enables AI agents to manage documents and collections in Outline wiki through n…
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| 64892 |
Rozbij Bank
Claim
Compare personal and business bank accounts, savings, and deposits specifically…
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| 64893 |
mattergate
Claim
A self-hostable MCP permissions gateway for legal-tech systems that connects le…
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| 64894 |
MCP Demo
Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
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| 64895 |
Airlock
Claim
A redaction engine and MCP server that scrubs sensitive identifiers (AWS keys, …
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| 64896 |
Nullsec S1 MCP
Claim
Exposes Nullsec security tooling for scanning and explaining ZK circuits (Circo…
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| 64897 |
Last_Minute_Deals_HQ
Claim
7,000+ live bookable slots across 20 suppliers in 28 cities and 15 countries — …
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| 64898 |
Scraper Maintenance MCP
Claim
MCP server for automating web scraper maintenance via browser inspection, selec…
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| 64899 |
Hive Credit Broker
Claim
Broker-only credit/lending discovery shim for AI agents
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| 64900 |
MCP Server
Claim
Enables natural language DevOps automation with Docker, Kubernetes, and AWS int…
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