MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 4 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48801 |
Blackhole MCP Server
Claim
Model Context Protocol server for the Blackhole DEX on Avalanche, providing 32 …
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| 48802 |
testweather
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| 48803 |
Enables LLMs to create PayPal invoices through a simple tool interface.
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| 48804 |
SAGA
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Enables AI agents to perform fused hybrid search and reorganize documents, fold…
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| 48805 |
Reference Servers
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Explore a variety of implementations that enhance Large Language Models with se…
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| 48806 |
Enables AI clients to read and write local infinite canvas data via MCP protoco…
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| 48807 |
azure-devops-mcp
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Enables read-only interaction with Azure DevOps Server (on-premises) including …
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| 48808 |
mcp-gdocs
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MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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| 48809 |
vault-memory
Claim
Local-first agentic knowledge layer over Obsidian notes, enabling MCP-aware age…
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| 48810 |
roshan-harf-mcp
Claim
A self-hostable MCP server for Roshan AI's Persian speech service, Harf, enabli…
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| 48811 |
Cardexscan MCP Server
Claim
Provides AI assistants with real-time access to Cardano DeFi data, including to…
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| 48812 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
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| 48813 |
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
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| 48814 |
专为教师设计的小雅智能教学平台教育管理MCP服务器,集成课程资源管理、题目创建、试卷配置、班级查询、签到统计、任务测验与批阅等功能。
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| 48815 |
Omnier CRM
Claim
The CRM built for agents. Give your agent the CRM and go talk to people
https:/…
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| 48816 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 48817 |
Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, …
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| 48818 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 48819 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 48820 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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| 48821 |
BullRun
Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
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| 48822 |
win-capture-mcp
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A Windows MCP server that enables AI agents to capture screenshots of open wind…
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| 48823 |
substack-mcp
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Remote MCP server that provides tools to read a Substack user's notes and recen…
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| 48824 |
High-value scientific tools for AI agents — literature search (PubMed, arXiv, S…
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| 48825 |
MCP Demo
Claim
A model-agnostic MCP server exposing example tools (add1, multiply2, greet) for…
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| 48826 |
sortie-mcp
Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
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| 48827 |
beszel-mcp
Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
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| 48828 |
test
Claim
This is a testing server up for WriftAI.
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| 48829 |
DRIFT-MCP
Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
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| 48830 |
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
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| 48831 |
PostgreSQL MCP
Claim
Read-only MCP server for PostgreSQL, enabling schema discovery, table metadata,…
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| 48832 |
Redfish MCP Server
Claim
Enables AI agents to manage infrastructure through natural language queries to …
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| 48833 |
claude-max-mcp
Claim
An MCP server that enables any AI agent to call Claude using your existing Max/…
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| 48834 |
yokozuna-mcp
Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
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| 48835 |
VS Claude
Claim
MCP server that integrates with VS Code to enable file operations, git diffs, a…
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| 48836 |
Lanalyzer MCP Server
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Enables AI models to perform static taint analysis on Python code, detecting se…
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| 48837 |
1C MCP Proxy
Claim
Proxies MCP protocol to JSON-RPC for 1C:Enterprise IT management system, enabli…
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| 48838 |
Whoop MCP Server
Claim
Exposes Whoop fitness data (recovery, sleep, strain, workouts) to Claude for us…
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| 48839 |
krds-uiux-mcp-server
Claim
Integrates the Korean government's KRDS design system with AI assistants, enabl…
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| 48840 |
edgar-events-mcp
Claim
Provides live SEC filing events including resolved activist stakes (13D) and ty…
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| 48841 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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| 48842 |
Recomma
Claim
What ChatGPT, Gemini and Google AI Overviews say about your brand, and which so…
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| 48843 |
loom
Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
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| 48844 |
polyrouter-mcp
Claim
MCP server for querying and optionally trading across prediction markets (Polym…
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| 48845 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 48846 |
tinytask
Claim
A minimal task management system for LLM agent collaboration via the Model Cont…
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| 48847 |
Enables interaction with Wecandeo VideoPack v4 API for video upload, encoding, …
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| 48848 |
Wasim Unity MCP Bridge
Claim
Enables ChatGPT to interact with the Unity Editor via MCP, using a PowerShell c…
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| 48849 |
Arcane MCP
Claim
AI-powered Docker management server that enables natural language control of en…
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| 48850 |
demeter-mcp
Claim
MCP bridge for Demeter/Artemis EXAFS fitting. Enables headless fits, building A…
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