MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52651 |
NotebookLM MCP Server
Claim
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
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| 52652 |
dump-analyzer-mcp-server
Claim
MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze…
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| 52653 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
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| 52654 |
kvant-binance-mcp
Claim
Custom MCP server for Binance Futures, providing market data, trading, and quan…
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| 52655 |
enke
Claim
MCP server for en.ke link management enabling AI agents to shorten URLs, manage…
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| 52656 |
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…
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| 52657 |
devops-mcp
Claim
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
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| 52658 |
Zotero MCP Server
Claim
Enables LLM-powered tools to interact with Zotero academic libraries, including…
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| 52659 |
aicoreutils
Claim
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
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| 52660 |
linggen-mcp
Claim
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| 52661 |
airbnb-python-mcp
Claim
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| 52662 |
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
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| 52663 |
MCP Data Gateway
Claim
A unified data gateway MCP server that enables Claude to interact with multiple…
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| 52664 |
Gmail MCP Server
Claim
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
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| 52665 |
avm-mcp-server
Claim
MCP server for discovering and exploring Azure Verified Modules (AVM) from the …
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| 52666 |
## Kochava for Advertisers - Official MCP Server
A comprehensive connector for…
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| 52667 |
teryt-mcp
Claim
MCP server for querying the Polish TERYT registry, including territorial units,…
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| 52668 |
sss
Claim
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| 52669 |
web-search-mcp
Claim
Enables real-time web search via DeepSeek's search-enhanced dialogue, providing…
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| 52670 |
security-mcp
Claim
Fetches GitHub Code Scanning alerts and applies minimal local patches to fix vu…
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| 52671 |
ls-search
Claim
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-cal…
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| 52672 |
fetch
Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
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| 52673 |
mcp-server-qdrant
Claim
MCP server for Qdrant vector database with local BERT embeddings. Enables seman…
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| 52674 |
dingdawg-governance
Claim
Universal governance layer for AI agents — MCP-native,
fail-closed, LNN interpr…
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| 52675 |
mysql_mcp
Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
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| 52676 |
MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…
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| 52677 |
browser_mcp
Claim
Enables Claude to navigate, screenshot, read console/network, and crawl links i…
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| 52678 |
Enables natural language search over Bluetooth specification PDFs with hybrid s…
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| 52679 |
trade-agent-mcp
Claim
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
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| 52680 |
Windows Admin MCP
Claim
Enables remote Windows server administration and troubleshooting via WinRM and …
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| 52681 |
axomind-mcp
Claim
MCP server for Axomind — enables AI assistants to manage activities, mindmaps, …
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| 52682 |
Agent Kanban
Claim
An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
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| 52683 |
mcp-ssh-live
Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
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| 52684 |
freebase.cloud
Claim
Free cloud databases over MCP: query, store, list and annotate across 15 engine…
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| 52685 |
DataMammoth MCP Server
Claim
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
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| 52686 |
krx-cli
Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
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| 52687 |
carbon-cashmere-mcp
Claim
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
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| 52688 |
Cerevox MCP Server
Claim
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
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| 52689 |
TradePoli MCP
Claim
Enables querying U.S. politician stock trades from public disclosures, running …
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| 52690 |
academic-search-mcp
Claim
MCP server for academic research using the OpenAlex API, enabling article searc…
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| 52691 |
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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| 52692 |
Bangladesh payments for AI agents — bKash / Nagad via SSLCommerz. Never holds f…
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| 52693 |
beszel-mcp
Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
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| 52694 |
Outline MCP Server
Claim
Enables AI agents to manage documents and collections in Outline wiki through n…
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| 52695 |
ANSES Ciqual MCP Server
Claim
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
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| 52696 |
Image Analysis Server
Claim
Analyze images and videos by providing URLs or local file paths. Gain insights …
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| 52697 |
Rozbij Bank
Claim
Compare personal and business bank accounts, savings, and deposits specifically…
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| 52698 |
mattergate
Claim
A self-hostable MCP permissions gateway for legal-tech systems that connects le…
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| 52699 |
apple-mcp
Claim
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| 52700 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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