MCP Server Quality Scores
Independent quality analysis of 47923 public MCP servers
Last updated 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47851 |
trade-mcp
Claim
An advanced MCP server for real-time worldwide stock market data, technical ind…
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| 47852 |
music-digger-mcp
Claim
Control Apple Music via natural language from Claude Code, with the ability to …
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| 47853 |
telegram-briefing-mcp
Claim
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
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| 47854 |
MCP server for OpenAI Vector Store API, managing vector stores, files, file bat…
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| 47855 |
MarkIndex MCP
Claim
Enables LLMs to accurately navigate and retrieve information from complex docum…
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| 47856 |
notes-rag-mcp
Claim
A Python MCP server for note management with RAG capabilities, enabling adding,…
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| 47857 |
Sales Intelligence
Claim
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
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| 47858 |
Enables natural language interaction with Unanet GovCon ERP for project managem…
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| 47859 |
ScreenShotTool MCP
Claim
Windows桌面截图与窗口自动化工具,支持后台操作、不抢焦点,可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。
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| 47860 |
plaky-mcp
Claim
Wraps the Plaky project-management REST API as MCP tools for managing spaces, b…
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| 47861 |
PL/SQL Intelligence
Claim
PL/SQL Intelligence MCP server — live Oracle DB tools + offline analyze/lineage…
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| 47862 |
musashi-mcp
Claim
Exposes Musashi market intelligence as MCP tools for clients like Claude and Ch…
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| 47863 |
mcp-ddg-research
Claim
Lightweight MCP server for DuckDuckGo search with HTML fallback, safe webpage f…
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| 47864 |
ropey
Claim
Enables coding agents to perform safe, project-wide Python refactoring (rename,…
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| 47865 |
academic-workflow-mcp
Claim
Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enab…
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| 47866 |
Bolna MCP Server
Claim
Manage voice AI agents, make calls, run campaigns, and control phone numbers th…
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| 47867 |
SoloMD
Claim
A free, open-source Markdown editor with a bundled MCP server (stdio, read-only…
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| 47868 |
lightfast-mcp
Claim
Connects creative applications like Blender and Adobe Creative Suite to AI mode…
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| 47869 |
consciousness MCP server
Claim
A pluggable vector memory server for semantic search and long-term memory, with…
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| 47870 |
redmine-mcp-workflows
Claim
A schema-aware MCP server for Redmine that validates issue writes against workf…
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| 47871 |
transcend
Claim
A code-intelligence MCP server for coding agents that combines a static reposit…
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| 47872 |
lazarus-mcp
Claim
Enables automatic diagnosis, safe repair, and evidence generation for broken No…
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| 47873 |
Soroka
Claim
Telegram bot that turns saved messages into a personal knowledge base with AI-p…
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| 47874 |
figma-opencode-mcp
Claim
Local-first MCP server that connects AI coding agents to the currently open Fig…
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| 47875 |
SEOAnalytics Read MCP
Claim
Read-only MCP server that retrieves SEO analytics data from WordPress, Google S…
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| 47876 |
Vopak Workspace MCP
Claim
Enables AI agents to control Google Workspace services (Slides, Docs, Sheets, D…
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| 47877 |
@abdelrahmanhsn/jira-mcp
Claim
A Model Context Protocol server that connects your AI IDE to Jira. Query your t…
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| 47878 |
Enables users to explore and manage banking card features including product dis…
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| 47879 |
mcp-federated-data
Claim
Federated MCP server that joins relational metadata (MySQL) with timeseries val…
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| 47880 |
z3-solver-mcp-server
Claim
Enables solving constraint satisfaction problems, mathematical equations, and l…
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| 47881 |
seizedata-mcp
Claim
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| 47882 |
Nimiq MCP Server
Claim
A Model Context Protocol (MCP) server for interacting with the Nimiq blockchain.
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| 47883 |
execution-run-mcp
Claim
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
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| 47884 |
brick-bacnet-mcp
Claim
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
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| 47885 |
wx4py-mcp
Claim
MCP server for WeChat PC automation, enabling message sending, voice/video call…
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| 47886 |
uml-search-mcp
Claim
Enables searching across UMass Lowell domain for people, website content, place…
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| 47887 |
figma-docs-mcp
Claim
Local MCP server that transforms Figma documentation and business rules into a …
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| 47888 |
atlas-mcp
Claim
Connect AI coding agents to Atlas knowledge hub for context retrieval and work …
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| 47889 |
MCP Remote Code
Claim
Enables agent-style remote development over SSH with file operations and comman…
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| 47890 |
mcp-bundestag-de
Claim
Enables searching and retrieving documents, activities, and plenary protocols f…
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| 47891 |
apple-mail-mcp
Claim
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
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| 47892 |
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
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| 47893 |
disclos-eu-ai-act
Claim
Lets AI assistants classify an AI system under the EU AI Act, returning risk ti…
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| 47894 |
USPTO Patent MCP Server
Claim
Provides access to USPTO patent and patent application data through multiple AP…
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| 47895 |
@buygit/mcp-server
Claim
The only MCP that returns license + supply-chain risk + popularity + price in a…
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| 47896 |
Check a domain's registration status, or watch it for expiry, deletion, and ava…
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| 47897 |
tradestation-mcp
Claim
MCP server for TradeStation API enabling market data, brokerage, and order exec…
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| 47898 |
mcp-server-python
Claim
A Python MCP server providing AI agents with tools for local knowledge base sea…
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| 47899 |
nankai-trough-mcp
Claim
MCP server that surfaces cited official Japanese government data on Nankai Trou…
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| 47900 |
firsty-mcp
Claim
An MCP server that wraps the Firsty telecom API, allowing AI agents to manage e…
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