MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35351 |
biji-mcp
Claim
Search and retrieve content from Get笔记 knowledge bases through natural language…
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| 35352 |
Bay Street MCP
Claim
A Model Context Protocol server that lets Claude (and any MCP client) cite actu…
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| 35353 |
MySQL MCP Server
Claim
Enables direct interaction with MySQL databases through SQL queries, table expl…
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| 35354 |
Calculator MCP Server
Claim
Provides basic arithmetic operations (add, multiply, divide) for AI assistants …
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| 35355 |
Hercules MCP
Claim
Enables AI agents to perform professional penetration testing through a contain…
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| 35356 |
google-ads-mcp
Claim
Enables AI agents and LLMs to interact with Google Ads accounts, allowing searc…
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| 35357 |
sfgraph
Claim
A local, privacy-first knowledge graph for Salesforce orgs. It live-syncs your …
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| 35358 |
homekit-cli
Claim
An MCP server that provides tools for inspecting and controlling Apple HomeKit …
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| 35359 |
form-auto-mcp
Claim
Automates internal system form submissions by reading data from Excel/CSV or Go…
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| 35360 |
HR-Assist
Claim
Automates HR workflows such as employee onboarding, leave management, and ticke…
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| 35361 |
mysql-mcp-server
Claim
Enables natural language querying of MySQL databases via Claude Code, allowing …
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| 35362 |
Xuanmu-BugBounty-mcp
Claim
独立自包含的SRC挖洞专用MCP工具包,提供32个侦察、漏洞检测、认证安全、信息提取等工具,零外部依赖,即装即用。
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| 35363 |
Discord MCP Server
Claim
Enables AI assistants to manage a Discord server, including creating channels, …
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| 35364 |
Mneme Memory MCP
Claim
A local-first shared memory layer for MCP-aware agents like Claude, Codex, and …
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| 35365 |
Enables scanning live after-hours stock prices on Robinhood Chain, paying for q…
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| 35366 |
MCP Tool Connector
Claim
Exposes search over internal documents and company lookup via authenticated API…
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| 35367 |
mcp-fusion
Claim
Multi-model fusion analysis tool that sends queries to multiple AI models in pa…
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| 35368 |
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
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| 35369 |
Provides real-time weather, air quality, forecasts, and astronomical informatio…
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| 35370 |
KeyShot MCP
Claim
A local MCP server that enables AI apps to control KeyShot Studio for scene ins…
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| 35371 |
no-tax-on-tips-mcp
Claim
MCP server that exposes the OBBBA No Tax on Tips federal deduction logic as cal…
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| 35372 |
Replicate-MCP-Server
Claim
Universal MCP server for the full Replicate catalog: image, video, audio, music…
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| 35373 |
ej
Claim
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| 35374 |
Enables to extract TypeScript methods, functions, and their relevant imports an…
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| 35375 |
research_mcp
Claim
An MCP server that mirrors the skills and workflows of an industry-leading rese…
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| 35376 |
daraz-mcp
Claim
Enables searching Daraz.pk products with smart cheapest detection and category …
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| 35377 |
booklore-MCP
Claim
An MCP server for BookLore that lets any MCP-compatible assistant talk to your …
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| 35378 |
mcp-server
Claim
MCP server that enables web search via Tavily API and chess player stats via Ch…
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| 35379 |
todoglow
Claim
See what each of your coding agents is working on, and read or advance your tod…
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| 35380 |
ortools-mcp
Claim
An MCP server that uses Google OR-Tools CP-SAT to find minimal corrections to v…
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| 35381 |
ms-teams-mcp
Claim
Provides access to Microsoft Teams, Outlook, Calendar, and SharePoint via the M…
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| 35382 |
vault-rag-mcp
Claim
MCP server for semantic search in an Obsidian Second Brain vault using self-hos…
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| 35383 |
goevento-new
Claim
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| 35384 |
Outlook Graph MCP
Claim
Enables to manage your Outlook mailbox via Microsoft Graph (write access) with …
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| 35385 |
Enables AI agents to search, fetch, and clean live documentation from LangChain…
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| 35386 |
DOL WHD MCP
Claim
TypeScript MCP server for accessing Department of Labor enforcement data, OSHA …
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| 35387 |
Jeltz
Claim
Connects AI assistants to physical devices via MCP, enabling LLMs to reason abo…
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| 35388 |
product-spec-mcp
Claim
Prevents premature AI coding by transforming vague product ideas into structure…
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| 35389 |
OCR MCP
Claim
Converts screenshots of web pages into structured Markdown using GLM-OCR (Zhipu…
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| 35390 |
cert-study
Claim
Provides a local CBT exam system as MCP tools for Codex, managing study session…
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| 35391 |
PrecisionContextEngine
Claim
Enables AI coding agents to efficiently navigate and understand large codebases…
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| 35392 |
Moorcheh MCP Server
Claim
Enables interaction with Moorcheh AI services including namespace management, d…
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| 35393 |
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
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| 35394 |
mcp-kicad-pcb-inspector
Claim
Parse and analyze KiCad PCB files from AI agents — layer stackup, net listing, …
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| 35395 |
mcp-tool-filter
Claim
A generic MCP proxy that filters which tools are exposed from a remote MCP serv…
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| 35396 |
Wellness Nourish
Claim
A local-first nutrition MCP server for food search, barcode lookup, meal estima…
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| 35397 |
mcp-kindle
Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
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| 35398 |
Trello MCP Server
Claim
Enables interaction with Trello boards, lists, and cards using the Model Contex…
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| 35399 |
ai_agent_test
Claim
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| 35400 |
UniFi Network MCP Server
Claim
Turns your UniFi Network Controller into programmable tools for querying and mo…
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