MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35301 |
Linear MCP Server
Claim
An open-source Model Context Protocol server that enables interaction with the …
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| 35302 |
ubuntu-insights
Claim
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
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| 35303 |
Soulseek MCP Server
Claim
Enables Claude to search and download music files from the Soulseek peer-to-pee…
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| 35304 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 35305 |
AWS SES MCP Server
Claim
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
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| 35306 |
mcp-security-scanner
Claim
Security scanning for MCP servers from the inside out. Provides runtime inspect…
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| 35307 |
Dev Context Memory MCP
Claim
A local-first MCP server that gives AI coding assistants persistent, structured…
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| 35308 |
mcp-commerce-starter
Claim
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
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| 35309 |
Gül-tekin Mühendislik
Claim
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
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| 35310 |
ShippingRates
Claim
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
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| 35311 |
testlocal_mcp1
Claim
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| 35312 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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| 35313 |
French Law MCP Server
Claim
Enables querying and retrieving legal texts and decisions from French public AP…
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| 35314 |
MCPedia
Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
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| 35315 |
figma-developer-mcp
Claim
Enables coding agents like Cursor to access Figma design data, fetch layout and…
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| 35316 |
Enables trading and market data access for Toss Securities through natural lang…
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| 35317 |
Vivado MCP
Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
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| 35318 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 35319 |
me-db
Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
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| 35320 |
witness-protocol
Claim
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| 35321 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
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| 35322 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
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| 35323 |
HR-ASSIST
Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
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| 35324 |
Finance Research Agent
Claim
AI equity-research analyst for Indian NSE/BSE markets with 28 MCP tools enablin…
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| 35325 |
MCP Help Request Server
Claim
Captures comprehensive context about development issues and facilitates human a…
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| 35326 |
aetherwave-mcp
Claim
Music, image, video and audio generation across top AI providers - one key, one…
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| 35327 |
RPG MCP Server
Claim
Enables playing RPGs with LLMs through tools for dice rolling (e.g., '1d6'), su…
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| 35328 |
Integrates with Claude Desktop to provide Korean financial data including stock…
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| 35329 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
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| 35330 |
Mealie MCP Server
Claim
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
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| 35331 |
Provides MCP tools for IP threat intelligence lookup and enrichment, including …
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| 35332 |
jotae-mcp
Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
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| 35333 |
census-geocoding-mcp
Claim
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
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| 35334 |
mcp-infra-readonly
Claim
A read-only MCP server that gives Claude Code secure, non-invasive access to in…
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| 35335 |
cosmosdb-mcp
Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
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| 35336 |
GPT Commander
Claim
A security-first MCP server that provides LLMs with structured tools for filesy…
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| 35337 |
foreman-mcp-py
Claim
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
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| 35338 |
mcp-tap
Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
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| 35339 |
genai-lab
Claim
Exposes tools for semantic search and RAG-based Q\&A from a local knowledge bas…
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| 35340 |
PSX MCP Server
Claim
Provides 12 tools to scrape and access Pakistan Stock Exchange market data, inc…
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| 35341 |
Switchboard
Claim
Switchboard is a local-first, governed MCP endpoint that aggregates multiple MC…
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| 35342 |
RC Engine
Claim
An AI-native product development pipeline that guides users from idea to shippi…
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| 35343 |
GoldenMCP
Claim
A Web3 MCP evaluation marketplace enabling standardized Inspect evals with Walr…
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| 35344 |
mcp-vision
Claim
通过火山引擎方舟视觉模型为无视觉能力的主模型提供识图能力的MCP服务器,支持图片描述和文字提取。
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| 35345 |
servicenow-mcp-server
Claim
Enables natural language interaction with ServiceNow instances for managing inc…
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| 35346 |
OpenAI Ads MCP Server
Claim
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
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| 35347 |
Mealie MCP Server
Claim
Connects MCP clients like Claude to your Mealie recipe manager, enabling natura…
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| 35348 |
Flightdeck MCP Server
Claim
Enables AI clients to manage Flightdeck projects, work items, cycles, modules, …
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| 35349 |
@lobsterkit/vault-mcp
Claim
MCP server for LobsterVault, enabling AI agents to securely store, retrieve, ma…
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| 35350 |
office-mcp
Claim
An MCP server that lets Claude control Microsoft Word and Excel on macOS via Ap…
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