MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38001 |
Provides system diagnostic capabilities including CPU, memory, disk usage, top …
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| 38002 |
Grinta-Coding-Agent
Claim
Local-first autonomous coding agent that plans, executes, validates, and finish…
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| 38003 |
AwesomeSalesforceSkills
Claim
Open-source Salesforce knowledge layer for AI coding assistants. 982+ source-gr…
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| 38004 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 38005 |
@striderlabs/mcp-ihg
Claim
Enables hotel search, booking, reservation management, and rewards tracking for…
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| 38006 |
@askaudience/mcp-server
Claim
Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
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| 38007 |
vsfclub
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| 38008 |
ClickUp MCP Server
Claim
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
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| 38009 |
pointcloud-mcp
Claim
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
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| 38010 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 38011 |
A Model Context Protocol server that enables AI assistants to fetch and underst…
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| 38012 |
font-metadata
Claim
Cloudflare Workers MCP server: font-metadata
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| 38013 |
artinet-relay-mcp
Claim
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| 38014 |
mnemo
Claim
Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 38015 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network and Coinbase API for …
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| 38016 |
PassNinja
Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
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| 38017 |
Enables AI assistants to search and retrieve information from the REMnux malwar…
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| 38018 |
Browse Power BI workspaces, run DAX queries, and page through large results.
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| 38019 |
comsol-mcp
Claim
MCP server for visible COMSOL automation that attaches to a running COMSOL Mult…
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| 38020 |
Atlas Research
Claim
Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 38021 |
mcp_poc
Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
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| 38022 |
android-mcp-server
Claim
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
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| 38023 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
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| 38024 |
Prelo MCP Server
Claim
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
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| 38025 |
datagsm-mcp
Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
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| 38026 |
cloudprice-mcp
Claim
MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
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| 38027 |
Crawlio MCP
Claim
AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
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| 38028 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 38029 |
heym
Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
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| 38030 |
Zepp Life MCP
Claim
MCP server that provides local caching, sync, and tools for Zepp Life health da…
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| 38031 |
MCP-marketing
Claim
Enables keyword monitoring, sentiment collection, AI analysis, and report gener…
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| 38032 |
ContextGC
Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
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| 38033 |
pmxt-mcp
Claim
MCP server that provides a unified prediction market API for multiple venues li…
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| 38034 |
mcp-watermark
Claim
MCP server for adding text and image watermarks to PDF documents, with customiz…
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| 38035 |
MarkItUp MCP Server
Claim
MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marke…
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| 38036 |
Currency conversion API for AI agents. Convert between fiat currencies (ECB rat…
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| 38037 |
Kali Linux MCP Server
Claim
Provides Claude Desktop with access to Kali Linux penetration testing tools via…
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| 38038 |
ChainRay
Claim
The most complete blockchain data and intelligence service for AI agents. 78 to…
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| 38039 |
100Hires MCP Server
Claim
Official Model Context Protocol server for 100Hires — the applicant tracking sy…
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| 38040 |
mcpdeprecation-mcp
Claim
Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…
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| 38041 |
Mavis MCP Server
Claim
Exposes the Mavis multi-agent system as an MCP server, enabling Claude Code and…
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| 38042 |
clark-mcp
Claim
A local, offline MCP server that provides a natural-language interface to Clark…
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| 38043 |
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
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| 38044 |
doc-manager
Claim
Personal document vault on Azure Blob Storage with a built-in MCP server. Clien…
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| 38045 |
A Model Context Protocol server that collects, analyzes, and manages AI use cas…
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| 38046 |
TypeScript Quickstart
Claim
Jumpstart building TypeScript-based integrations with ready-made examples for g…
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| 38047 |
travel-mcp-server
Claim
An AI-powered travel planner MCP server enabling flight and hotel search, weath…
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| 38048 |
etherscanmcp2
Claim
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| 38049 |
mcp-hackathon-africa
Claim
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| 38050 |
Greetings & Utilities
Claim
Greet people in multiple languages and perform quick math. Generate images from…
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