MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 2 hours, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57801 |
scribus-mcp
Claim
Enables AI assistants like Claude to control the Scribus desktop publishing app…
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| 57802 |
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
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| 57803 |
MissingLinkz
Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
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| 57804 |
mcp-watched
Claim
API-first website change detection with native MCP support
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| 57805 |
Enables searching for AI agents by keywords or categories, allowing users to di…
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| 57806 |
mcp-smithery-exam1
Claim
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| 57807 |
Old Family Recipe
Claim
Preserve grandma's handwritten recipe cards before they're lost. 13 MCP tools t…
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| 57808 |
sutra
Claim
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| 57809 |
rawtherapee-mcp-server
Claim
Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…
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| 57810 |
mascope-mcp
Claim
World MiniApp reviews and analytics — verified human ratings via World ID
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| 57811 |
jira-mcp-server
Claim
Exposes JIRA sprint data as MCP tools and prompts, with mock data and a pluggab…
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| 57812 |
Mila
Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
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| 57813 |
fast-browser-mcp
Claim
Adds persistent QA state to browser automation, enabling AI agents to maintain …
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| 57814 |
schemadriftgate-mcp
Claim
Paid remote MCP for schema drift checks, approvals, receipts, and release audit…
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| 57815 |
browserspendguard-mcp
Claim
Approval receipts for AI browser purchases.
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| 57816 |
Reference Servers
Claim
Explore a variety of implementations that enhance Large Language Models with se…
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| 57817 |
nexusm-mcp-server
Claim
Generic MCP server exposing Nexusm core capabilities (memory, conversation, kno…
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| 57818 |
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
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| 57819 |
cron-parser
Claim
Cloudflare Workers MCP server: cron-parser
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| 57820 |
mcp_flutter
Claim
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| 57821 |
siftingio-mcp
Claim
MCP server that provides access to SiftingIO market data, including live prices…
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| 57822 |
Bodrum Belediyesi
Claim
Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 57823 |
Colour Memory
Claim
Cultural color intelligence. Every colour anchored to a person, a year, and a c…
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| 57824 |
Streamfog MCP
Claim
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
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| 57825 |
Bowman Prospects MCP
Claim
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
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| 57826 |
Kasm MCP Server v2
Claim
Enables AI agents to manage and interact with Kasm Workspaces containerized des…
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| 57827 |
Tandoor MCP Server
Claim
MCP server for managing Tandoor recipes, meal plans, and shopping lists. Enable…
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| 57828 |
This MCP server simplifies interaction with the ConnectWise Manage API through …
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| 57829 |
Superjolt MCP Server
Claim
Enables AI-powered infrastructure management of JavaScript applications via nat…
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| 57830 |
wolt-mcp
Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
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| 57831 |
browser-use MCP Server
Claim
MCP server enabling LLMs to perform browser tasks via SSE transport, allowing c…
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| 57832 |
Canvas Agent
Claim
MCP server that connects AI assistants to Instructure Canvas LMS, enabling teac…
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| 57833 |
n8n-MCP
Claim
A Model Context Protocol server that provides AI assistants with comprehensive …
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| 57834 |
CL Razorpay MCP Server
Claim
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 57835 |
Universal Ontology MCP
Claim
Enables AI assistants to navigate and populate complex ontologies by transformi…
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| 57836 |
Greynoise
Claim
GreyNoise Community MCP — internet scanner classification (free tier with key)
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| 57837 |
md2wechat-skill
Claim
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
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| 57838 |
mcp-yuntrack
Claim
Enables parcel tracking via YunTrack, supporting single or batch tracking numbe…
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| 57839 |
EPANET MCP Server
Claim
MCP server for EPANET water-distribution network simulation and scenario analys…
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| 57840 |
Distill
Claim
MCP server that provides a shared team knowledge base by transforming raw input…
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| 57841 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 57842 |
sandbox-mcp
Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
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| 57843 |
stablebaseline-mcp
Claim
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
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| 57844 |
mcp-app-ui
Claim
This MCP server provides the current server time through a basic resource and t…
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| 57845 |
MCP Git Commit Generator
Claim
Analyzes Git repository changes and generates conventional, context-aware commi…
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| 57846 |
pozank-stock-server
Claim
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| 57847 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
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| 57848 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 57849 |
dynatrace-mcp
Claim
This remote MCP server allows interaction with the Dynatrace observability plat…
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| 57850 |
MCP Tool Factory
Claim
A framework for building hot-loadable MCP tools that feature conversational neg…
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