MCP Server Quality Scores
Independent quality analysis of 66291 public MCP servers
Last updated 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65801 |
YAMO Chain MCP Server
Claim
Enables LLMs to interact with the YAMO Blockchain, including reading lesson mem…
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| 65802 |
Android i18n MCP Server
Claim
An MCP server that automatically translates Android app string resources to mul…
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| 65803 |
local-mcp
Claim
A lightweight, stdio-based MCP server enabling AI assistants to perform local f…
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| 65804 |
lu
Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
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| 65805 |
xhs-mcp
Claim
小红书 MCP 服务器,使 AI 助手能够搜索、浏览、发布和互动小红书内容,支持多账号管理与自动浏览。
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| 65806 |
Apache Doris MCP Server
Claim
An MCP server that enables users to interact with Apache Doris databases throug…
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| 65807 |
Enables Bob AI to access and analyze Cloudability Savings Automation assessment…
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| 65808 |
Enables AI assistants to manage Docker containers and Kubernetes resources thro…
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| 65809 |
Fetches npm package READMEs, metadata, and search results for MCP-compatible AI…
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| 65810 |
jira-service-desk-mcp
Claim
Connects AI assistants to Jira Service Management instances, providing 40 tools…
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| 65811 |
microsoft-edge-mcp
Claim
A native TypeScript/Node.js MCP server providing low-level, high-performance co…
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| 65812 |
MCP Time Server
Claim
A remote MCP server that provides tools for getting the current time in differe…
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| 65813 |
mcp-server-corpayone
Claim
Enables managing Corpay One accounts-payable workflows including expense listin…
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| 65814 |
Elucora Evidence API
Claim
Capture a web source, or seal a hash you hold, into a signed receipt anyone can…
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| 65815 |
SkillStrata
Claim
Enables automatic discovery and reuse of tools from Claude Code execution trace…
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| 65816 |
gtfs-pro-mcp
Claim
MCP server that provides tools for querying live transit data (stops, departure…
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| 65817 |
The official Model Context Protocol adapter for Salesforce Commerce Cloud (B2C)…
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| 65818 |
mrmarket.ai
Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
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| 65819 |
squirrelscan
Claim
Website QA for your coding agent: audit SEO, performance, security, accessibili…
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| 65820 |
local-rag
Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
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| 65821 |
NoctisAI
Claim
Enables advanced malware development, threat intelligence analysis, and offensi…
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| 65822 |
Codex Control Plane MCP
Claim
Durable MCP control plane for long-running Codex Desktop tasks.
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| 65823 |
openaq-mcp-server
Claim
Find air-quality stations and read pollutant observations from government monit…
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| 65824 |
An MCP server for generating HTML presentation slides from Markdown content usi…
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| 65825 |
nomos-slack-mcp
Claim
An MCP server that enables AI agents to read and write Slack messages as the us…
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| 65826 |
MCP server for Probo print-on-demand — search products, configure orders, track…
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| 65827 |
MCP Help Article Server
Claim
MCP server that serves help articles to tenants with tenant isolation, enabling…
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| 65828 |
CloudPepper
Claim
Manage CloudPepper servers, Odoo instances, backups, and deployments over MCP.
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| 65829 |
Meetings MCP Server
Claim
Provides read-only access to Google Drive meeting transcripts and Google Calend…
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| 65830 |
Wisdom MCP
Claim
MCP server enabling AI agents to participate in the Wisdom Network. Provides to…
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| 65831 |
email-validator
Claim
Cloudflare Workers MCP server: email-validator
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| 65832 |
memory-bank-mcp
Claim
MCP server for semantic code indexing using vector embeddings, enabling AI agen…
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| 65833 |
os-control-mcp
Claim
Controls a Linux host through structured interfaces like systemd, journald, and…
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| 65834 |
TrustMesh MCP Server
Claim
Provides AI agents with trust scoring and reputation management capabilities fo…
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| 65835 |
glyphs-mcp
Claim
MCP bridge for AI-assisted type design in GlyphsApp. Lets Claude, Cursor, or an…
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| 65836 |
Figma MCP Server
Claim
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
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| 65837 |
Unterm
Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
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| 65838 |
Research Powerpack MCP
Claim
Enables AI assistants to perform comprehensive research by searching Google, mi…
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| 65839 |
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
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| 65840 |
Debug microcontrollers directly from Claude. This is an MCP server that drives …
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| 65841 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 65842 |
filesystem-mcp-server
Claim
Enables file system operations (read, write, list, search, watch, batch process…
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| 65843 |
YouTube MCP Server
Claim
Enables AI models to search, retrieve, and analyze YouTube videos, channels, pl…
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| 65844 |
Cadence
Claim
Detects your work mode and plays Spotify music matched to the task, learning yo…
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| 65845 |
yggdrasil
Claim
One shared, durable memory for your AI coding agents — local-first, zero-depend…
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| 65846 |
Python_Scripts_MCP
Claim
MCP server that exposes local Python scripts as tools for AI clients (e.g. Clau…
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| 65847 |
Code Review MCP
Claim
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
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| 65848 |
HiveAgent — The Agentzon
Claim
498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…
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| 65849 |
warframe-mcp
Claim
Provides AI assistants with real-time access to Warframe game data including wo…
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| 65850 |
shyn
Claim
Local-first ambient memory for your Mac — pages, meetings, notes, encrypted on-…
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