MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34801 |
numerology
Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
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| 34802 |
LinkedIn MCP Server
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Fully featured MCP server that provides automation tools for LinkedIn, supporti…
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| 34803 |
mcp-eyes
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A drop-in MCP server that pairs long-context reasoning LLMs with vision models …
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| 34804 |
SCRT Network MCP Server
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Enables interaction with the Secret Network blockchain, including querying bloc…
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| 34805 |
PCL MCP Server
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Enables AI coding agents to access persistent, structured product context (pers…
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| 34806 |
seo-monster
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SEO MCP over Search Console, GA4, PageSpeed Insights, Cloudflare, IndexNow, CrU…
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| 34807 |
janusmcp
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Local, open-source multi-account MCP broker — one endpoint, every account. Add …
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| 34808 |
justetf-mcp
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Provides read-only access to justETF data including ETF search, profiles, chart…
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| 34809 |
Gemini Omni MCP
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FastMCP server for Google's gemini-omni-flash-preview video model, enabling tex…
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| 34810 |
VNC MCP Server
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Empowers AI agents to see, reason, and control computers via VNC, providing adv…
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| 34811 |
Uganda payments for AI agents — MTN MoMo via Flutterwave. Never holds funds.
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| 34812 |
Kachaka MCP Server
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Enables AI models to monitor and control Kachaka robots via MCP, including navi…
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| 34813 |
An MCP server that integrates HandaaS data APIs for industrial chain analysis, …
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| 34814 |
Enables LLMs to query and analyze government website analytics from analytics.u…
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| 34815 |
Avalanche MCP Tools
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Enables natural language interaction with the Avalanche blockchain through AI a…
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| 34816 |
A local MCP server that lets Claude answer plain-language questions about your …
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| 34817 |
A model context protocol server that provides Cookie rewards for LLMS through g…
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| 34818 |
neuronwriter-mcp
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| 34819 |
Enables deployment and management of GPU workloads across multiple cloud provid…
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| 34820 |
ServiceNow MCP Server
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Enables AI assistants and development tools to interact with ServiceNow instanc…
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| 34821 |
Corvi Careers
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Search remote and onsite jobs through the public Corvi Careers MCP server.
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| 34822 |
reachpad-mcp
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Enables agents to share and hand off documents with stable URLs, comment, and g…
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| 34823 |
Apple Mail Summary MCP
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Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…
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| 34824 |
A collection of MCP servers for Slack, Jira, Confluence, and release coordinati…
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| 34825 |
A Model Context Protocol (MCP) server that enables remote access to OpenCode AI…
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| 34826 |
mindkeeper-mcp
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Captures ideas from conversations and organizes them into a persistent, hierarc…
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| 34827 |
obsidian
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| 34828 |
Draw.io MCP Server
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Enables AI models to create and manage various types of diagrams (flowcharts, U…
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| 34829 |
agent-skills-mcp
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Loads Agent Skills from markdown files, exposing them as MCP tools or system pr…
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| 34830 |
cloudflare-crawl-mcp
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MCP server for Cloudflare Browser Rendering Crawl API. Fetches and crawls web p…
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| 34831 |
vault-kv-mcp
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A read-only MCP server that provides tools to read, list, and inspect secrets f…
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| 34832 |
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
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| 34833 |
pixserp
Claim
Live AI-native web search with citations. One tool for every MCP client. Flat p…
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| 34834 |
Browser MCP: drive a real Chromium via Playwright with compact ref-addressable …
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| 34835 |
chinese-text-tools
Claim
Claude Code 中文写作四合一工具箱:文本分析(字数/段落/阅读时间)、结构化大纲生成(论文/小说/商业计划书)、GB/T 7714 参考文献格式化、…
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| 34836 |
Philips Hue MCP Service
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Enables control of Philips Hue lights through the Model Context Protocol, provi…
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| 34837 |
InBiot MCP Server
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Provides real-time air quality monitoring and historical data analysis for InBi…
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| 34838 |
mcp-multi-db
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One MCP server for PostgreSQL, MySQL, and SQLite. Unified read-only tools (`lis…
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| 34839 |
CL Razorpay MCP Server
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Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 34840 |
MCP-AI-Gateway
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Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and …
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| 34841 |
manufacturing-defect-mcp
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MCP server for manufacturing defect investigation using knowledge graphs and gr…
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| 34842 |
vertex-memory-bank-mcp
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| 34843 |
Official MCP server for Theta EdgeCloud's On-Demand Model APIs, providing acces…
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| 34844 |
mcp
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| 34845 |
Agent Traffic Lab
Claim
Find a verified executable provider for a task, with callable handoff and fallb…
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| 34846 |
OpenAI Image MCP Server
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A Model Context Protocol server that enables generating, editing, and multi-tur…
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| 34847 |
slack-mcp
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Enables AI assistants to interact with Slack workspaces, providing tools for re…
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| 34848 |
psx-mcp
Claim
MCP server that exposes Pakistan Stock Exchange data (quotes, dividends, announ…
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| 34849 |
AnchorRegistry
Claim
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
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| 34850 |
mcp-server
Claim
MCP runtime security. 22µs validation, 97% self-healing. Detects RCE, SSRF, cre…
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