MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
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| 47201 |
testyb2
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| 47202 |
Math Addition MCP Server
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A simple MCP server that provides a tool for adding two numbers, designed for t…
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| 47203 |
code-context
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Enables AI coding assistants to automatically scan, store, and query API endpoi…
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| 47204 |
全球海关贸易数据 MCP
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提供全球238个国家/地区的进出口贸易数据查询,支持按企业名称、产品关键字、HS编码等多维度联合搜索。
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| 47205 |
naver-works-mail-mcp
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Enables reading and sending Naver Works emails (Korean business email service) …
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| 47206 |
Enables building, running unit tests, and instrumented tests for Android projec…
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| 47207 |
RAM Prices MCP Server
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Caches and serves DDR/DRAM weekly price series from memorys.com and historical …
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| 47208 |
vault-mcp
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Markdown + SQLite knowledge store with bidirectional wikilinks, exposed as an M…
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| 47209 |
whoami-mcp
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Exposes a person's structured professional profile as MCP tools, enabling Claud…
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| 47210 |
audit event mcp
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Hash-chained audit log for AI agents — MCP-native, Cloudflare Durable Objects +…
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| 47211 |
tell-ai-ui-critic
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An MCP server that captures rendered UI, diagnoses design tells and consistency…
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| 47212 |
standshare-mcp
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MCP server for the StandShare API, enabling Claude and other MCP clients to man…
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| 47213 |
Chronicle Beta
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A local-first personal RAG memory system that turns AI conversation history int…
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| 47214 |
Remote Jobs Center
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Search current remote / work-from-home jobs by category, region, perk, or compa…
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| 47215 |
istat-mcp-server
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Enables LLMs to access and analyze Italian statistical data from ISTAT via natu…
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| 47216 |
A beginner-friendly MCP server that provides basic arithmetic operations like a…
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| 47217 |
vocametrix
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Official MCP server for the Vocametrix voice analysis API. Gives AI assistants …
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| 47218 |
PatchProof MCP
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Enables local npm supply-chain inspection through tools for repository scanning…
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| 47219 |
rqwstr
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AI-native HTTP security testing MCP server — 17 tools with raw HTTP/1.1 + HTTP/…
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| 47220 |
MCP server that drives chat.sakana.ai via headless Chrome with persistent sessi…
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| 47221 |
Deploy to Agents
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Audit agent-distribution surfaces and create an evidence-based distribution pla…
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| 47222 |
Fireblocks MCP Server
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Enables AI assistants to securely interact with Fireblocks services through the…
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| 47223 |
garoon-mcp-server
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Official local MCP server for Garoon, enabling AI assistants to interact with t…
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| 47224 |
afya-mcp
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MCP server for Kenya health system — NHIF/SHA coverage, facility finder, commun…
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| 47225 |
Image Edit MCP Server
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AI-powered image editing and generation server using Model Context Protocol, en…
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| 47226 |
server
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Family calendar, tasks, meals, lists & rewards hub for AI assistants.
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| 47227 |
Design Feeds MCP
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Enables browsing and reading curated design and photography feeds, as well as f…
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| 47228 |
Hiking MCP Server
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Allows you to search for hiking routes on Wikiloc using geographic and textual …
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| 47229 |
Great Question
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Great Question is the Agentic UX research platform for product builders. Run in…
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| 47230 |
Enables querying Rubrik Security Cloud protection and threat data in Microsoft …
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| 47231 |
release-gate
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Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
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| 47232 |
Aionis MCP Server
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Bridges Aionis execution memory to MCP clients, enabling governed memory contex…
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| 47233 |
mcp-monodraw
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Enables creation, editing, and export of ASCII art diagrams using Monodraw on m…
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| 47234 |
Uyuni MCP Server
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Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
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| 47235 |
office365-mcp-server
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Provides 45 tools for managing Office 365 via Microsoft Graph API, enabling ema…
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| 47236 |
GitLab MCP Server
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Enables AI agents to interact with GitLab repositories, monitor documentation c…
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| 47237 |
An MCP server that enables LLMs to interact with Ashby's Applicant Tracking Sys…
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| 47238 |
LLMDoc
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MCP server for semantic search across llms.txt documentation sources, with hybr…
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| 47239 |
University Content MCP
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Provides full-text search and context retrieval from university course material…
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| 47240 |
MCP server for Azure Service Bus that enables sending messages, inspecting queu…
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| 47241 |
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
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| 47242 |
emilia-protocol
Claim
Human sign-off + trust receipts for AI agents: requires a named human's approva…
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| 47243 |
holiday-photo-plus
Claim
Show holiday photos from Vercel Blob inline in Claude chats.
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| 47244 |
Image MCP
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Connects Claude Code to image generation models (OpenAI GPT Image 2, Google Nan…
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| 47245 |
Gemini MCP Server
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Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
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| 47246 |
Mexico payments for AI agents — OXXO cash via Mercado Pago. Never holds funds.
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| 47247 |
Aquifer
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A MCP Runtime for dealing with spiky agentic traffic in golang
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| 47248 |
KubeWhisper
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An AI-DevOps MCP server that gives LLMs read-only-by-default access to Kubernet…
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| 47249 |
MinerU Document Explorer
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Enables AI agents to search, deep-read, and build knowledge bases from Markdown…
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| 47250 |
Immersive Commons
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Members-run AI builder space on Floor 10, Frontier Tower SF. 138 tools: events,…
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