MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43401 |
mdbook-mcp-server
Claim
Enables MCP clients to access and read mdbook documentation, including structur…
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| 43402 |
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
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| 43403 |
OpenRouter MCP Bridge
Claim
A lightweight MCP server that enables AI coding assistants to interact with Ope…
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| 43404 |
A high-performance Model Context Protocol (MCP) server that provides seamless i…
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| 43405 |
Equibles
Claim
Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
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| 43406 |
Maestro
Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
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| 43407 |
Termux Browser Pilot
Claim
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
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| 43408 |
triage-agent-mcp
Claim
MCP server that guides an AI agent through stack trace triage, from raw error t…
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| 43409 |
appwrite-security-mcp
Claim
MCP server for Appwrite security audits that scans permissions and provides str…
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| 43410 |
MCP on Azure
Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 43411 |
Browser DevTools MCP
Claim
Playwright-powered browser automation and debugging for VS Code and Cursor via …
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| 43412 |
smartsheet-mcp
Claim
Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
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| 43413 |
MCP Figma to Code
Claim
Transform Figma designs into pixel-perfect React + Tailwind components using th…
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| 43414 |
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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| 43415 |
sensorium-mcp
Claim
MCP server with persistent memory, voice understanding, multi-thread orchestrat…
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| 43416 |
This MCP server simplifies interaction with the ConnectWise Manage API through …
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| 43417 |
MCP Git Commit Generator
Claim
Analyzes Git repository changes and generates conventional, context-aware commi…
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| 43418 |
Bowman Prospects MCP
Claim
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
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| 43419 |
codex-dobby-mcp
Claim
A local MCP server that lets Claude delegate scoped work to Codex with structur…
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| 43420 |
personal-mcp
Claim
MCP server that bridges coding agents (Claude Code, Codex, Gemini CLI) via ACP …
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| 43421 |
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| 43422 |
axonn-mcp
Claim
MCP server for Axonn, enabling access to US energy regulatory filings, real-tim…
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| 43423 |
Barkme MCP Server
Claim
Enables sending iOS push notifications through the Bark service directly from C…
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| 43424 |
octopus-mcp
Claim
Lets Claude analyse your Octopus Energy account: usage, costs, tariff compariso…
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| 43425 |
LinkedIn MCP Server
Claim
Enables AI agents to manage LinkedIn profiles, posts, connections, skills, educ…
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| 43426 |
twelvedata
Claim
Enables access to real-time and historical market data including stocks, ETFs, …
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| 43427 |
MCP SVG Animator
Claim
Enables creating and iterating on animated SVG diagrams from text input, photos…
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| 43428 |
cheapflights-mcp
Claim
An MCP server that finds cheap flights with flexible dates and smart suggestion…
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| 43429 |
MCP Utility Kit
Claim
Provides utility tools including random jokes, current weather, and name-based …
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| 43430 |
Keshro MCP
Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
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| 43431 |
grok-mcp
Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
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| 43432 |
ContainerLab MCP Server
Claim
Enables network configuration, connectivity testing, and routing management for…
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| 43433 |
satsignal-mcp
Claim
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
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| 43434 |
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
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| 43435 |
@yawlabs/aws-mcp
Claim
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
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| 43436 |
rawtherapee-mcp-server
Claim
Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…
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| 43437 |
safehold
Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
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| 43438 |
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
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| 43439 |
MCP CNES
Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
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| 43440 |
logmcp
Claim
Read-only log access for AI assistants over HTTPS. Whitelist log files on your …
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| 43441 |
UK grocery price comparison across major supermarkets.
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| 43442 |
prediction-examples
Claim
预测年度GMV,快速评估业务增长趋势。分析评论情感,识别正负面反馈。整合关键洞察,提升营销与产品决策效率。
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| 43443 |
Maya MCP Server
Claim
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
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| 43444 |
ORKL MCP Server
Claim
Enables users to access and query the ORKL Threat Intelligence Library, includi…
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| 43445 |
Israel Real Estate MCP
Claim
MCP server for querying Israeli government real estate data, enabling property …
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| 43446 |
ContextBuilder (ctx)
Claim
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
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| 43447 |
Fetch MCP Server
Claim
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
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| 43448 |
Streamfog MCP
Claim
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
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| 43449 |
SynthOS
Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
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| 43450 |
dingdawg-governance
Claim
Universal governance layer for AI agents — MCP-native,
fail-closed, LNN interpr…
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