MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57901 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
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| 57902 |
AI-powered SEO and marketing tools for Claude, Cursor, and any MCP client. Rese…
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| 57903 |
AmoCRM MCP Server
Claim
Minimal MCP server for integrating with amoCRM (API v4): manage deals, contacts…
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| 57904 |
End-to-end Prior Authorization decision-support system with a multi-agent AI pi…
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| 57905 |
inkscape_mcp
Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
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| 57906 |
A comprehensive MCP server for PowerPoint manipulation using python-pptx, provi…
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| 57907 |
datos.gob.do-MCP-server
Claim
MCP server for datos.gob.do — Dominican Republic open government data (CKAN 2.1…
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| 57908 |
contextweaver
Claim
MCP context gateway that fronts your upstream MCP server(s): the model sees a b…
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| 57909 |
EODHD MCP Server
Claim
Provides access to EODHD financial APIs for stock prices, earnings, fundamental…
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| 57910 |
outlook-classic-mcp
Claim
Enables MCP-aware agents to interact with the classic Outlook desktop client fo…
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| 57911 |
Shatale MCP Server
Claim
AI-native payment infrastructure that enables AI agents to make purchases, issu…
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| 57912 |
i18n-tools-mcp
Claim
Enables AI agents to read and write JSON translation files (i18n, i18next, reac…
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| 57913 |
navanithmcp
Claim
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| 57914 |
agentpulse-mcp
Claim
Provides AI agents with real-time, structured data feeds including news, trends…
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| 57915 |
MCP IT Help Desk
Claim
AI-powered IT support server that understands issues in Turkish and English, su…
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| 57916 |
redline
Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
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| 57917 |
romulus-31780
Claim
ROMulus is a retro gaming ROM search engine that aggregates results from four m…
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| 57918 |
mcp-server1
Claim
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| 57919 |
Courier
Claim
Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge …
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| 57920 |
notion-mcp-server
Claim
An MCP server for Notion API with optimized token efficiency and full database …
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| 57921 |
mcpProxy
Claim
Connect to JetBrains IDE
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| 57922 |
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
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| 57923 |
opportunity-party-mcp
Claim
Scrapes the Opportunity Party website and converts policy PDFs to structured ma…
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| 57924 |
morningform
Claim
stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP …
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| 57925 |
gmail-mcp5
Claim
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| 57926 |
Smithery Scaffold
Claim
Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
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| 57927 |
Obsidian Vault MCP
Claim
An MCP server that integrates Zotero and MinerU pipelines to import and manage …
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| 57928 |
YouTube MCP Server
Claim
Streamable HTTP MCP server for YouTube that enables video search, channel explo…
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| 57929 |
localhost-mcp
Claim
Inspect, manage, and kill local dev servers. Lists what's listening on each por…
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| 57930 |
Motion MCP Server
Claim
An open-source MCP server enabling AI assistants to interact with the Motion AP…
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| 57931 |
OpenAEC MCP
Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
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| 57932 |
Remote MCP for AI Studio Android release gate MCP, structured receipts, audit l…
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| 57933 |
YouTrack MCP Server
Claim
MCP server for comprehensive YouTrack integration, enabling issue management, w…
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| 57934 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 57935 |
Enables to search, analyze, and export Douyin (TikTok China) video and user dat…
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| 57936 |
machship-mcp
Claim
Integrates the Machship freight management platform with MCP-compatible LLMs, e…
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| 57937 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 57938 |
bc-code-intelligence-mcp
Claim
Provides AI-powered assistance for Microsoft Business Central (BC) development,…
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| 57939 |
claude-agent-mcp
Claim
An MCP server that wraps the Claude Agent SDK, enabling Claude-powered queries,…
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| 57940 |
mcp-server-jupyter
Claim
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
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| 57941 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 57942 |
Yodlee MCP Server
Claim
Connects Claude Desktop to Yodlee financial data, enabling account management, …
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| 57943 |
Amharic Dataset MCP
Claim
Enables collection, enhancement, and quality scoring of authentic Amharic datas…
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| 57944 |
domestic-motion
Claim
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| 57945 |
mcp-peek
Claim
Optimizes REST API calls for AI agents by returning compact schemas instead of …
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| 57946 |
strava-mcp
Claim
Privacy-first MCP server for Strava activities, streams, routes and training.
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| 57947 |
chromeflow
Claim
Lets Claude Code or Codex CLI drive your real Chrome — sessions intact, 28 brow…
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| 57948 |
playwright-mcp
Claim
An MCP server that gives Claude direct control of a real browser via Playwright…
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| 57949 |
ads-mcp-server
Claim
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
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| 57950 |
1C_MCP_SERVER_OWN
Claim
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
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