MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 2 hours, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2801 |
agent-browser
Claim
One connection for all your MCP servers.
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B 77 5⁄4 | ||||||||
| 2802 |
This MCP server enables agents to manage complex tasks by providing tools for r…
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B 77 5⁄5 | ||||||||
| 2803 |
Controls coding agents by enforcing structured implementation plans with PRs an…
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B 77 5⁄5 | ||||||||
| 2804 |
Enables task management and automated development workflow tracking with Eureka…
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B 77 5⁄4 | ||||||||
| 2805 |
Local encrypted vault for API keys. LLMs never see your real keys — the server …
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B 77 4⁄4 | ||||||||
| 2806 |
Provides comprehensive gambling licensing information, fee calculations, compli…
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B 77 5⁄4 | ||||||||
| 2807 |
Enables creating interactive data visualizations from natural language queries …
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B 77 5⁄5 | ||||||||
| 2808 |
Enables AI assistants to fetch, analyze, and respond to Google Business Profile…
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B 77 5⁄5 | ||||||||
| 2809 |
Auto-detects test framework (pytest, jest, vitest) and returns structured resul…
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B 77 5⁄4 | ||||||||
| 2810 |
Fast Windows file search using Everything SDK
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B 77 5⁄4 | ||||||||
| 2811 |
Atlassian MCP Server
Claim
Enables AI assistants to search and retrieve data from Jira and Confluence dire…
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B 77 5⁄4 | ||||||||
| 2812 |
Provides access to personal/team knowledge repositories with tools to search, r…
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B 77 5⁄5 | ||||||||
| 2813 |
A context-efficient MCP tool proxy that uses semantic search to manage numerous…
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B 77 5⁄4 | ||||||||
| 2814 |
FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment block…
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B 77 5⁄4 | ||||||||
| 2815 |
An MCP server that generates comprehensive Learning Hour content for Technical …
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B 77 5⁄5 | ||||||||
| 2816 |
Enables interaction with NeoDB, a social book cataloging service, by providing …
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B 77 5⁄5 | ||||||||
| 2817 |
An Iceberg-native geospatial MCP server powered by DuckDB that provides tools f…
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B 77 5⁄4 | ||||||||
| 2818 |
A Model Context Protocol server that enables interaction with Infisical APIs fo…
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B 77 5⁄5 | ||||||||
| 2819 |
MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…
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B 77 4⁄4 | ||||||||
| 2820 |
Claude Server is an MCP implementation that enhances Claude's capabilities by p…
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B 77 5⁄4 | ||||||||
| 2821 |
Provides comprehensive Gmail integration with 25+ tools for intelligent email m…
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B 77 5⁄5 | ||||||||
| 2822 |
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
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B 77 5⁄5 | ||||||||
| 2823 |
Structured 3-layer memory system (trades → patterns → strategy) for AI trading …
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B 77 5⁄4 | ||||||||
| 2824 |
Provides a shared context layer for AI agent teams to improve token efficiency …
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B 77 5⁄4 | ||||||||
| 2825 |
Enables Large Language Models like Claude to access, query, analyze, and manage…
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B 77 5⁄5 | ||||||||
| 2826 |
Provides persistent agent workspaces with MongoDB storage for file management a…
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B 77 6⁄6 | ||||||||
| 2827 |
MCP Server Scaffold
Claim
A basic starter project for building Model Context Protocol (MCP) servers that …
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B 77 5⁄4 | ||||||||
| 2828 |
MCP server that turns AI into an SVG artist. One rendering engine, AI decides e…
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B 77 4⁄4 | ||||||||
| 2829 |
Fork from Etherscan dedicated for chain-id 175
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B 77 5⁄5 | ||||||||
| 2830 |
AWS MCP Server lets AI securely access AWS using docs, API calls, and SOP workf…
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B 77 5⁄4 | ||||||||
| 2831 |
An integration that allows LLMs to interact with Raindrop.io bookmarks using th…
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B 77 5⁄5 | ||||||||
| 2832 |
Converts entire codebases into a single, AI-readable Markdown document with str…
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B 77 5⁄4 | ||||||||
| 2833 |
Enables checking git repository status and viewing recent commit history throug…
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B 77 5⁄5 | ||||||||
| 2834 |
MCP server for accessing Yazio user & nutrition data (unofficial)
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B 77 5⁄4 | ||||||||
| 2835 |
An MCP server that enables full CRUD operations for Intercom Help Center articl…
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B 77 5⁄5 | ||||||||
| 2836 |
Enables semantic search and retrieval of information from personal and team kno…
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B 77 5⁄5 | ||||||||
| 2837 |
Enables AI assistants to fetch comprehensive information about Maven packages f…
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B 77 5⁄5 | ||||||||
| 2838 |
Model Context Protocol server that lets LLMs collaboratively drive tmux
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B 77 5⁄5 | ||||||||
| 2839 |
Enables AI assistants to search the Burger King menu, manage a cart with item c…
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B 77 5⁄4 | ||||||||
| 2840 |
Enables AI applications to manage JIRA issues, workflows, and tasks through a s…
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B 77 5⁄5 | ||||||||
| 2841 |
An MCP server that performs iterative deep research using Google Gemini 2.5 Fla…
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B 77 5⁄4 | ||||||||
| 2842 |
The most complete MCP server for n8n — 43 tools for workflows, data tables, and…
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B 77 5⁄5 | ||||||||
| 2843 |
A production-ready development scaffold for MCP servers, optimized for Cursor I…
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B 77 5⁄5 | ||||||||
| 2844 |
Enables LLMs to perform accurate mathematical calculations by evaluating expres…
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B 77 5⁄4 | ||||||||
| 2845 |
MCP Server for understanding, managing & troubleshooting your GCP environment.
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B 77 5⁄4 | ||||||||
| 2846 |
Provides basic mathematical calculation functionality through MCP tools includi…
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B 77 5⁄4 | ||||||||
| 2847 |
Enables AI assistants to create council hearings where multiple LLMs (Claude, G…
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B 77 5⁄5 | ||||||||
| 2848 |
AI-powered SRE observability for Kubernetes and OpenShift with 40+ tools for Te…
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B 77 5⁄4 | ||||||||
| 2849 |
Access Statistics Canada data via the Web Data Services API
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B 77 5⁄5 | ||||||||
| 2850 |
A TypeScript-based server that enables AI agents to create, prioritize, and man…
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B 77 5⁄4 | ||||||||