MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35751 |
grafana-cursor-mcp
Claim
Query Grafana logs, metrics, and dashboards from Cursor. Enables the AI to call…
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| 35752 |
local-code-intel-mcp
Claim
Provides code intelligence by indexing source code into SQLite and offering MCP…
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| 35753 |
MCP-Logseq
Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
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| 35754 |
paddleocr-mcp
Claim
A local OCR MCP server that extracts text from images using PP-OCRv6 for fast t…
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| 35755 |
Validates submitted fields against required field names and returns structured …
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| 35756 |
MCP server for Mybatis-Flex ORM framework providing API documentation, code exa…
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| 35757 |
Jenkins MCP Server
Claim
Enables AI coding tools to interact with Jenkins CI instances behind Cloudflare…
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| 35758 |
shohei
Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
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| 35759 |
mcp-iso8859-writer
Claim
Enables writing and editing files in ISO-8859-1 encoding, automatically convert…
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| 35760 |
Enables natural language queries to a company database through the Model Contex…
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| 35761 |
trammel
Claim
AI task planner for coding assistants that breaks goals into ordered steps, ver…
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| 35762 |
xAI Grok MCP Bridge
Claim
Enables using the xAI Grok CLI as an MCP sub-agent for code review, asking ques…
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| 35763 |
gdbmcp
Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
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| 35764 |
code-review-mcp
Claim
Enables comprehensive code reviews using multiple AI models (O3, Gemini, Claude…
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| 35765 |
bandiradar-mcp
Claim
Enables monitoring Italian public funding opportunities, normalizing them into …
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| 35766 |
aa-mcp-server
Claim
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
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| 35767 |
atodeyomu-mcp
Claim
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
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| 35768 |
expression-atlas
Claim
Enables querying the EBI Expression Atlas for gene expression data across speci…
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| 35769 |
Timely MCP Server
Claim
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
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| 35770 |
debate-hall-mcp
Claim
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
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| 35771 |
mcp-redmine-server
Claim
MCP server for Redmine integration, enabling AI assistants to manage issues, up…
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| 35772 |
SkillStream MCP
Claim
A remote MCP server that ships procedural knowledge skills to AI agents, enabli…
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| 35773 |
An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE t…
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| 35774 |
zte-f680-mcp
Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
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| 35775 |
dowhistle-mcp-server121
Claim
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| 35776 |
mcp-sql-multi
Claim
Enables querying multiple SQL Server, Azure SQL, or Synapse databases through a…
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| 35777 |
Spotify MCP
Claim
Enables searching and managing Spotify playlists, tracks, and user information …
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| 35778 |
Enables tracking personal finances with Indian Rupee support, adding expenses, …
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| 35779 |
SitefinityMCP
Claim
Enables AI clients to read and query content from a Progress Sitefinity CMS ins…
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| 35780 |
yunwen-doc-ai-platform
Claim
提供文档智能问答的MCP服务器,支持查询知识库、获取会话历史和清理会话历史。
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| 35781 |
MCP Calculator
Claim
A Model Context Protocol (MCP) server example with calculator tools, built usin…
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| 35782 |
dpay-mcp
Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
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| 35783 |
Google Analytics MCP
Claim
A GCP-hosted MCP server for Google Analytics GA4 where each user logs in with t…
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| 35784 |
0g-chain-mcp
Claim
Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…
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| 35785 |
mcp-dolphin
Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
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| 35786 |
journey-log
Claim
This MCP server integrates with Journey Log to automatically document developme…
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| 35787 |
CoordMCP
Claim
A coordination server that enables multiple AI coding agents to work together o…
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| 35788 |
hafasmcp
Claim
MCP server for real-time German public transport data (HAFAS/VBN network). Enab…
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| 35789 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 35790 |
companieswise
Claim
Provides verified UK company lookup and number validation for AI agents using o…
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| 35791 |
MCP File Tools Server
Claim
Provides file system operations (read, search, list) and time queries, enabling…
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| 35792 |
ai-agent-scratchpad
Claim
Cloudflare Workers MCP server: ai-agent-scratchpad
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| 35793 |
brave-image-mcp
Claim
An MCP server that provides image search capabilities via the Brave Image Searc…
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| 35794 |
MCP Hub Security
Claim
Security gate that scans MCP servers and Claude Code Skills for vulnerabilities…
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| 35795 |
A production-grade Model Context Protocol server for PostgreSQL. Lets AI agents…
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| 35796 |
IRIS Legacy
Claim
Archived monolithic MCP server that provided 28 tools for Microsoft 365 (email,…
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| 35797 |
gymtracker
Claim
Universal MCP server for Gymtracker that enables AI coding agents to read and w…
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| 35798 |
MCP Code Reviewer
Claim
Enables AI-powered code review and improvement, including analysis, refactoring…
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| 35799 |
Tegro Wallet MCP
Claim
Provides read-only, real-time access to TON blockchain data including wallet ba…
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| 35800 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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