MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 2 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34701 |
Invoice Agent MCP Server
Claim
Create German invoices (§14 UStG) via Claude or any MCP-compatible AI by descri…
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| 34702 |
ZCP
Claim
ZCP is a CLI with Zerops MCP that makes your agent a Zerops power-user.
It runs…
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| 34703 |
nagios-mcp
Claim
MCP server for Nagios Core that enables querying host and service status, alert…
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| 34704 |
google-health-mcp
Claim
An MCP server that connects AI clients to the Google Health API, enabling natur…
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| 34705 |
Open Paper Trading MCP
Claim
Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
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| 34706 |
taiwan-data-mcp
Claim
讓AI助理直接查詢台灣公開資料,包括公司登記、詐騙查核與實價登錄,資料即時且附來源連結。
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| 34707 |
tickward MCP
Claim
OAuth MCP server providing thin edge adapter access to the tickward public API …
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| 34708 |
Azure Diagram MCP Server
Claim
An MCP server that generates professional infrastructure diagrams using the Pyt…
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| 34709 |
edgarmcp
Claim
MCP server for SEC EDGAR that provides real-time access to filings, financial s…
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| 34710 |
feishu-reader
Claim
Enables AI tools to extract Feishu documents (Docx/Wiki) via Feishu Open API an…
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| 34711 |
買屋快搜
Claim
MCP server for searching and querying detailed housing listings in Taiwan, enab…
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| 34712 |
arch7
Claim
Generates Excalidraw architecture diagrams with support for 60+ components incl…
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| 34713 |
Enables interaction with Google Search Console via MCP, offering search analyti…
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| 34714 |
SwingFix AI
Claim
AI-powered golf swing analysis. Submit a swing image URL and receive scored met…
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| 34715 |
mcp-timer-server
Claim
Provides accurate system time to LLM applications with multi-timezone support v…
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| 34716 |
obsidian-vault-mcp
Claim
Multi-tenant remote MCP server that exposes any GitHub-backed Obsidian vault to…
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| 34717 |
TTS MCP Server
Claim
Text-to-speech MCP server using Microsoft Edge TTS, supporting multiple voices …
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| 34718 |
agentic-cal
Claim
Unified email and calendar management with AI agent, supporting email operation…
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| 34719 |
Enables AI assistants to interact with Ed Discussions (EdStem) course discussio…
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| 34720 |
GBMCP
Claim
A Python stdio MCP server for querying standards metadata and downloading publi…
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| 34721 |
mytool3
Claim
A lightweight MCP server that bridges Claude AI with local Python execution, en…
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| 34722 |
MCPyDoc
Claim
Provides real-time access to Python package documentation, source code, and sym…
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| 34723 |
@atef_andrus/mcp-ripgrep
Claim
An MCP server that wraps ripgrep to provide powerful text search, search-and-re…
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| 34724 |
maru-sheets-mcp
Claim
Enables AI agents to read, write, and format Google Sheets using the Google She…
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| 34725 |
hive-mcp-mark
Claim
MCP server for trademark first-use attestation with post-quantum dual-signed re…
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| 34726 |
ArgoCD MCP Server
Claim
Safety-first GitOps operations for ArgoCD via the Model Context Protocol. Enabl…
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| 34727 |
mcp-atlassian
Claim
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| 34728 |
ConsensusWeaverAgent
Claim
MCP server that queries multiple Chinese AI platforms in parallel and synthesiz…
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| 34729 |
postlayer-connect
Claim
A local MCP server that enables AI assistants to post to social media platforms…
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| 34730 |
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| 34731 |
Dataverse MCP Server
Claim
Enables AI agents to query, inspect, and manage Microsoft Dataverse records, me…
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| 34732 |
doc-tools-mcp
Claim
An MCP server for managing pandoc/CSL-YAML bibliographies and verifying citatio…
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| 34733 |
filoo-mcp
Claim
Create short links, fetch click analytics, and generate QR codes via the filoo.…
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| 34734 |
EFLOWCODE Image MCP
Claim
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
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| 34735 |
MCP SQL Server
Claim
Enables read-only querying and diagnostics for dual SQL Server 2019 instances w…
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| 34736 |
mcp-research
Claim
Enables academic bibliographic search across arXiv, Semantic Scholar, and Googl…
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| 34737 |
TwitterAPI.io MCP Server
Claim
Provides AI agents and coding assistants with Twitter data access including twe…
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| 34738 |
@tasque/piazza-mcp
Claim
MCP server for Piazza Q&A platform, enabling course management, post creation, …
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| 34739 |
Enables AI agents to rate each other, track interaction outcomes, and compute t…
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| 34740 |
MCP server for the Bitbucket Cloud REST API v2.0, providing 32 tools across 5 t…
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| 34741 |
Design System MCP Server
Claim
Self-hosted MCP server that enables ChatGPT agents to perform health checks, fe…
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| 34742 |
Mealie MCP Server
Claim
Enables LLMs to save recipes directly to a Mealie instance by converting schema…
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| 34743 |
molmcp
Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
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| 34744 |
cloakbrowser-mcp
Claim
Playwright MCP-compatible browser automation using CloakBrowser Chromium, avail…
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| 34745 |
claude-memory-mcp
Claim
Provides persistent long-term memory for LLMs via local SQLite storage and sema…
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| 34746 |
wxpush-mcp
Claim
Wraps WeChat push capability as MCP tools, allowing users to send WeChat templa…
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| 34747 |
Fluxion Bus
Claim
Enables AI agents to delegate scoped tasks across multiple providers like Codex…
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| 34748 |
Astron MCP
Claim
An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark,…
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| 34749 |
mcp-ado-browser
Claim
Provides read-only access to Azure DevOps using your browser session, no PAT re…
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| 34750 |
mysql_mcp
Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
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