MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 5 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36851 |
sovereign-stack
Claim
An MCP server providing 82 tools for persistent memory, governance, and conscio…
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| 36852 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 36853 |
simple-prompts-mcp
Claim
A simple MCP server for utilizing prompts defined in YAML files.
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| 36854 |
FoxBridge MCP
Claim
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
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| 36855 |
mcp-mode-switcher
Claim
An MCP server that lets you switch between different MCP configuration profiles…
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| 36856 |
Edupage MCP Server
Claim
MCP server that connects Claude to Edupage, a school information system used ac…
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| 36857 |
openpgx
Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
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| 36858 |
esim-mcp-server
Claim
Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations,…
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| 36859 |
st-k8s MCP Server
Claim
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
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| 36860 |
mingyu
Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
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| 36861 |
MCP Notes Server
Claim
Enables AI agents to manage Markdown notes via the Model Context Protocol, supp…
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| 36862 |
CerebroChain MCP Server
Claim
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
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| 36863 |
mobile-growth-mcp
Claim
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
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| 36864 |
reddit-mcp-mod
Claim
Enables Reddit moderation through tool-based access: reading, posting, mod queu…
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| 36865 |
claude-code-codex-agents
Claim
Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with stru…
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| 36866 |
fugaku-mcp
Claim
MCP server for the Fugaku supercomputer that enables natural language job submi…
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| 36867 |
MCP Director
Claim
An intelligent orchestration server that routes user requests to appropriate sp…
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| 36868 |
Indian Broker MCP Server
Claim
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
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| 36869 |
anchor-debug
Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
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| 36870 |
stock-price-mcp-server
Claim
Enables real-time stock price queries and historical data retrieval for US, Tai…
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| 36871 |
netlinq-jenkins-mcp
Claim
Enables triggering Jenkins release and patch pipelines through natural language…
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| 36872 |
lsl-mcp
Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
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| 36873 |
MDAN
Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
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| 36874 |
Enables AI-powered management of multi-cluster Kubernetes environments through …
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| 36875 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
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| 36876 |
iitkgp-erp-mcp
Claim
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
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| 36877 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 36878 |
Brainbase MCP Server
Claim
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
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| 36879 |
Ultimate Android MCP
Claim
Enables LLMs to control and manage Android devices via ADB, including app insta…
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| 36880 |
mcp-gdocs
Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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| 36881 |
mcp-prayer-times
Claim
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
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| 36882 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 36883 |
Dataline MCP Server
Claim
MCP server exposing read-only market data tools for crypto prices, funding rate…
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| 36884 |
HRD-PIS MCP Server
Claim
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
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| 36885 |
Enables control of external Home Assistant devices via an MCP control layer and…
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| 36886 |
ServiceTitan MCP Server
Claim
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
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| 36887 |
whamlink-mcp
Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
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| 36888 |
Outlook Calendar MCP
Claim
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
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| 36889 |
bluepages-mcp
Claim
Enables looking up Ethereum address mappings to Twitter/X and Farcaster identit…
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| 36890 |
TouchBistro MCP Server
Claim
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
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| 36891 |
Enables comprehensive collection and analysis of ClaudeCode development session…
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| 36892 |
mcp-image-tools
Claim
Enables AI agents to perform image processing tasks such as sprite sheet splitt…
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| 36893 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 36894 |
Grain MCP Server
Claim
Enables browsing, retrieving, and downloading meeting recordings and transcript…
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| 36895 |
mcp-zap
Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
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| 36896 |
Splits MCP Server
Claim
Enables managing Splits transactions, accounts, signers, and authentication thr…
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| 36897 |
mosaic-mcp
Claim
Pre-clinical drug discovery intelligence MCP server providing 44 tools to query…
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| 36898 |
engram-mcp
Claim
MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace…
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| 36899 |
foldkit
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 36900 |
mcp-landprice
Claim
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
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