MCP Server Quality Scores
Independent quality analysis of 64636 public MCP servers
Last updated 3 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37151 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
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| 37152 |
IRCAM Amplify MCP Server
Claim
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
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| 37153 |
Exposes Firebase emulator data (Firestore, Auth, Realtime Database, and logs) t…
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| 37154 |
OpenAPI Sync MCP
Claim
High-performance MCP server for OpenAPI specifications that parses specs, diffs…
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| 37155 |
mcp-component-finder
Claim
Enables searching for component, function, and type usage in React/TypeScript p…
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| 37156 |
conapesca-db-mcp
Claim
MCP server for querying the CONAPESCA historical fishing landings database (200…
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| 37157 |
minecraft-mcp-server
Claim
An MCP server that connects an AI assistant to a Minecraft server via a Minefla…
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| 37158 |
MCP server that enables AI agents to interact with Clockify time tracking via c…
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| 37159 |
mssql-health-mcp
Claim
Provides read-only SQL Server health and diagnostic tools using DMVs, enabling …
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| 37160 |
newrelic-mcp-server
Claim
Provides New Relic observability tools for AI assistants, enabling discovery, d…
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| 37161 |
Meta Ads MCP Server
Claim
Provides read-only access to Meta Ads API, enabling campaign management, creati…
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| 37162 |
first-mcp-kit
Claim
A real, runnable MCP server exposing three read-only tools (inventory, pricing,…
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| 37163 |
ecommerce-mcp-server
Claim
Enables AI agents to search products, lookup barcodes, and manage shopping cart…
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| 37164 |
Family MCP Server
Claim
MCP server for TheDaninFamily database with tools to query family events and da…
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| 37165 |
kryos-mcp
Claim
Governed code execution for AI agents that type-checks, runs, and capability-ve…
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| 37166 |
vincent-vnc-mcp
Claim
A self-hosted, VNC-backed MCP server that enables AI agents to control a dedica…
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| 37167 |
Data Reunion MCP Server
Claim
Enables searching, querying, and metadata retrieval for Réunion Open Data datas…
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| 37168 |
Mail MCP
Claim
Local MCP server for macOS Mail reads plus visible unsent compose, reply, and f…
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| 37169 |
Notion MCP Server
Claim
Enhanced Notion MCP server with custom composite tools for task management, inc…
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| 37170 |
sas-score-mcp-serverjs
Claim
This MCP server enables natural language scoring with SAS Viya, allowing users …
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| 37171 |
sovereign-stack
Claim
An MCP server providing 82 tools for persistent memory, governance, and conscio…
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| 37172 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 37173 |
simple-prompts-mcp
Claim
A simple MCP server for utilizing prompts defined in YAML files.
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| 37174 |
FoxBridge MCP
Claim
Enables AI assistants to read and drive a real, logged-in Firefox browser, incl…
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| 37175 |
mcp-mode-switcher
Claim
An MCP server that lets you switch between different MCP configuration profiles…
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| 37176 |
Edupage MCP Server
Claim
MCP server that connects Claude to Edupage, a school information system used ac…
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| 37177 |
openpgx
Claim
Enables AI-driven pharmacogenomic analysis by querying structured genetic varia…
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| 37178 |
esim-mcp-server
Claim
Lets AI agents search and buy travel eSIMs from ALT eSIM for 200+ destinations,…
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| 37179 |
st-k8s MCP Server
Claim
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
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| 37180 |
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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| 37181 |
MCP Notes Server
Claim
Enables AI agents to manage Markdown notes via the Model Context Protocol, supp…
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| 37182 |
CerebroChain MCP Server
Claim
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
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| 37183 |
mobile-growth-mcp
Claim
MCP server for mobile growth & user acquisition, connecting LLMs to a curated k…
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| 37184 |
reddit-mcp-mod
Claim
Enables Reddit moderation through tool-based access: reading, posting, mod queu…
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| 37185 |
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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| 37186 |
fugaku-mcp
Claim
MCP server for the Fugaku supercomputer that enables natural language job submi…
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| 37187 |
MCP Director
Claim
An intelligent orchestration server that routes user requests to appropriate sp…
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| 37188 |
Indian Broker MCP Server
Claim
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
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| 37189 |
anchor-debug
Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
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| 37190 |
stock-price-mcp-server
Claim
Enables real-time stock price queries and historical data retrieval for US, Tai…
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| 37191 |
netlinq-jenkins-mcp
Claim
Enables triggering Jenkins release and patch pipelines through natural language…
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| 37192 |
lsl-mcp
Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
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| 37193 |
MDAN
Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
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| 37194 |
Enables AI-powered management of multi-cluster Kubernetes environments through …
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| 37195 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
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| 37196 |
iitkgp-erp-mcp
Claim
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
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| 37197 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 37198 |
Brainbase MCP Server
Claim
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
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| 37199 |
Ultimate Android MCP
Claim
Enables LLMs to control and manage Android devices via ADB, including app insta…
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| 37200 |
mcp-gdocs
Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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