MCP Server Quality Scores
Independent quality analysis of 57160 public MCP servers
Last updated 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55601 |
mux-mcp
Claim
Enables AI agents to interact with Mux video infrastructure, providing tools fo…
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| 55602 |
memvault
Claim
A local knowledge engine for AI agents that captures, retrieves, and serves age…
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| 55603 |
mcp-boilerplate
Claim
Production-ready template for building MCP servers with TypeScript, featuring e…
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| 55604 |
global-education-mcp
Claim
Provides AI assistants access to international education data from UNESCO UIS (…
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| 55605 |
lm
Claim
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| 55606 |
VÆR
Claim
Provides LLM-friendly weather tools and Norwegian place name resolution via MCP…
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| 55607 |
gsd-mcp-server
Claim
MCP server for the GSD (Get Shit Done) lifecycle framework. Exposes GSD project…
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| 55608 |
es-mcp
Claim
Enables querying Elasticsearch logs from AI assistants using natural language, …
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| 55609 |
A stdio MCP server that queries Commonware blockchain research via NotebookLM, …
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| 55610 |
openstack-mcp
Claim
Enables AI clients to manage OpenStack clouds through tools for compute, networ…
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| 55611 |
Composer Kit MCP Server
Claim
This MCP server provides access to Composer Kit React component documentation, …
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| 55612 |
Chess MCP
Claim
A powerful chess engine and game server built with the Model Context Protocol (…
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| 55613 |
Tesla MCP Server
Claim
Connects Claude with the Tesla Owner API, enabling authentication and data retr…
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| 55614 |
mcp-rag-server
Claim
An MCP server that indexes documents and serves relevant context to LLMs via Re…
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| 55615 |
SkillSync MCP
Claim
An MCP server for searching, security scanning, installing, and managing skills…
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| 55616 |
TaskForge
Claim
MCP server that enables AI agents to manage tasks, boards, lists, and comments …
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| 55617 |
scan-code-tool
Claim
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| 55618 |
Beckhoff PLC MCP Server
Claim
Enables read-only access to Beckhoff TwinCAT PLCs via ADS, allowing queries of …
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| 55619 |
Splitwise MCP Server
Claim
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
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| 55620 |
log-mcp
Claim
MCP server for log file analysis. Gives LLMs the ability to efficiently analyze…
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| 55621 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 55622 |
ghost-mcp
Claim
MCP server for managing Ghost blogs from AI coding editors. Create, edit, publi…
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| 55623 |
cursor-discord-channels
Claim
Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…
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| 55624 |
Agent Architects MCP
Claim
Enables searching and retrieving lessons, posts, comments, and member profiles …
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| 55625 |
rn-upgrade-helper-mcp
Claim
An MCP server for React Native Upgrade Helper diffs. It fetches the same genera…
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| 55626 |
Tapatalk MCP Server
Claim
Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsi…
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| 55627 |
mcp-chrome-server
Claim
Enables browser automation, including navigation, form filling, login with CAPT…
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| 55628 |
InfraNode
Claim
Keyless open-data MCP for 84 German cities: weather, air, electricity, transit,…
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| 55629 |
MCP Server Creator
Claim
Enables dynamic creation and code generation of MCP servers using FastMCP, with…
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| 55630 |
Joke MCP Server
Claim
Enables developers to retrieve short jokes in multiple categories and languages…
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| 55631 |
Colab MCP
Claim
Enables AI coding assistants like Claude Code, Cursor, and Codex to share chat …
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| 55632 |
Electricity optimization brain for AI agents and automation. Use Elecz whenever…
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| 55633 |
modforge
Claim
Provides deterministic, audit-chain-backed Minecraft symbol migration and versi…
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| 55634 |
Advice Server
Claim
Provide expert advice and recommendations dynamically to enhance decision-makin…
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| 55635 |
MCP BaoStock Server
Claim
提供股票数据查询的MCP服务器,支持股票信息、K线历史、财务指标等市场数据获取。
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| 55636 |
ts-mcp-starter
Claim
A weather simulation MCP server that provides deterministic mock weather data f…
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| 55637 |
Gorgias MCP Server
Claim
An MCP server that exposes the full Gorgias helpdesk API to AI assistants, enab…
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| 55638 |
Pipedrive MCP
Claim
Enables natural language interaction with Pipedrive CRM via Claude Code, allowi…
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| 55639 |
k8s-mcp-server
Claim
An MCP server that lets AI assistants safely inspect and operate on Kubernetes …
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| 55640 |
Neuratel MCP Server
Claim
Control your voice AI platform through natural language from any MCP-compatible…
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| 55641 |
MCP server for managing Caddy web servers via the admin API
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| 55642 |
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
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| 55643 |
MCP server for Mindbody, enabling AI agents to fetch client info, query class s…
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| 55644 |
FourTrader MCP Server
Claim
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
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| 55645 |
mcp-tmux
Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
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| 55646 |
synapse-ai
Claim
Build AI agents that actually do things. Synapse is an open-source platform for…
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| 55647 |
zillow-mcp
Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
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| 55648 |
Remove vocals, extract instrumentals, and split any song into up to six stems —…
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| 55649 |
Enables AI co-pilots to interact with TradingView charts, manage alerts via RES…
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| 55650 |
Angel One MCP Server
Claim
Provides comprehensive trading and market data functionality for Indian equity …
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