MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38051 |
Recruiting-ops MCP for Greenhouse: referral SLA misses, funnel movement, stale …
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| 38052 |
GoHighLevel MCP Server
Claim
A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
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| 38053 |
weixin-mcp
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Enables AI assistants to send and receive WeChat messages through the official …
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| 38054 |
AI SOC Agent MCP Server
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Enables SOC analysts to analyze security incidents, map to MITRE ATT&CK, calcul…
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| 38055 |
AddCal
Claim
Publish public calendars and events others subscribe to: RSVPs, feeds and add-t…
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| 38056 |
lobbyvoices-mcp
Claim
Official remote MCP server for Lobby, the bilingual AI receptionist. Five free …
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| 38057 |
smishing-stop-mcp
Claim
Analyzes suspicious messages to detect smishing, messenger phishing, and voice …
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| 38058 |
Brand Me Please
Claim
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
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| 38059 |
payme-mcp
Claim
MCP server for Payme payment system (Uzbekistan). Supports transactions, statem…
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| 38060 |
lineworks-mcp
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MCP server for LINE WORKS that enables accessing user profiles, calendars, task…
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| 38061 |
ComfyUI MCP
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Minimal MCP server that wraps ComfyUI HTTP routes enabling LLM clients to inspe…
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| 38062 |
superpowers-mcp
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An MCP server that makes superpowers skills available to any LLM that supports …
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| 38063 |
massive-mcp
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MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
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| 38064 |
clangd-mcp
Claim
Bridges AI assistants to clangd for C/C++ code intelligence, providing tools fo…
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| 38065 |
victron-tcp
Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
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| 38066 |
vyuha
Claim
Vyuha is an MCP server that enables coding agents to collaborate on a repositor…
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| 38067 |
Table Charts
Claim
TableCharts MCP Server gives any LLM assistant the ability to instantly convert…
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| 38068 |
autodemo
Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
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| 38069 |
ocm-mcp
Claim
Enables management of Red Hat OpenShift clusters through the OpenShift Cluster …
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| 38070 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 38071 |
TuskPoint Checkpoints
Claim
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
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| 38072 |
Enables exploration and search of local filesystems using glob pattern matching…
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| 38073 |
spawnpoint
Claim
Deploy the small apps your agent builds: one tool call returns a live, private …
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| 38074 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 38075 |
checkmcp
Claim
Audit any MCP server's security & quality — OWASP MCP Top 10 + explainable 0-10…
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| 38076 |
Tripwire
Claim
MCP for Roblox Studio and Open Cloud: drive Studio, run headless tests, and rev…
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| 38077 |
Ruishu MCP
Claim
An MCP server that bridges LLMs with dynamic real-world data by leveraging Chro…
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| 38078 |
Aether Wealth MCP for AI assistants: trades, alerts, market data, macro calenda…
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| 38079 |
Rust Coder
Claim
Enables AI agents to generate, compile, and fix Rust projects from natural lang…
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| 38080 |
devenv-cache
Claim
Provides a local SQLite cache of package documentation and APIs, enabling AI co…
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| 38081 |
Alumnx MCP Server
Claim
Provides agricultural intelligence tools for pest/disease lookup, government sc…
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| 38082 |
Vaultak
Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
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| 38083 |
HSH Data-on-Demand
Claim
Made-to-order data for AI agents via x402 micropayments on Base. Describe a nee…
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| 38084 |
mcp-data-montgomery
Claim
MCP server providing access to Montgomery County, MD open data through the Socr…
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| 38085 |
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
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| 38086 |
remnus
Claim
MCP-native open-source Notion alternative: read & write pages, databases and ka…
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| 38087 |
Knowledge Base Tools
Claim
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
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| 38088 |
Enables real-time web search with source citations by leveraging Perplexity AI'…
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| 38089 |
Gleif
Claim
GLEIF MCP — Global Legal Entity Identifier Foundation (free, no auth)
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| 38090 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 38091 |
MCP Launch Assistant
Claim
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
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| 38092 |
spotifyscraper
Claim
Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-o…
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| 38093 |
education-mcp
Claim
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
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| 38094 |
japan-utils-mcp
Claim
Japan-specific utilities for AI agents: era ↔ Western year conversion (令和8年 ↔ 2…
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| 38095 |
media-mcp
Claim
MCP Server for video enhancement and image segmentation (SAM3)
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| 38096 |
clipboard-mcp-server
Claim
Read, write, and inspect the system clipboard on macOS, Linux (X11/Wayland), an…
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| 38097 |
Provides educational tools for developers to learn programming concepts, review…
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| 38098 |
uacos
Claim
Local-first code intelligence and safety layer for AI coding agents. MCP server…
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| 38099 |
mssql-mcp
Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
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| 38100 |
GitHub MCP Server
Claim
Enables comprehensive interaction with GitHub repositories, including code mana…
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