MCP Server Quality Scores
Independent quality analysis of 69224 public MCP servers
Last updated 10 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48001 |
invgate-mcp
Claim
A read-only MCP server for InvGate Asset Management, enabling natural language …
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| 48002 |
gitlab-mcp-server
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Enables AI agents to automate the full GitLab DevOps lifecycle including repos,…
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| 48003 |
the-designer
Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
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| 48004 |
MCP Code Intelligence
Claim
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
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| 48005 |
nutrition-tracker-ai-mcp
Claim
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
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| 48006 |
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
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| 48007 |
MCP OAuth Proxy
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Acts as a secure OAuth 2.0/2.1 proxy gateway for MCP servers, enabling integrat…
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| 48008 |
anki-mcp
Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
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| 48009 |
Transcribe and understand local audio/video with CrispASR and local models only.
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| 48010 |
mcp-discord-bridge
Claim
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
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| 48011 |
Fish Audio MCP Server
Claim
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
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| 48012 |
Mevoric
Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
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| 48013 |
mcp-server
Claim
AI-powered email & WhatsApp for teams — manage your shared inbox from Claude, C…
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| 48014 |
A MCP server that allows users to interact with HiveServer2 through an API inte…
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| 48015 |
ActiveDirectoryMCP
Claim
A comprehensive MCP server for managing Active Directory environments through L…
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| 48016 |
debate-hall-mcp
Claim
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
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| 48017 |
AI Ops Agent
Claim
An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
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| 48018 |
VAST DB MCP Server
Claim
Enables AI agents to securely query VAST Data databases for schema, metadata, a…
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| 48019 |
Rails Agent Skills
Claim
Rails development skills, docs, and workflows exposed through MCP stdio.
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| 48020 |
Speed Reader
Claim
Turn any article, document, or chat reply into a one-word-at-a-time RSVP readin…
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| 48021 |
Unreal Engine MCP Server
Claim
Enables AI assistants to control and automate Unreal Engine through a native C+…
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| 48022 |
AI-powered meeting scheduling with intelligent auto-scheduling for Claude and A…
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| 48023 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 48024 |
URL Parser MCP Server
Claim
Enables autonomous agents to precisely deconstruct, analyze, and manipulate URL…
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| 48025 |
allplan-mcp-bridge
Claim
Enables Claude to create, query, and modify BIM elements in Allplan via natural…
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| 48026 |
MarkMesh
Claim
Trademark search, monitoring and conflict research across 30+ registers, with p…
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| 48027 |
korea-ai-basic-act-mcp
Claim
Korea AI Basic Act compliance MCP — in force 22 Jan 2026. High-impact AI + GenA…
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| 48028 |
HyperBrowser MCP
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| 48029 |
agentic-task-system
Claim
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
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| 48030 |
MCP-Server for MSSQL
Claim
Provides secure, API-key authenticated access to on-premise MSSQL databases, en…
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| 48031 |
rate-limit-manager
Claim
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
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| 48032 |
jenny-mcp-server
Claim
Enables AI agents to interact with the Windows desktop environment, including b…
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| 48033 |
kevros-mcp
Claim
Governance primitives for autonomous agents. Verify actions against policy, rec…
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| 48034 |
This project is a Google Analytics 4 (GA4) automation server implemented as a M…
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| 48035 |
Semantic document memory using Redis vector store. Save and recall files with n…
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| 48036 |
now-mcp
Claim
Provides the current date and time, enabling Claude to be time-aware. Supports …
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| 48037 |
Weather MCP Server
Claim
Enables querying weather data through natural language, providing current condi…
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| 48038 |
identifai-mcp
Claim
Detect AI-generated images, videos, and audio with identifAI's deepfake detecti…
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| 48039 |
University Content MCP
Claim
Provides full-text search and context retrieval from university course material…
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| 48040 |
sangsang-lite-mcp
Claim
An MCP server for analyzing creative ideas through a series of diagnostic tools…
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| 48041 |
flyte-mcp
Claim
Exposes Flyte V2 knowledge, patterns, plugins, and runtime to AI coding assista…
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| 48042 |
Todoist MCP Server
Claim
A self-hosted MCP server that wraps the official Todoist AI package to provide …
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| 48043 |
Smart‑Thinking
Claim
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
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| 48044 |
content-calendar-ai-mcp
Claim
content-calendar-ai-mcp MCP server by MEOK AI Labs
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| 48045 |
LottieFiles MCP Server
Claim
Search and discover Lottie animations through MCP tools, deployed on Cloudflare…
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| 48046 |
hdu-ics-mcp-server
Claim
Enables querying of Hangzhou Dianzi University course schedules, exams, and cam…
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| 48047 |
PipRail
Claim
A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…
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| 48048 |
Enables managing personal expenses, budgets, and financial summaries through na…
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| 48049 |
Daimon
Claim
A local daemon for macOS that gives any MCP-capable AI client eyes, hands, and …
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| 48050 |
artsonia-mcp
Claim
Parent/fan access to Artsonia student-art portfolios, comments, and fans (AI-bu…
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