MCP Server Quality Scores
Independent quality analysis of 62098 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61651 |
AI Core MCP Server
Claim
Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core…
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| 61652 |
Discord MCP Server
Claim
Enables LLMs to read messages, discover channels, send messages, and monitor Di…
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| 61653 |
mcp-local-prompt-server
Claim
An MCP server that dynamically registers prompt templates from local files and …
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| 61654 |
gui-user
Claim
An MCP server for external computer-use that launches, observes, and interacts …
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| 61655 |
carter-mcp
Claim
Enables AI assistants to author and push CAR-TER control surface layouts to pai…
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| 61656 |
Grok2Blender
Claim
Enables natural language control of Blender 4.2+ with vision feedback, allowing…
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| 61657 |
Gemini Code Review MCP
Claim
AI-powered code review server that analyzes git diffs and PRs with context from…
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| 61658 |
MCP Demo Server
Claim
Model Context Protocol (MCP) server implementation demonstrating production-rea…
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| 61659 |
SSH MCP Server
Claim
An MCP server that lets an AI assistant run commands and transfer files over SS…
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| 61660 |
An MCP server that statically audits Solidity smart contracts for common vulner…
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| 61661 |
subnet-calculator-mcp
Claim
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
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| 61662 |
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
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| 61663 |
PropelAgent Studio
Claim
AI agent platform: manage leads, conversations, bots, calendar and CRM via MCP.
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| 61664 |
sentiment-analysis-ai-mcp MCP server by MEOK AI Labs
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| 61665 |
verse-diagnostics-mcp
Claim
Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes s…
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| 61666 |
Fun Translations
Claim
Give your AI agent access to 150+ translators covering fictional languages, pop…
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| 61667 |
ccu-mcp
Claim
MCP server for controlling HomeMatic smart home devices via the CCU JSON-RPC API
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| 61668 |
claude-spend
Claim
Provides tools for Claude to query local Claude Code token usage and cost data,…
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| 61669 |
Llm Compliance Comparison tools for AI agents. Capabilities: compare providers,…
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| 61670 |
yt2vlc-mcp
Claim
Streams YouTube videos to VLC Media Player via MCP. Allows searching YouTube an…
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| 61671 |
MEOK EU AI Act Article 13 Instructions for Use generator — provider-side IFU wi…
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| 61672 |
book-notes-mcp
Claim
MCP server for processing raw book notes into structured, searchable knowledge …
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| 61673 |
cryosparc-docs-mcp
Claim
Enables AI coding agents to search and retrieve official CryoSPARC documentatio…
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| 61674 |
A server template for deploying MCP servers on Cloudflare Workers with OAuth au…
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| 61675 |
Enables checking domain name availability for .com, .ai, and .net TLDs using WH…
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| 61676 |
OneNote MCP Server
Claim
Enables AI agents to read, search, write, and update Microsoft OneNote pages th…
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| 61677 |
data-bs-mcp
Claim
MCP server for querying Huwise/Opendatasoft data portals. Enables dataset searc…
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| 61678 |
MCP Password Generator
Claim
Generates random passwords with configurable character sets (all, alpha, number…
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| 61679 |
@kanopi/callrail-mcp
Claim
A Model Context Protocol (MCP) server for the CallRail API v3 that exposes call…
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| 61680 |
Tessera MCP Server
Claim
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift det…
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| 61681 |
taxfood-mcp
Claim
Exposes public agency dining expense data from Korean public institutions, enab…
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| 61682 |
AURA MCP Server
Claim
Provides tools to cache answers, run local compute, and retrieve stats, reducin…
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| 61683 |
mcp-remote-agent
Claim
Enables AI agents to remotely read/write files and execute commands on Linux se…
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| 61684 |
MIND
Claim
Personal knowledge graph AI memory. 15 tools, 89 actions. Emotional intelligenc…
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| 61685 |
pripera
Claim
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| 61686 |
Slack MCP Server
Claim
Self-hosted MCP server for Slack using User OAuth Token, enabling message manag…
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| 61687 |
FLASK-tools
Claim
Provides a collection of MCP servers for computational chemistry tasks includin…
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| 61688 |
Instagram MCP Server
Claim
Enables AI applications to interact with Instagram Business accounts programmat…
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| 61689 |
MCP_Server
Claim
Enables querying Crunchbase company data through Claude Desktop using natural l…
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| 61690 |
Markets in Crypto-Assets (MiCA) Regulation (EU) 2023/1114 compliance for EU cry…
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| 61691 |
mcp-azureland
Claim
Enables AI agents to manage AzurLaneAutoScript (ALAS) automation: start/stop pr…
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| 61692 |
MiFID II Article 17 algorithmic trading + RTS 6 testing/risk controls + best ex…
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| 61693 |
Blender MCP Server
Claim
MCP server that controls Blender via HTTP bridge, enabling 3D modeling, animati…
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| 61694 |
MITRE ATLAS — Adversarial Threat Landscape for AI Systems. Tactics + techniques…
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| 61695 |
vivado-mcp-agent
Claim
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
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| 61696 |
excalidraw-export-mcp
Claim
An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG…
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| 61697 |
mcp-filesystem-extended
Claim
Enables bounded local filesystem inspection, comparison, and mutation with sear…
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| 61698 |
AI Applyd
Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
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| 61699 |
Porkbun MCP Server
Claim
Exposes the Porkbun v3 API as MCP tools for AI agents to manage domains, DNS, S…
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| 61700 |
npm-docs-server
Claim
Fetches metadata and README documentation for NPM packages, with local caching …
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