MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65601 |
Cloud-powered analytics server for Baby Sensory World that tracks engagement pa…
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| 65602 |
Outpost
Claim
Social media API and MCP server for AI agents that enables publishing to X, Ins…
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| 65603 |
slurm_MCP
Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
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| 65604 |
bc-source-mcp
Claim
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
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| 65605 |
masv
Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
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| 65606 |
theHarvester MCP Server
Claim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
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| 65607 |
Axolot MCP Server
Claim
Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
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| 65608 |
mcp-malwarebazaar
Claim
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
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| 65609 |
sgis-mcp
Claim
Enables users to query Korean demographic statistics (population, households, h…
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| 65610 |
openwebui-mcp-server
Claim
Connects Claude to Open WebUI, enabling chat management, RAG knowledge bases, f…
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| 65611 |
Paid Media MCP
Claim
Enables Claude to access and analyze your paid media campaign data, team struct…
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| 65612 |
Connects AI assistants like Claude and Gemini to Roblox Studio, enabling game s…
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| 65613 |
Knowledge MCP
Claim
Automatically organizes and merges learned CS knowledge into a graph structure …
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| 65614 |
Complete Vinted MCP and CLI Server
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| 65615 |
soonar-mcp
Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
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| 65616 |
@dwsm/changelog-mcp
Claim
Enables safe changelog management for AI assistants with append-only entries, a…
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| 65617 |
random-agent
Claim
Enables multi-worker autonomous agent orchestration: decompose complex tasks, r…
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| 65618 |
Healix
Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
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| 65619 |
Claude IPC MCP
Claim
A robust communication protocol that facilitates seamless messaging between AI …
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| 65620 |
Provides 14 financial market price data tools, including Polymarket events, Yah…
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| 65621 |
LegalContext
Claim
Enables secure access to legal documents from Clio via Claude Desktop, with loc…
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| 65622 |
DLBrowser
Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
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| 65623 |
AnythingMCP
Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
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| 65624 |
APIWeaver
Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
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| 65625 |
yuanhe-renovation-mcp
Claim
Enables AI agents to perform renovation tasks such as calculating tile quantiti…
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| 65626 |
Mercadona MCP Server
Claim
Enables shopping at Mercadona online grocery store via Claude, allowing catalog…
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| 65627 |
Netmiko MCP Server
Claim
Enables management of network devices via SSH using Netmiko, supporting command…
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| 65628 |
Chirp Home Automation
Claim
Check, add and control the smart home sensors and automations in your own Chirp…
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| 65629 |
mcp-fifa-scheduler
Claim
Creates calendar events for FIFA World Cup matches and emails reminders to the …
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| 65630 |
code-shot
Claim
Renders source code as beautiful SVG or PNG images with syntax highlighting, li…
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| 65631 |
hypr-cua-mcp
Claim
Hyprland/Wayland computer-use MCP: grim screenshots + uinput click/type + hyprc…
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| 65632 |
Provides comprehensive analytics and insights for Solana wallets and their DeFi…
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| 65633 |
mcp-x
Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
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| 65634 |
mcp-keycloak
Claim
A Model Context Protocol (MCP) server that provides a natural language interfac…
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| 65635 |
evolution-mcp
Claim
MCP server for GNOME Evolution that enables calendar and email operations such …
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| 65636 |
avalanche
Claim
Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and…
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| 65637 |
Namecheap Domains MCP
Claim
Integrates Namecheap's domain API with Cursor AI to check domain availability, …
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| 65638 |
TypeScript MCP Server
Claim
A simple Model Context Protocol server implemented in TypeScript that enables c…
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| 65639 |
Trello MCP Server
Claim
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
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| 65640 |
mcpauth
Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
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| 65641 |
web-crawler-mcp
Claim
A minimal MCP server that crawls web pages using crawl4ai and returns content a…
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| 65642 |
ms-todo-mcp
Claim
An MCP server to read and manage your Microsoft To Do tasks through the Microso…
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| 65643 |
Code Assistant
Claim
Gemini-powered MCP server for code analysis.
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| 65644 |
Context Bridge
Claim
A unified context layer that connects your local data — repositories, documents…
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| 65645 |
Monta MCP Server
Claim
MCP server that enables LLMs to interact with Monta's EV charging platform for …
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| 65646 |
Slovakia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 65647 |
Fashion
Claim
Create professional-quality fashion product photography, on-model shots, and ed…
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| 65648 |
File Tools MCP Server
Claim
An MCP server that provides file and directory tools for LLMs, including projec…
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| 65649 |
vibe-guard
Claim
MCP server that provides project guardrails including prior art research, proje…
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| 65650 |
openclaw-health-mcp
Claim
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
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