MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 8 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55351 |
aurekai-mcp
Claim
Aurekai MCP server for akai doctor, manifests, artifacts, feature queries, and …
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| 55352 |
mcp-homelab
Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
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| 55353 |
github-ops-mcp
Claim
An MCP server that provides operational tooling over the GitHub API — issue tri…
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| 55354 |
Create and manage forms, collect submissions — a headless form builder powered …
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| 55355 |
images-mcp
Claim
Provides image generation tools powered by OpenRouter, running on Cloudflare Wo…
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| 55356 |
PBIFORGE
Claim
PBIForge — Power BI .pbix generator MCP server generate .pbix files from dashbo…
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| 55357 |
google-drive-cowork-mcp
Claim
Enables Claude to create and edit Google Docs, Sheets, and Slides via MCP, runn…
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| 55358 |
n8n MCP Server (Custom)
Claim
Custom MCP server for n8n automation, providing 27 tools to manage workflows, e…
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| 55359 |
VNStock MCP Server
Claim
Provides tools to access Vietnam stock market data, including stock prices, fin…
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| 55360 |
peaka-api-mcp-server
Claim
Model Context Protocol (MCP) server that provides access to Peaka's API endpoin…
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| 55361 |
mcp-server
Claim
AI agents read & send email, manage mailboxes, domains and webhooks via the QMa…
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| 55362 |
Anki Card Manager (acm)
Claim
This MCP server connects Claude with Anki, allowing users to create flashcards …
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| 55363 |
test
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| 55364 |
arcmap-mcp
Claim
MCP server that allows AI agents to control a live ArcMap session via arcpy, in…
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| 55365 |
MCP Code Intelligence
Claim
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
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| 55366 |
memory-bank-mcp-mongodb
Claim
MCP server for MongoDB-powered memory bank management with multi-project isolat…
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| 55367 |
MCPVet
Claim
Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell…
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| 55368 |
ContextForge MCP Server
Claim
Enables AI agents to efficiently retrieve relevant code context via PageRank-op…
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| 55369 |
Passive external attack-surface mapping: CT subdomains, DNS, TLS, HTTP posture,…
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| 55370 |
Local MCP server for checking council bin collection dates from a residential a…
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| 55371 |
Enables creating and managing UML diagrams in Sparx Systems Enterprise Architec…
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| 55372 |
MetaMesh-UGA
Claim
Serverless edge control plane to discover, route and monetize 14,982+ MCP tools.
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| 55373 |
zernio-mcp
Claim
A Model Context Protocol (MCP) server that gives Claude full access to the Zern…
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| 55374 |
FL Studio MCP Server
Claim
Real-time AI-assisted music production, advanced composition, mixing, and VST c…
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| 55375 |
Filesystem MCP Server
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Provides file system access and operations, enabling AI assistants to read, wri…
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| 55376 |
Huawei MCP Server
Claim
Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc…
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| 55377 |
a11y-learning-guide
Claim
Guides users to official WCAG and W3C resources for learning web accessibility,…
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| 55378 |
instagram-analyzer MCP
Claim
Analyzes public Instagram post URLs, returning captions and photos as image con…
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| 55379 |
agent-eyes
Claim
MCP server that wraps Playwright to give AI agents eyes on the web, enabling br…
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| 55380 |
Local Memory MCP
Claim
Persistent local semantic memory for MCP tools, enabling storing and searching …
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| 55381 |
Solplanet MCP
Claim
MCP server for Solplanet ASW5-T inverter, enabling natural language queries abo…
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| 55382 |
Brave Search MCP Server
Claim
Enables AI assistants to perform web searches using Brave Search with EU AI Act…
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| 55383 |
meta-threads-mcp
Claim
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
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| 55384 |
playwright-slim-mcp
Claim
A proxy MCP server that summarizes Playwright accessibility snapshots using Cla…
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| 55385 |
ArXiv MCP Server
Claim
Provides arXiv paper search, download, Chinese translation, and WeChat article …
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| 55386 |
browser-agent-mcp
Claim
Production-grade MCP server for autonomous web automation with stealth features…
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| 55387 |
MCP Docs Server
Claim
A centralized MCP server for internal technical documentation that integrates w…
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| 55388 |
mem0-agent-memory
Claim
An MCP server that provides persistent memory capabilities for AI agents using …
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| 55389 |
figma-mcp-hybrid
Claim
Enables reading Figma files via REST API and writing to the Figma canvas via a …
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| 55390 |
ynab-mcp-server
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| 55391 |
auto_video_generator-mcp
Claim
An MCP-based intelligent video generation system that automatically adds subtit…
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| 55392 |
YouTube MCP Server
Claim
Enables LLMs to interact with YouTube videos by fetching transcripts, summarizi…
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| 55393 |
Pero MCP Server
Claim
Enables SSH connection management with remote command execution and file transf…
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| 55394 |
central-mcp
Claim
A centralized MCP hub for managing multiple coding agents across projects, enab…
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| 55395 |
Mila
Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
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| 55396 |
nornir-mcp-server
Claim
An MCP server that integrates Nornir with NAPALM and Netmiko, enabling LLMs to …
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| 55397 |
Workbench MCP Server
Claim
Provides remote project access via MCP, enabling file operations, code search, …
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| 55398 |
docverity
Claim
MCP server that enables coding agents to check documentation claims against sou…
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| 55399 |
Melo MCP Server
Claim
Enables searching and filtering real estate properties in France through the Me…
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| 55400 |
MCP Git/PR Assist
Claim
Enables Git and GitHub pull request operations through Claude AI, including rep…
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