MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54651 |
telecom-ai
Claim
MCP server for telecom AI with built-in EU AI Act compliance, part of the MEOK …
|
— | ||||||||
| 54652 |
forgekit-radix-mcp
Claim
Exposes Radix Primitives' parts, props, and accessibility contracts to AI codin…
|
— | ||||||||
| 54653 |
Basketeer
Claim
Personal UK Tesco grocery account over MCP: search, basket, slots, orders, and …
|
— | ||||||||
| 54654 | — | |||||||||
| 54655 |
Risha.ai MCP Server
Claim
MCP server for the Risha.ai API enabling authentication, capability discovery, …
|
— | ||||||||
| 54656 |
decomp-me-mcp
Claim
This MCP server enables AI assistants to interact with decomp.me for video game…
|
— | ||||||||
| 54657 |
agentkey
Claim
AgentKey is the execution layer between AI agents and the real internet. One MC…
|
— | ||||||||
| 54658 |
gridpane-mcp
Claim
Manage GridPane WordPress servers and sites through MCP clients like Claude or …
|
— | ||||||||
| 54659 |
socrata-mcp
Claim
An MCP server that provides tools to search, query, and aggregate data from any…
|
— | ||||||||
| 54660 |
hive-mcp-prior
Claim
MCP server for Hive Prior patent priority timestamping, enabling content disclo…
|
— | ||||||||
| 54661 |
sonsuchup-mcp
Claim
MCP server for Sonsuchup web tool that allows AI assistants to manage mystery c…
|
— | ||||||||
| 54662 |
Enables timezone conversion, astronomical calculations, and date utilities thro…
|
— | ||||||||
| 54663 |
personality-test-mcp
Claim
Enables AI models to administer personality tests, score responses, and provide…
|
— | ||||||||
| 54664 |
Enables heavy computation and data processing tasks in Claude Desktop, includin…
|
— | ||||||||
| 54665 |
taxfolio-mcp
Claim
Enables tax-loss harvesting and tax-aware portfolio rebalancing via LLM agents,…
|
— | ||||||||
| 54666 |
kiasu-scout
Claim
MCP server to help businesses analyze their visibility in AI assistant recommen…
|
— | ||||||||
| 54667 |
toon-mcp
Claim
Enables encoding JSON into compact TOON format and decoding TOON back to JSON, …
|
— | ||||||||
| 54668 |
Ragionex Memory MCP
Claim
Dynamic semantic memory for AI assistants that persists across sessions and cli…
|
— | ||||||||
| 54669 |
model-context-protocol
Claim
MCP server enabling real-time weather queries via Tavily API and internet usage…
|
— | ||||||||
| 54670 |
RAGFlow MCP Server
Claim
Enables semantic retrieval and knowledge base management through the RAGFlow AP…
|
— | ||||||||
| 54671 |
mcp-dreamlaunchers-in
Claim
DREAM LAUNCHERS INTERIORS PRIVATE LIMITED
|
— | ||||||||
| 54672 |
x402-mcp
Claim
Enables AI agents to discover, inspect, and pay for paid HTTP and MCP services …
|
— | ||||||||
| 54673 |
Terminal SSH MCP Server
Claim
MCP server that enables SSH access and terminal commands for Railway containers…
|
— | ||||||||
| 54674 |
Enables searching and retrieving detailed information about Swedish companies, …
|
— | ||||||||
| 54675 |
mdgen-mcp
Claim
MCP server for mdgen that enables reading, writing, and managing mdgen document…
|
— | ||||||||
| 54676 |
Onda MCP
Claim
MCP server to control Onda terminal from AI agents, providing tools for splitti…
|
— | ||||||||
| 54677 |
bambu-printer-mcp
Claim
A Bambu Lab-focused MCP server for controlling Bambu printers, manipulating STL…
|
— | ||||||||
| 54678 |
Business Helper
Claim
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
|
— | ||||||||
| 54679 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
|
— | ||||||||
| 54680 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab, enabling natural language queries for merge r…
|
— | ||||||||
| 54681 |
cyanheads-mcp-server
Claim
Fleet discovery for the cyanheads MCP ecosystem — semantic search + install sni…
|
— | ||||||||
| 54682 |
md2card-mcp-server
Claim
Converts Markdown documents into visually appealing image cards through the MCP…
|
— | ||||||||
| 54683 |
semantic-scholar-mcp
Claim
Enables searching and retrieving academic paper metadata from Semantic Scholar,…
|
— | ||||||||
| 54684 |
FlowAPI MCP Server
Claim
MCP server providing system-level access to FlowAPI endpoints for art, user, an…
|
— | ||||||||
| 54685 |
Enterprise MCP Server
Claim
Production-grade FastMCP 3.x server template for scalable semantic tool retriev…
|
— | ||||||||
| 54686 |
datto-bcdr-mcp
Claim
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
|
— | ||||||||
| 54687 |
obsidian-mcp
Claim
Remote MCP server that gives AI agents read/write access to your Obsidian vault…
|
— | ||||||||
| 54688 |
Provides Canadian tide predictions from the IWLS API, enabling retrieval of 7-d…
|
— | ||||||||
| 54689 |
ClickUp MCP
Claim
Enables AI assistants to interact with ClickUp workspaces through natural langu…
|
— | ||||||||
| 54690 |
Thailand NSO MCP Server
Claim
Enables natural language discovery, querying, and analysis of Thailand's offici…
|
— | ||||||||
| 54691 |
google-fonts-mcp
Claim
MCP server for searching Google Fonts and generating complete CSS/Tailwind typo…
|
— | ||||||||
| 54692 |
vk-ads-mcp
Claim
Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, ret…
|
— | ||||||||
| 54693 |
Primo MCP Server
Claim
MCP server for searching Ex Libris Primo library catalogues and subscribed data…
|
— | ||||||||
| 54694 |
Ultimate Android MCP
Claim
Enables LLMs to control and manage Android devices via ADB, including app insta…
|
— | ||||||||
| 54695 |
mcp-feedback-enhanced-gw
Claim
Establishes feedback-oriented development workflows with Web UI and desktop app…
|
— | ||||||||
| 54696 |
TrainingPeaks MCP Server
Claim
Enables AI assistants like Claude to interact with TrainingPeaks, allowing user…
|
— | ||||||||
| 54697 |
algorand-mcp
Claim
A comprehensive Model Context Protocol (MCP) server providing 50+ tools for Alg…
|
— | ||||||||
| 54698 |
Comet ML MCP Server
Claim
Enables interaction with Comet ML's experiment tracking platform through the Mo…
|
— | ||||||||
| 54699 |
CapCut MCP
Claim
Enables AI assistants like Claude Code to build and edit CapCut video projects …
|
— | ||||||||
| 54700 |
HERO MCP Server
Claim
Enables AI tools to read and write HERO documents, projects, tables, and templa…
|
— | ||||||||