MCP Server Quality Scores
Independent quality analysis of 69093 public MCP servers
Last updated 36 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 59651 |
f1-latest-cn-mcp
Claim
Enables AI assistants to query the latest F1 news from the official F1 website …
|
— | ||||||||
| 59652 |
Self-healing MCP server that monitors database schema changes, detects differen…
|
— | ||||||||
| 59653 |
Homebox MCP Server
Claim
Enables AI assistants to manage inventory items, locations, and labels in a sel…
|
— | ||||||||
| 59654 |
Wellness Project
Claim
Connect your health, fitness, nutrition, sleep, and wearable data to your AI as…
|
— | ||||||||
| 59655 |
NGS360 MCP Server
Claim
Exposes the NGS360 bioinformatics platform REST API as MCP tools, enabling AI a…
|
— | ||||||||
| 59656 |
Obsidian CLI MCP Server
Claim
MCP server that exposes Obsidian vault operations over HTTP via the Obsidian CL…
|
— | ||||||||
| 59657 |
MCP server for n8n workflow management -- view, create, sync and manage workflo…
|
— | ||||||||
| 59658 |
ProtonScope
Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
|
— | ||||||||
| 59659 |
mcp-threatfox
Claim
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
|
— | ||||||||
| 59660 |
Kaspa MCP Server
Claim
Model Context Protocol server for Kaspa operations using WASM SDK. Enables LLMs…
|
— | ||||||||
| 59661 |
A self-hosted MCP server that gives LLMs intelligent, semantic access to your c…
|
— | ||||||||
| 59662 |
cacheout-mcp
Claim
MCP server for macOS disk cache management. Enables AI agents to free disk spac…
|
— | ||||||||
| 59663 |
USDA NASS MCP Server
Claim
Enables access to USDA NASS agricultural statistics data through natural langua…
|
— | ||||||||
| 59664 |
reactuse
Claim
MCP server for the [ReactUse](https://reactuse.com) library — 110+ React Hooks …
|
— | ||||||||
| 59665 |
Provides complete QuickBooks Online API integration for Claude Code and other M…
|
— | ||||||||
| 59666 |
SentinelMCP
Claim
Analyzes inputs and outputs in real-time to protect against prompt injections, …
|
— | ||||||||
| 59667 |
matrix-channel-mcp
Claim
Bridges a Matrix room with Claude Code's claude/channel feature, enabling chat …
|
— | ||||||||
| 59668 |
mcp-relay-kit
Claim
A unified MCP gateway that reduces context token usage by exposing all services…
|
— | ||||||||
| 59669 |
A Model Context Protocol (MCP) server that integrates Safaricom's M-PESA Daraja…
|
— | ||||||||
| 59670 |
Enables AI assistants to interact with Veeam Backup & Replication infrastructur…
|
— | ||||||||
| 59671 |
mcp-data-tours
Claim
Enables searching, querying, and exploring open datasets from Tours Métropole O…
|
— | ||||||||
| 59672 |
uni-mcp-gateway
Claim
A unified MCP gateway that aggregates multiple MCP servers and API plugins behi…
|
— | ||||||||
| 59673 |
Hive Mind
Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
|
— | ||||||||
| 59674 |
Karate MCP Server
Claim
Provides AI agents with comprehensive knowledge of the Karate DSL framework for…
|
— | ||||||||
| 59675 |
Remogram
Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
|
— | ||||||||
| 59676 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
|
— | ||||||||
| 59677 |
AgentCore MCP Proxy
Claim
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
|
— | ||||||||
| 59678 |
MCP Hub
Claim
An Express server implementation of Model Context Protocol that allows websites…
|
— | ||||||||
| 59679 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
|
— | ||||||||
| 59680 |
Mesh MCP
Claim
Mesh is an MCP server that lets Claude Code, Codex CLI, and Gemini CLI call oth…
|
— | ||||||||
| 59681 |
Harvest MCP Server
Claim
Provides MCP integration for Harvest's time tracking, project management, and i…
|
— | ||||||||
| 59682 |
task-manager
Claim
MCP server for Nova Agent progress reporting. Enables updating execution sessio…
|
— | ||||||||
| 59683 |
ticksy-mcp
Claim
MCP server for the Ticksy support ticket API, enabling AI agents to read and wr…
|
— | ||||||||
| 59684 |
MindMap
Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
|
— | ||||||||
| 59685 |
nextjs-agent-mcp
Claim
An MCP server that lets an AI agent drive and inspect a running Next.js app, wi…
|
— | ||||||||
| 59686 |
Medical Billing MCP
Claim
Enables AI assistants to look up medical billing codes, denial reasons, and pay…
|
— | ||||||||
| 59687 |
youtube-watch-mcp
Claim
An MCP server that tracks your favorite YouTube creators and tells you when the…
|
— | ||||||||
| 59688 |
TaskMCP
Claim
A personal task management MCP server that allows LLM clients to create, read, …
|
— | ||||||||
| 59689 |
UnifiyMe
Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
|
— | ||||||||
| 59690 |
mystreet
Claim
MCP oracle of reputation for ia agent
|
— | ||||||||
| 59691 |
Teneo Book Generation
Claim
Generate complete nonfiction books with Teneo: outline, manuscript, cover, and …
|
— | ||||||||
| 59692 |
Buy My Agent
Claim
Discover AI agents by outcome. Read-only search and reads of public marketplace…
|
— | ||||||||
| 59693 |
Awesome MCP Learning
Claim
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
|
— | ||||||||
| 59694 |
Enables AI-powered web data extraction and research through Firecrawl's Agent A…
|
— | ||||||||
| 59695 |
Canvas MCP
Claim
A local MCP server for Canvas LMS that enables querying courses, assignments, g…
|
— | ||||||||
| 59696 |
psu-mcp
Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
|
— | ||||||||
| 59697 |
dowhistle-mcp-server121
Claim
|
— | ||||||||
| 59698 |
meok-aaif-agent-card-mcp
Claim
MEOK AAIF Agent Card MCP — Linux Foundation AAIF agent identity bridge. Issues …
|
— | ||||||||
| 59699 |
GridPulse Energy
Claim
MCP server for real-time electricity prices, carbon intensity, and energy analy…
|
— | ||||||||
| 59700 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
|
— | ||||||||