MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30651 |
mcp-read-only-argocd
Claim
A secure MCP server providing read-only access to Argo CD instances using brows…
|
— | ||||||||
| 30652 |
NotebookLM MCP Server
Claim
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
|
— | ||||||||
| 30653 |
mcp-myvariant
Claim
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
|
— | ||||||||
| 30654 |
PyAutoGUI-MCP
Claim
Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…
|
— | ||||||||
| 30655 |
MCP Project Manager
Claim
Provides project management capabilities through terminal, web UI, or MCP stdio…
|
— | ||||||||
| 30656 |
MCP STDIO Webhook Server
Claim
A lightweight MCP server that accepts event envelopes, maps them to configurabl…
|
— | ||||||||
| 30657 |
slide-review-mcp
Claim
Local MCP server for collecting visual review feedback from a live local HTTP p…
|
— | ||||||||
| 30658 |
ssr-concept-mcp
Claim
Concept-test your product with synthetic consumers, straight from Claude Code. …
|
— | ||||||||
| 30659 |
mem0-local-mcp
Claim
A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …
|
— | ||||||||
| 30660 |
OpenWebGAL Assistant
Claim
MCP server that automates WebGAL game development tasks such as resource manage…
|
— | ||||||||
| 30661 |
mcp-gerrit-code-review
Claim
MCP Server providing AI agents with tooling for Gerrit code review workflows vi…
|
— | ||||||||
| 30662 |
AgentWatch
Claim
A terminal live-tail and a browser dashboard — one process, one event stream, s…
|
— | ||||||||
| 30663 |
silentwatch-mcp
Claim
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
|
— | ||||||||
| 30664 |
mcptestingwm
Claim
A minimal MCP server for validating connectivity to World Monitor, exposing too…
|
— | ||||||||
| 30665 |
bitvavo-mcp
Claim
Exposes a Bitvavo crypto exchange account as read-only tools for Claude, allowi…
|
— | ||||||||
| 30666 |
astrovisor-mcp
Claim
Enables interaction with the AstroVisor API through MCP, automatically synced t…
|
— | ||||||||
| 30667 |
mock-mcp
Claim
Generates schema-compliant mock data from OpenAPI JSON Schema definitions using…
|
— | ||||||||
| 30668 |
An MCP server implementation that integrates with Backlog API, enabling project…
|
— | ||||||||
| 30669 |
Snipe-IT MCP Server
Claim
Enables AI assistants to perform full CRUD operations on Snipe-IT inventory sys…
|
— | ||||||||
| 30670 |
confluence-http-api-mcp
Claim
Read-only MCP server for self-hosted Confluence that lets AI agents search page…
|
— | ||||||||
| 30671 |
aria-mcp-affald-horsens
Claim
MCP server that provides household waste collection schedules for Horsens Kommu…
|
— | ||||||||
| 30672 |
arx-mcp-server
Claim
MCP server that integrates with ARXsec.io API to execute security scans, compli…
|
— | ||||||||
| 30673 |
sevdesk-mcp
Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
|
— | ||||||||
| 30674 |
cpp-semantic-graph
Claim
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
|
— | ||||||||
| 30675 |
npmplus-mcp
Claim
Enables AI-powered JavaScript package management including search, install, upd…
|
— | ||||||||
| 30676 |
Automatically classify and triage GitHub issues using AI to apply labels, post …
|
— | ||||||||
| 30677 |
awesome-mcp-tools-mcp
Claim
Search and explore a catalog of 2,000+ MCP servers — full-text search, trending…
|
— | ||||||||
| 30678 |
Finance Agent MCP Server
Claim
MCP server for personal finance management and investment tracking with real-ti…
|
— | ||||||||
| 30679 |
Smart Home MCP Server
Claim
Controls TAPO L530E smart light bulbs via MCP, supporting on/off, brightness, a…
|
— | ||||||||
| 30680 |
modao-proto-mcp
Claim
Enables HTML code generation from design descriptions, detailed design specific…
|
— | ||||||||
| 30681 |
weather-mcp-server
Claim
|
— | ||||||||
| 30682 |
mssql-mcp
Claim
Enables AI assistants to interact with MSSQL databases through natural language…
|
— | ||||||||
| 30683 |
twitterapi-mcp
Claim
A Model Context Protocol (MCP) server that provides access to Twitter data thro…
|
— | ||||||||
| 30684 |
powerbi-ai-mcp
Claim
Enables controlling Power BI with AI through natural language commands for crea…
|
— | ||||||||
| 30685 |
mcp-uart
Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
|
— | ||||||||
| 30686 |
repobase-mcp
Claim
MCP server for indexing and searching Git repositories with AI. Enables tools l…
|
— | ||||||||
| 30687 |
fin-products-tools
Claim
MCP server that provides tools to query Korean financial products (savings, dep…
|
— | ||||||||
| 30688 |
mcpv3e
Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
|
— | ||||||||
| 30689 |
RunPod Image MCP Server
Claim
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
|
— | ||||||||
| 30690 |
xrplriskscore
Claim
AI-powered XRPL wallet risk scoring. Score any wallet before you move money — p…
|
— | ||||||||
| 30691 |
superego-mcp
Claim
Superego MCP is an intelligent tool-call review system for AI agents that provi…
|
— | ||||||||
| 30692 |
MCP Voice Soundboard
Claim
A text-to-speech MCP server with 48 voices across 9 languages, supporting emoti…
|
— | ||||||||
| 30693 |
FortiAppSec MCP Server
Claim
MCP server for managing Fortinet FortiAppSec (WAF as a Service) via AI agents. …
|
— | ||||||||
| 30694 |
testweather
Claim
|
— | ||||||||
| 30695 |
PortMaster MCP
Claim
Enables comprehensive Windows process and service management with secure UAC el…
|
— | ||||||||
| 30696 |
kreports
Claim
Enables investors and analysts to query Korean listed companies' financial heal…
|
— | ||||||||
| 30697 |
kothar
Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
|
— | ||||||||
| 30698 |
codex-cli-mcp-tool
Claim
An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.
|
— | ||||||||
| 30699 |
poranos-mcp-ainpc
Claim
Enables Claude Desktop/Code to read and edit Poranos AI NPC scenarios and conve…
|
— | ||||||||
| 30700 |
basic-react
Claim
Provides a get-time tool with a linked React UI for displaying the current time.
|
— | ||||||||