MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66051 |
Deskbrid
Claim
Linux desktop HAL for AI agents. One daemon, one socket, every desktop action. …
|
— | ||||||||
| 66052 |
WoW Armory MCP Server
Claim
Enables AI assistants to look up World of Warcraft character information and re…
|
— | ||||||||
| 66053 |
mcp-media-toolkit
Claim
Generates AI images using Google Gemini and uploads them to S3-compatible stora…
|
— | ||||||||
| 66054 |
statuscraft
Claim
MCP server that checks the live status of 3831 software services in real time. …
|
— | ||||||||
| 66055 |
mcp-server-dumplingai
Claim
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
|
— | ||||||||
| 66056 |
Enables AI-driven customer support ticket processing, including classification,…
|
— | ||||||||
| 66057 |
football-data-mcp
Claim
Provides football analytics tools including player scouting, comparisons, marke…
|
— | ||||||||
| 66058 |
@lakehouse/mcp-server
Claim
MCP server for Lakehouse42, enabling code-first tool discovery, hybrid search, …
|
— | ||||||||
| 66059 |
Oplink
Claim
Enables creating no-code agent workflows by combining multiple MCP servers into…
|
— | ||||||||
| 66060 |
SQLite MCP Server
Claim
Provides read and write access to multiple SQLite databases through the Model C…
|
— | ||||||||
| 66061 |
octave-mcp
Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
|
— | ||||||||
| 66062 |
unlimited-mcp
Claim
An MCP server that delegates coding and sysops work to cheaper agents via durab…
|
— | ||||||||
| 66063 |
QGISMCP
Claim
QGISMCP connects QGIS to Claude AI through the Model Context Protocol (MCP), al…
|
— | ||||||||
| 66064 |
konid-ai
Claim
A language expression coach MCP server that provides native-sounding translatio…
|
— | ||||||||
| 66065 |
A secure and optimized MCP server for integrating ClickUp project management, e…
|
— | ||||||||
| 66066 |
Social CLI MCP
Claim
MCP server for posting to Twitter/X, Reddit, LinkedIn, Instagram, and email via…
|
— | ||||||||
| 66067 |
MCP Localization Project
Claim
A system that localizes Model Context Protocol (MCP) functionality, integrating…
|
— | ||||||||
| 66068 |
arch-viewer
Claim
Provides AI-powered architecture analysis and visualization of codebases, expos…
|
— | ||||||||
| 66069 |
arr-stack-mcp
Claim
A Model Context Protocol server that exposes Sonarr, Radarr, Lidarr, and Jellyf…
|
— | ||||||||
| 66070 |
0-mcp
Claim
Turns Django models into MCP tools and a REST API from a single class, and can …
|
— | ||||||||
| 66071 |
A local stdio MCP bridge that forwards tool calls to the Google Developer Knowl…
|
— | ||||||||
| 66072 |
Firewalla MCP Server
Claim
A production-ready server that connects Claude Desktop to Firewalla network man…
|
— | ||||||||
| 66073 |
Smithery Scaffold
Claim
Provide a scaffold for building MCP servers with integrated AI and environment …
|
— | ||||||||
| 66074 |
Provides read-only access to Google Workspace APIs (Gmail, Drive, Sheets, Docs,…
|
— | ||||||||
| 66075 |
Enables conversational triage of ServiceNow incidents via Claude Desktop, autom…
|
— | ||||||||
| 66076 |
openclaw-tools-mcp
Claim
Exposes OpenClaw tools (web search, page fetching, browser automation, PDF anal…
|
— | ||||||||
| 66077 |
Greenloom CAD MCP Server
Claim
Enables automated CAD operations via natural language, supporting both AutoCAD …
|
— | ||||||||
| 66078 |
trinity-local
Claim
Enables running AI councils across Claude, GPT, and Gemini, synthesizing answer…
|
— | ||||||||
| 66079 |
Python Code Generator
Claim
Generate a ready-to-run Python 'Hello, World!' script with streamable output. Q…
|
— | ||||||||
| 66080 |
monospay-mcp
Claim
Pay per MCP tool call in USDC on Base. Non-custodial settlement, no admin keys,…
|
— | ||||||||
| 66081 |
Personal Memory Gateway
Claim
A privacy-first memory layer for AI that securely bridges local knowledge with …
|
— | ||||||||
| 66082 |
CornMCP
Claim
Enables AI coding agents to perform surgical code analysis, semantic memory, an…
|
— | ||||||||
| 66083 |
test
Claim
|
— | ||||||||
| 66084 |
Neuro Vault MCP
Claim
An MCP server that provides semantic search and vault operations for Obsidian n…
|
— | ||||||||
| 66085 |
Coinugget Crypto Signals
Claim
Provides real-time cryptocurrency market signals including RSI, top gainers, pr…
|
— | ||||||||
| 66086 |
PowerBI MCP Server
Claim
An MCP server for interacting with Microsoft PowerBI REST API, providing tools …
|
— | ||||||||
| 66087 |
SHEARLINE
Claim
A free, MIT-licensed MCP server that provides AI agents with analyst-grade US s…
|
— | ||||||||
| 66088 |
Python Demo MCP Server
Claim
A demonstration server implementing the Model Context Protocol with Server-Sent…
|
— | ||||||||
| 66089 |
MCP Serverless
Claim
Provides a serverless implementation of the Model Context Protocol for register…
|
— | ||||||||
| 66090 |
This MCP server enables AI agents to understand and analyze electrical schemati…
|
— | ||||||||
| 66091 |
MCP Server for Tikfly - Unofficial TikTok API at scale without the usual limita…
|
— | ||||||||
| 66092 |
Writespace
Claim
Persistent docs and memory for AI agents. Writespace is a collaborative markdow…
|
— | ||||||||
| 66093 |
sugestim
Claim
Enables recognition and defense against covert influence patterns (Milton Model…
|
— | ||||||||
| 66094 |
MCP-TS-DEMO
Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
|
— | ||||||||
| 66095 |
mcp-server
Claim
AI dev brain: persistent memory, lessons, semantic search for Claude, Cursor, C…
|
— | ||||||||
| 66096 |
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
|
— | ||||||||
| 66097 |
S22 Web Agent MCP Server
Claim
Provides MCP tools for web page scanning, data extraction, local storage, markd…
|
— | ||||||||
| 66098 |
Groundlight MCP Server
Claim
Enables natural language interaction with Groundlight to create and manage comp…
|
— | ||||||||
| 66099 |
bq_mcp_server
Claim
A Python MCP server that retrieves and caches BigQuery metadata (datasets, tabl…
|
— | ||||||||
| 66100 |
Assay MCP Server
Claim
Enables Claude Desktop to search, retrieve summaries, and explore documents fro…
|
— | ||||||||