MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54401 |
osa-mcp
Claim
Automatically discovers all scriptable macOS apps and generates MCP tools for t…
|
— | ||||||||
| 54402 |
An MCP server implementation that integrates with Backlog API, enabling project…
|
— | ||||||||
| 54403 |
xiaohongshu-mcp
Claim
Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Litt…
|
— | ||||||||
| 54404 |
TokenGuard
Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
|
— | ||||||||
| 54405 |
Better Auth Server
Claim
# Better Auth MCP Server
[![smithery badge](https://smithery.ai/badge/@dabhivi…
|
— | ||||||||
| 54406 |
MCP Fathom Server
Claim
Enables Claude to search and retrieve meeting information from Fathom AI throug…
|
— | ||||||||
| 54407 |
SeeDream MCP Server
Claim
Enables Claude Code to generate, edit, blend, and create variations of images u…
|
— | ||||||||
| 54408 |
Remote MCP Server
Claim
Enables running a remote MCP server on Cloudflare Workers with OAuth authentica…
|
— | ||||||||
| 54409 |
heddle
Claim
Temporal change-impact authority MCP server that tracks per-entity change histo…
|
— | ||||||||
| 54410 |
Enables reading IDE output, test results, and problems from development environ…
|
— | ||||||||
| 54411 |
baselinker-mcp
Claim
Free, open-source MCP server and CLI for the BaseLinker API, exposing two tools…
|
— | ||||||||
| 54412 |
LLM-Wiki-MCP
Claim
Local knowledge base built from PDF lecture slides on Agentic Coding, exposed a…
|
— | ||||||||
| 54413 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
|
— | ||||||||
| 54414 |
sfmcMCP
Claim
Enables managing Azure Service Fabric Managed Clusters through the Azure REST A…
|
— | ||||||||
| 54415 |
A Model Context Protocol server that integrates with Amazon Braket, allowing AI…
|
— | ||||||||
| 54416 |
docnova-mcp
Claim
MCP server for e-invoice platforms. Enables natural language querying of invoic…
|
— | ||||||||
| 54417 |
Mnemosyne
Claim
Mnemosyne is an MCP server that gives AI assistants deep visibility into Kubern…
|
— | ||||||||
| 54418 |
mcp-google-sheets
Claim
Enables AI assistants to interact with Google Sheets for reading, writing, and …
|
— | ||||||||
| 54419 |
pi-subagent
Claim
Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agen…
|
— | ||||||||
| 54420 |
aegea-drive-mcp
Claim
Enables management of Google Drive files, Docs, Sheets, and Slides through natu…
|
— | ||||||||
| 54421 |
deConz MCP Server
Claim
MCP Server for deConz server developed by Dresden Elektronik (bridge between sm…
|
— | ||||||||
| 54422 |
trello-mcp
Claim
Enables interaction with Trello boards, lists, and cards through MCP-compatible…
|
— | ||||||||
| 54423 |
searoute_mcp
Claim
Provides maritime routing capabilities, enabling computation of oceangoing rout…
|
— | ||||||||
| 54424 |
Control the MetaDock desktop workspace over MCP: browsers, layouts, bookmarks, …
|
— | ||||||||
| 54425 |
@yoyo-bot/mcp
Claim
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
|
— | ||||||||
| 54426 |
blib-houdini-bridge
Claim
Enables AI assistants and CLI tools to read and control Houdini scenes with a s…
|
— | ||||||||
| 54427 |
cloud-command
Claim
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
|
— | ||||||||
| 54428 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
|
— | ||||||||
| 54429 |
utm-helper-mcp
Claim
MCP server for generating consistent UTM-tagged links based on an authoritative…
|
— | ||||||||
| 54430 |
Yandex Direct Manager
Claim
MCP-коннектор для Яндекс Директа: управляйте кампаниями и аналитикой из Claude …
|
— | ||||||||
| 54431 |
datadog-mcp
Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
|
— | ||||||||
| 54432 |
MCP server that delegates Claude Code subagents to alternative backends such as…
|
— | ||||||||
| 54433 |
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
|
— | ||||||||
| 54434 |
FIO Bank MCP Server
Claim
Enables AI assistants like Claude to access FIO Bank account transactions via t…
|
— | ||||||||
| 54435 |
mcp-guardian
Claim
Scans MCP tool descriptions for prompt injection attacks, including cross-tool …
|
— | ||||||||
| 54436 |
A server that enables searching for events, venues, and attractions through the…
|
— | ||||||||
| 54437 |
SoundCloud MCP
Claim
Enables uploading and managing SoundCloud tracks via the official API, with sup…
|
— | ||||||||
| 54438 |
n2-qln
Claim
QLN is a semantic tool router that enables AI agents to access thousands of too…
|
— | ||||||||
| 54439 |
Presentation Agent MCP
Claim
A TypeScript-based MCP server that automatically generates structured technical…
|
— | ||||||||
| 54440 |
YingDao RPA MCP Server
Claim
Enables AI to execute RPA applications and workflows through the Model Context …
|
— | ||||||||
| 54441 |
mcp-mempool-space
Claim
MCP server for Bitcoin block explorer and mempool/fee statistics, providing too…
|
— | ||||||||
| 54442 |
notes-mcp-server
Claim
Provides MCP tools to create and retrieve notes stored in memory.
|
— | ||||||||
| 54443 |
1688 Scraper MCP
Claim
Enables AI-powered 1688 wholesale sourcing with intelligent product search, pri…
|
— | ||||||||
| 54444 |
Obsidian MCP Agent
Claim
A custom MCP server that cleans up raw notes into properly formatted, cross-lin…
|
— | ||||||||
| 54445 |
Enables Claude AI to automatically audit AWS cloud resource configurations, dia…
|
— | ||||||||
| 54446 |
SelfHub MCP Server
Claim
A personal AI memory hub that stores and retrieves personal data from any MCP-e…
|
— | ||||||||
| 54447 |
A Python-based MCP server for file operations, web search with fallback, and ta…
|
— | ||||||||
| 54448 |
harness-feed-mcp
Claim
Fetches and searches structured JSON feeds from 7 tech sources including GeekNe…
|
— | ||||||||
| 54449 |
Freelance MCP Server
Claim
An AI-powered freelance platform aggregator that helps users find gigs, generat…
|
— | ||||||||
| 54450 |
jira-mcp-server
Claim
Enables Claude AI and other MCP clients to interact with Jira Server/Data Cente…
|
— | ||||||||