MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50851 |
Reflex Docs MCP Server
Claim
Enables searching and retrieving Reflex documentation, including full-text sear…
|
— | ||||||||
| 50852 |
Agent Aggregator
Claim
Aggregates tools from multiple MCP servers, acting as a proxy to provide unifie…
|
— | ||||||||
| 50853 |
vworld-mcp
Claim
Enables to query South Korean cadastral and land information (parcel boundaries…
|
— | ||||||||
| 50854 |
Demonstrates how to develop and run a serverless MCP server using Netlify Funct…
|
— | ||||||||
| 50855 |
uniswap-tx-builder
Claim
A keyless MCP server that builds unsigned Uniswap v3 liquidity-position transac…
|
— | ||||||||
| 50856 |
flipper-ble-mcp
Claim
Drive a Flipper Zero wirelessly over Bluetooth LE from Claude.
|
— | ||||||||
| 50857 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
|
— | ||||||||
| 50858 |
fallclaimpaper-mcp
Claim
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
|
— | ||||||||
| 50859 |
markdown-new-mcp
Claim
Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new…
|
— | ||||||||
| 50860 |
blinkit-mcp
Claim
An API-only MCP server for Blinkit that enables automated shopping on the India…
|
— | ||||||||
| 50861 |
nodespace-mcp
Claim
Enables AI coding assistants to query a local knowledge base for persistent, se…
|
— | ||||||||
| 50862 |
ssh-mcp
Claim
Enables SSH interactive session management through MCP, supporting commands, me…
|
— | ||||||||
| 50863 |
Pexels MCP Server
Claim
Enables searching and retrieving free photos and videos from Pexels using natur…
|
— | ||||||||
| 50864 |
crowe-logic-mcp
Claim
MCP server for the Crowe Logic platform, enabling mycology expertise chat, cult…
|
— | ||||||||
| 50865 |
graphdo-ts
Claim
Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
|
— | ||||||||
| 50866 |
@mcpengine/etsy
Claim
Comprehensive MCP server for the Etsy API v3, providing 50+ tools to manage lis…
|
— | ||||||||
| 50867 |
MCP LLDB Server
Claim
Enables AI assistants to start and manage LLDB debugging sessions, including lo…
|
— | ||||||||
| 50868 |
mac-cua
Claim
An open-source MCP server for macOS that lets AI control desktop apps in the ba…
|
— | ||||||||
| 50869 |
BioE234 MCP Starter
Claim
Framework for building bioengineering automation tools that AI assistants can c…
|
— | ||||||||
| 50870 |
kappa-eeg-checker-mcp
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
|
— | ||||||||
| 50871 |
Drives a real Chromium browser with Playwright, providing a live, clickable vie…
|
— | ||||||||
| 50872 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
|
— | ||||||||
| 50873 |
fast-paddleocr-mcp
Claim
Extracts text from images using PaddleOCR and outputs results in markdown forma…
|
— | ||||||||
| 50874 |
android-docs-mcp
Claim
An MCP server that gives AI agents direct access to developer.android.com — sea…
|
— | ||||||||
| 50875 |
toshl-mcp-server
Claim
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
|
— | ||||||||
| 50876 |
mcp-eureka
Claim
MCP server that provides access to Polish individual tax interpretations (KIS) …
|
— | ||||||||
| 50877 |
shelf-mcp
Claim
|
— | ||||||||
| 50878 |
golive-mcp
Claim
Enables AI agents to deploy code to any hosting provider by creating PRs, build…
|
— | ||||||||
| 50879 |
Repository Manager
Claim
A production-grade MCP server for managing git projects, offering dynamic tool …
|
— | ||||||||
| 50880 |
tikz-mcp
Claim
Compiles TikZ code into high-resolution PNG images, enabling AI assistants to r…
|
— | ||||||||
| 50881 |
npm-registry-mcp
Claim
Grants AI agents real-time access to the NPM registry, enabling package metadat…
|
— | ||||||||
| 50882 |
OBTO
Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
|
— | ||||||||
| 50883 |
safe-migrations-mcp
Claim
An MCP server that acts as a gatekeeper for database and configuration changes,…
|
— | ||||||||
| 50884 |
easy-equities-mcp
Claim
An MCP server that enables querying Easy Equities and Satrix investment account…
|
— | ||||||||
| 50885 |
Cassini Mission Plan MCP
Claim
A read-only MCP server over the Cassini-Huygens mission dataset exposing tools …
|
— | ||||||||
| 50886 |
Bing Webmaster Tools MCP
Claim
Enables to interact with the Bing Webmaster Tools API for managing sites, URLs,…
|
— | ||||||||
| 50887 |
metabase-mcp-server
Claim
Enables interaction with Metabase through its API, allowing users to list cards…
|
— | ||||||||
| 50888 |
code-review-mcp
Claim
An MCP server for automated code review of GitHub pull requests. It checks secu…
|
— | ||||||||
| 50889 |
ERPNext MCP Server
Claim
Integrates with ERPNext/Frappe API to enable AI assistants to create, read, upd…
|
— | ||||||||
| 50890 |
datetime
Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
|
— | ||||||||
| 50891 |
Antom MCP Server
Claim
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
|
— | ||||||||
| 50892 |
Nosana MCP Agent
Claim
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
|
— | ||||||||
| 50893 |
justserpapi-mcp
Claim
Enables AI assistants to search Google, Maps, Trends, and other web data throug…
|
— | ||||||||
| 50894 |
tell-ai-ui-critic
Claim
An MCP server that captures rendered UI, diagnoses design tells and consistency…
|
— | ||||||||
| 50895 |
journal-rag
Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
|
— | ||||||||
| 50896 |
tachy
Claim
A self-hosted knowledge engine that enables Claude Code to fetch, analyze, and …
|
— | ||||||||
| 50897 |
Open Context
Claim
AI context management for codebases – enables Claude Code to read, search, and …
|
— | ||||||||
| 50898 |
SEO Content Analysis MCP
Claim
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
|
— | ||||||||
| 50899 |
World Cup 2026
Claim
Provides a tool to retrieve today's 2026 FIFA World Cup matches, including team…
|
— | ||||||||
| 50900 |
Databricks MCP Server
Claim
Enables AI agents to explore Unity Catalog metadata, execute SQL queries, and a…
|
— | ||||||||