MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52701
bertshim
Enables interaction with MySQL databases through MCP tools for querying table s…
81
52702
MCP server for interacting with Sophos Central APIs, providing 255 tools for ma…
N/A N/A
52703
AlexAI-MCP
Enables querying a plant knowledge graph for companion planting, climate suitab…
52704
This MCP server provides LLMs with programmatic access to Google Search Console…
N/A N/A
52705
Converts meeting transcripts, text inputs, and images into structured Azure Dev…
N/A N/A
52706
rodkinal
Enables MCP-compatible applications to execute CrowdStrike NGSIEM security even…
N/A N/A
52707
pob2-mcp Claim
An MCP server that enables Claude to analyze, modify, and optimize Path of Exil…
N/A N/A
52708
MCP server for comprehensive WordPress site audits on WP Engine, providing tool…
N/A N/A
52709
Spacemandomains
Library Claim
Search and discover 25,000+ MCP servers across all major registries. Connect an…
52710
lianggaoyuan
GitBranchMCP Claim
A local-first MCP server for AI programming branch notes and mainline decision …
N/A N/A
52711
aitesthaj
Enables AI models to securely control remote Linux servers via SSH for command …
81
52712
CSOAI-ORG
Validate NHS General Ophthalmic Services (GOS) claims pre-submission. Catches e…
N/A N/A
52713
Enables fetching poker sessions and computing aggregate statistics (profit, win…
N/A N/A
52714
Provides Text-to-Speech (TTS) functionality using Google TTS API, enabling audi…
N/A N/A
52715
trust-mcp Claim
MCP server that enables AI agents to verify each other's trust scores, register…
N/A N/A
52716
kmd Claim
MCP server for structured markdown knowledge vaults that provides validation, F…
N/A N/A
52717
gio.fagherazzi
n8nlibrechat Claim
N/A N/A 95
52718
canvas_mcp Claim
Enables reading and writing Canvas LMS course content using browser session coo…
N/A N/A
52719
Lets you ask Claude questions about your Google Search Console data and get rea…
N/A N/A
52720
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
52721
Enables querying multiple SQL Server, Azure SQL, or Synapse databases through a…
52722
ContextBank Claim
ContextBank is a local-first personal context layer that stores links, files, a…
N/A N/A
52723
A template for deploying a remote MCP server on Cloudflare Workers with OAuth l…
N/A N/A
52724
veg-salad
nutanix-mcp Claim
Enables querying Nutanix infrastructure (VMs, hosts, storage, alerts, etc.) usi…
N/A N/A
52725
mcp-spotify Claim
A Model Context Protocol server that enables searching and managing Spotify mus…
N/A N/A
52726
profitpather
Profitpather Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
52727
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
52728
adebayojuwon200-pixel
layergen-mcp Claim
Layergen 3D model generation, retexture, and repair — for Claude Desktop and an…
N/A N/A
52729
In-memory MCP server for cooperative collaboration between separate agents, ena…
52730
yuhuangou
Wordware MCP Claim
A Master Control Program server that allows developers to run Wordware AI flows…
N/A N/A 95
52731
devnullvoid
mcp-ssh-tmux Claim
A high-performance MCP server that manages persistent SSH sessions via a local …
N/A N/A
52732
brewek
Enables LLMs to fetch game prices, historical lows, and bundles from gg.deals.
52733
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
52734
childrentime
reactuse Claim
MCP server for the [ReactUse](https://reactuse.com) library — 110+ React Hooks …
N/A N/A
52735
esteban.job
test Claim
N/A N/A 95
52736
sfls1397
Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on …
N/A N/A 95
52737
davidmosiah
Local-first TikTok Content Posting API for AI agents: OAuth checks, dry-run and…
N/A N/A
52738
aestheticfunction
ds-mcp Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
N/A N/A
52739
Enables AI assistants to interact with NixOS development tools, manage builds, …
N/A N/A
52740
nvim-mcp Claim
Make Neovim feel like Cursor. This MCP server gives an agent full control over …
N/A N/A
52741
A modular Python toolkit exposing chemical engineering calculations (thermodyna…
52742
ARIA Claim
Autonomously researches any topic: searches web, scrapes sources, extracts insi…
N/A N/A
52743
Inspects and debugs Solana transactions, accounts, Anchor IDLs, errors, and PDA…
52744
boring
boring Claim
Automate planning, implementation, and verification of code across your project…
N/A N/A 95
52745
Provides AI agents with tools to interact with the Revolut X crypto exchange fo…
N/A N/A
52746
me-db Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
52747
Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes…
N/A N/A
52748
A Model Context Protocol server that exposes DuckDuckGo web and image search to…
52749
hosseinzahed
Enables users to access, search, and get recommendations from AWS documentation…
81
52750
janwilmake
x-crm-mcp Claim
N/A N/A 95
Showing 52701–52750 of 54421 servers