MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33351
SamDreamsMaker
Control Unity Editor from AI agents. 200+ MCP tools for GameObjects, Scenes, As…
N/A N/A
33352
daedalus
MCP-compatible LLM gateway that proxies completion requests.
N/A N/A
33353
Agentic commerce MCP: live Shopify catalog + inventory + AI citation measurement
33354
borski
AI-powered travel hacking with points, miles, and award flights. Drop-in skills…
N/A N/A
33355
skipmiller
Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migr…
N/A N/A
33356
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
33357
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
33358
juanamillo-1duz
DevSpeak Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
81
33359
neovasky
A GitHub integration for Claude Desktop that provides access to GitHub features…
81
33360
euclid
Euclid Claim
AI models do not calculate. They predict the most probable next token. When the…
33361
Book appointments with service providers on booboooking.com — no token required.
67
33362
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
33363
ailenshen
Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite …
N/A N/A
33364
nicolasgalvez
Exposes WAI-ARIA Authoring Practices Guide (APG) patterns, providing narratives…
33365
Track large on-chain whale transactions on Ethereum and Base. x402 micropayment.
33366
swarmclawai
swarmvault Claim
Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with M…
N/A N/A
33367
Pairs Claude Code with Google's Gemini AI for complementary code analysis, enab…
33368
@ZhaoDiankui
mariadb-mcp Claim
N/A N/A 95
33369
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
33370
joaopedro17
qa-mcp Claim
An MCP server that enables Claude to create and manage TestRail test cases dire…
33371 N/A N/A 95
33372
huiseo
Enables LLMs to interact with Outline wiki for document management, search, col…
81
33373
Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube …
33374
daxonet
Exposes Redmine data to MCP clients through OAuth 2.1 authentication, enabling …
33375
Pipedrive Claim
Pipedrive MCP Pack — wraps the Pipedrive REST API v1
33376
mova-compact
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
N/A N/A
33377
fetchSERP
A Model Context Protocol server that provides AI assistants with access to Fetc…
81
33378
nielsvbrecht
An MCP server that enables natural language interaction with the MeteoControl V…
33379
ehddk6-cyber
Connects AI models to real-time search and inventory data for major South Korea…
Showing 33351–33379 of 33379 servers
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