MCP Server Quality Scores

Independent quality analysis of 58073 public MCP servers

58073
Discovered
29856
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57701
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
N/A N/A 95
57702
souldriver007
Provides Claude Desktop with persistent, structured memory and semantic search …
N/A N/A
57703
quyensatoru
Enables AI to automatically perform Root Cause Analysis for app issues (e.g., s…
57704
rakesh1002
namemyapp Claim
Buy and manage domains end-to-end from inside Claude / ChatGPT / Cursor. The ag…
81
57705
pgiffy
Provide comprehensive 340B drug information and RxNorm API access to enhance dr…
N/A N/A 95
57706
MikeyBeez
Wraps AlphaGeometry2's DDAR engine to prove geometry theorems via symbolic reas…
N/A N/A
57707
Androsh7
Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…
81
57708
TheDecipherist
classmcp Claim
Multi-framework MCP server that enables AI to generate clean, semantic CSS clas…
N/A N/A
57709
mattwagstaff
Australian and New Zealand PII detection and sanitisation for AI agents, using …
N/A N/A
57710
longhz
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
N/A N/A
57711
JhonatanPinheiro
Enables Claude Desktop to interact directly with the Hyperliquid decentralized …
57712
procpalee
Enables Claude to access the Korean Financial Supervisory Service's OpenDART AP…
57713
autoworks-ai
AutoVault Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
57714
cbuntingde
A local-first MCP server for generating production-ready React UI components en…
N/A N/A 95
57715
dylangroos
mongo-mcp Claim
Enables CRUD operations on MongoDB databases and collections, including listing…
57716 N/A N/A 95
57717
Ninjabeam20
sportiq-mcp Claim
MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, …
N/A N/A
57718
wuxiaolong123121
Enforces engineering governance for AI-driven software projects, ensuring state…
57719
srzh20
Bridges Motion's API with LLMs so you can manage tasks, search projects, check …
57720
smithery-ai
Browser automation server that enables interaction with web pages, taking scree…
N/A N/A 95
57721
rafaelldanieli
tentra Claim
N/A N/A 95
57722
codenikhildr
Forgeline Claim
Read-only Modbus TCP monitoring server that exposes safe MCP tools for AI agent…
57723
cutejhy-code
Enables quick deployment of a trending news assistant with multi-channel notifi…
57724
ssjunior
0-mcp Claim
Turns Django models into MCP tools and a REST API from a single class, and can …
81
57725
PPiai
tiktok-mcp Claim
MCP server for TikTok that enables searching videos, users, hashtags, and fetch…
57726
LinkupPlatform
Enables AI assistants and development tools to perform intelligent web searches…
57727
Orcus2021
Enables automated code review and GitHub PR commenting through MCP integration.
N/A N/A
57728
haoylle
winrm-mcp Claim
MCP server for controlling a Windows guest VM over WinRM, enabling PowerShell/C…
N/A N/A
57729
tothienbao6a0
Enables AI agents to extract design systems, analyze components, and maintain d…
N/A N/A
57730
iflow-mcp
Provides AI agents with enterprise-grade access to Kotlin-based Android develop…
57731
prmichaelsen
remember-mcp Claim
Multi-tenant memory system MCP server with vector search, relationships, and tr…
57732
palimkarakshay
abap-mcp Claim
An offline MCP server for SAP ABAP that provides static analysis, ABAP Cloud re…
N/A N/A
57733
lksrz
Your AI discovers and installs MCP servers across Official Registry, Glama, and…
N/A N/A 95
57734
universal-mcp
Enables interaction with E2b's tools and services through a standardized MCP in…
57735
wisesky0
gitlab-mcp Claim
Enables natural language interactions with GitLab via Claude Code, supporting M…
N/A N/A
57736
PPiai
youtube-mcp Claim
MCP server for YouTube Data API v3 enabling video search, channel lookup, trend…
57737
liubinmaster
ctx-gen-mcp Claim
Generates progressive-disclosure code context documentation (L0/L1/L2/L3) for l…
N/A N/A
57738
shivam-singh-au17
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
N/A N/A
57739
CSOAI-ORG
seo-checker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
57740
Amann001
Provides weather alerts and forecasts via MCP tools, supporting both STDIO and …
57741
elemenopyunome
An MCP server that gives AI agents broad control over Unreal Engine 5.7, enabli…
N/A N/A
57742
pintar-team
MCP server for fal model discovery, execution, pricing, and local media process…
N/A N/A
57743
AiAgentKarl
Hive Mind Claim
Swarm intelligence for AI agents, enabling collective decision-making through w…
57744
joewhaley
An MCP server that provides read, label, and draft access to multiple Gmail acc…
N/A N/A
57745
pawanpanpan
serv Claim
N/A N/A 95
57746
dummie21
A lightweight MCP server enabling web search and content fetching via TinyFish …
57747
minhasaatish
An MCP server that lets recruiters and AI assistants explore your profile, skil…
N/A N/A
57748
nerpatech
Enables AI agents to manage Trac projects with full CRUD operations on tickets,…
57749
Pyroxin
A simple MCP server that provides tools for generating unique IDs in several fo…
57750
DegenDoes
Enables querying Tom Osborne's voice-cloned AI agent with a 21,000-article mark…
Showing 57701–57750 of 58073 servers