MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33946
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45001
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
— ○ ⏳ — — — — — —
45002
pipeworx-io
mcp-hibp Claim
Enables users to query Have I Been Pwned data classes and check breaches via Pi…
— ○ ⏳ — — — — — —
45003
atharvpatwardhan
Enables natural language-powered ETL workflows using Airflow, AWS Glue, Athena,…
— ○ ⏳ — — — — — —
45004
cordfuse
Enables encoding 100+ barcode symbologies and decoding common 1D/2D formats, pl…
— ○ ⏳ — — — — — —
45005
Aditya69505
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
— ○ ⏳ — — — — — —
45006
qompassai
Fathom Claim
Reverse-engineering tools for agents over MCP/A2A, with evidence-carrying findi…
— ○ ⏳ — N/A N/A — — —
45007
AlexanderWillner
things-mcp Claim
A CLI MCP server for Things 3, enabling programmatic access to todos and projec…
— ○ ⏳ — N/A N/A — — —
45008
moyohussein
Enables AI models to interact with YouTube content through 18 MCP tools for vid…
— ○ ⏳ — — — — — —
45009
olamide226
Private MCP server for managing Gmail, custom IMAP/SMTP email, Slack notificati…
— ○ ⏳ — N/A N/A — — —
45010
cma0232
An MCP server that runs parallel AI agents to analyze React components for perf…
— ○ ⏳ — N/A N/A — — —
45011
auspham
Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save…
— ○ ⏳ — N/A N/A — — —
45012
Srajangpt1
A lightweight MCP server for security reviews that injects security requirement…
— ○ ⏳ — — — — — —
45013
danielcamposramos
respec-mcp Claim
A stdio MCP server that wraps ReSpec rendering with repo-local profiles, enabli…
— ○ ⏳ — N/A N/A — — —
45014
damupi
This MCP server provides LLMs with programmatic access to Google Search Console…
— ○ ⏳ — — — — — —
45015
Agentline Claim 1
Phone numbers, SMS, 2FA capture, voice calls, and email for AI agents.
— ○ — N/A N/A — 69 —
45016
Zeus-Deus
omarchy-mcp Claim
Enables semantic search over Omarchy, Arch Linux, and Hyprland documentation, a…
— ○ ⏳ — N/A N/A — — —
45017
runpod
RunPod Claim
Manage your RunPod cloud resources directly through an MCP-compatible client. C…
— ○ ⏳ — N/A N/A — 95 —
45018
DolphinQuant
echolon Claim
A Python backtest framework for futures research, designed from the start to be…
— ○ ⏳ — N/A N/A — — —
45019
dmclain
uv-mcp Claim
Enables LLMs to manage Python environments and dependencies via uv, supporting …
— ○ ⏳ — N/A N/A — — —
45020
Muqaram0
Provides structured pentesting methodology knowledge base with 7 read-only tool…
— ○ ⏳ — — — — — —
45021
TiGRoNdev
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
— ○ ⏳ — N/A N/A — — —
45022
luizrodrigues034
mcp-sing Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
— ○ ⏳ — N/A N/A — — —
45023
Auxin-io
nyc-friend Claim
— ○ ⏳ — N/A N/A — 95 —
45024
BWB03
MCP server for Amazon product monitoring via the Keepa API, providing 18 tools …
— ○ ⏳ — — — — — —
45025
99rig
A Django MCP server that exposes tools and resources to AI agents using simple …
— ○ ⏳ — — — — — —
45026
leolobato
Enables LLM agents to control Bambu Lab 3D printers via the bambu-gateway HTTP …
— ○ ⏳ — N/A N/A — — —
45027
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
— ○ ⏳ — — — — — —
45028
Astrotomic
Archivist AI Claim
Official remote MCP server for Archivist AI TTRPG campaign memory: characters, …
— ○ ⏳ — — — — — —
45029
andreapede
MCP server for searching and retrieving Magic: The Gathering card information v…
— ○ ⏳ — N/A N/A — — —
45030
IsaiahDupree
MCP connector for Apple Reminders — search, create, complete, and edit via your…
— ○ ⏳ — — — — — —
45031
Stealth-Labs-LTD
Provides access to 27 UK government data sources and services, enabling queries…
— ○ ⏳ — — — — — —
45032
TokDar2410621
Gridar Claim
SEO toolkit for Quebec sites: audits, Google.ca rankings, keywords, AI-search v…
— ○ ⏳ — — — — — —
45033
stolostron
A Model Context Protocol server that enables AI applications to interact with J…
— ○ ⏳ — N/A N/A — — —
45034
Jwrede
tokentoll Claim
Scan codebases for LLM API calls and estimate monthly costs. Compare costs betw…
— ○ ⏳ — N/A N/A — — —
45035
luis.ticas1
vsfclub1 Claim
— ○ ⏳ — N/A N/A — 95 —
45036
Rachidhssin
A secure MCP server that gives AI coding assistants direct access to the shadcn…
— ○ ⏳ — N/A N/A — — —
45037
MyAI4
Provides AI coding agents with persistent, traceable memory across projects by …
— ○ ⏳ — N/A N/A — — —
45038
benzin8
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
— ○ ⏳ — N/A N/A — — —
45039
seven-hills-software
Enables querying Shopify App Store intelligence including 17,000+ apps, 829,000…
— ○ ⏳ — — — — — —
45040
agentkitai
AgentLens Claim
Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agent…
— ○ ⏳ — N/A N/A — — —
45041
edkdev
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
— ○ ⏳ — — — — — —
45042
fingersaiofficial
fingers Claim
The honest trust index for x402: check who you're paying before your agent pays.
— ○ ⏳ — — — — — —
45043
ddavidgao
resume-mcp Claim
MCP server for maintaining a professional profile database and generating tailo…
— ○ ⏳ — N/A N/A — — —
45044
api-commons
Enables AI agents to lint API artifacts (OpenAPI, AsyncAPI, Arazzo) and manage …
— ○ ⏳ — N/A N/A — — —
45045
hyperionxmota
Hosted, pay-per-call MCP server for Cook County / Chicago property records — pa…
— ○ ⏳ — — — — — —
45046
waddou
mcp-noticiel Claim
Exposes the Noticiel product manual catalog to AI agents via the Model Context …
— ○ ⏳ — — — — — —
45047 — ○ ⏳ — N/A N/A — 95 —
45048
IlyasKhallouki
hypruse Claim
Computer use for Hyprland: semantic desktop state over IPC, plus vision and nat…
— ○ ⏳ — N/A N/A — — —
45049
HuangGoodmanAgency
AI-native corporate gifting & event infrastructure for Fortune 500. 70K product…
— ○ ⏳ — — — — — —
45050
freefish1218
Transform any local file into AI-optimized markdown format for seamless integra…
— ○ ⏳ — N/A N/A — — —
Showing 45001–45050 of 69261 servers
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