MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54551
molpass
mcp-bible Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
N/A N/A
54552
kremdigital
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
54553
NickoScope
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
N/A N/A
54554
AdityaDREXEL
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
54555
yama662607
inbox-mcp Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
N/A N/A
54556
domdanao
Enables AI agents to access Magpie Payment Platform APIs for processing payment…
N/A N/A
54557
AgentBridge-Lab
AI agents can search and match Korean space, aerospace, and defense R\&D suppor…
54558
ForgeHQ-Agents
Enables reading Apple App Store customer reviews, publishing developer response…
54559
rfbatista
MCP server for managing product documentation as markdown files. Supports creat…
N/A N/A
54560
sqlew-io
sqlew Claim
Stores architectural decisions in a SQL database for persistent AI agent memory…
54561
charlesmooredev
This MCP server enables Claude to speak summaries, announcements, and explanati…
N/A N/A
54562
Hakureirm
bird-id-mcp Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
N/A N/A 95
54563
barrettclark
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
N/A N/A
54564
reactiongears
MCP server that analyzes TTS audio recordings, providing transcription, quality…
N/A N/A
54565
harryvaldez
Enables read-only querying and diagnostics for dual SQL Server 2019 instances w…
N/A N/A
54566
AiAgentKarl
MCP server for Open Food Facts, enabling food product lookup by barcode, search…
54567
shea256
@aiiq/mcp Claim
Enables querying AI model IQ, rankings, benchmarks, and methodology from any MC…
54568
DrDustinEdwards
Capsid Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
54569
anass319
Enables interaction with Shopify store data via the GraphQL Admin API for manag…
81
54570
curious-bigcat
Enables querying ecommerce data (customers, products, orders, reviews) using na…
54571
RenoLu
mcp-poc Claim
A minimal MCP server with four tools (add, greet, text_stats, divide) demonstra…
N/A N/A
54572
TLDart
EUVD-MCP Claim
MCP server for the European Union Vulnerability Database (EUVD) maintained by E…
54573
Difz25x
MCP server for controlling and reverse engineering Roblox games, providing 132 …
N/A N/A
54574
kamath
zomato Claim
N/A N/A 95
54575
Impa-Ventures
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
54576
HypaSMarty
Enables AI agents to interact with Eclipse SUMO traffic simulations, automating…
N/A N/A
54577
leedonwoo2827-ship-it
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
N/A N/A
54578
fabioff30
Provides AI models with direct access to official IBGE Censo 2022 and PIB data …
N/A N/A
54579
VVi3ard
1c-buddy-mcp Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
N/A N/A
54580
vtmade
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
N/A N/A
54581
rileylsmith1997
An MCP server that reports on and manages systemd services using systemctl and …
N/A N/A
54582
meob
Euclid-MCP Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
N/A N/A
54583
FreelexHo
power-bi-mcp Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
54584
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
54585
wilson-urdaneta
A Stockfish-powered chess engine exposed as an MCP server using FastMCP. Calcul…
N/A N/A
54586
stackblaze
milvus-mcp Claim
MCP server for Milvus vector database enabling vector search, text search, and …
54587
TCMPP-Team
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
N/A N/A
54588
DailyNoBug
A human-in-the-loop browser MCP server that pauses for user actions like login …
N/A N/A
54589
arcframe-ai
arcframe-mcp Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
54590
ncbo
A Model Context Protocol (MCP) server for interacting with the BioPortal API to…
N/A N/A
54591
JesseGdotIO
Enables AI agents to call deterministic finance and quant APIs (e.g., DCF, Blac…
54592
MarioAderman
Provides structured tool access to Mario's portfolio data including skills, pro…
54593
oh-namgyu
Static codebase analysis as MCP tools — give AI coding agents a map of your rep…
N/A N/A
54594
pipeworx-io
Provides access to the USGS Earthquake Catalog for querying earthquake events v…
54595
tsdevstack
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
N/A N/A
54596
earchibald
A state persistence layer that enables seamless handoffs between different AI c…
N/A N/A 95
54597
pkurri-gamezone
This server enables AI assistants to directly control the Unity Editor via MCP,…
N/A N/A
54598
sebazai
faceit-mcp Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
54599
universal-mcp
Provides a standardized interface for interacting with OpenAI's tools and servi…
54600
urantia-hub
Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4…
Showing 54551–54600 of 67226 servers