MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54551 |
mcp-bible
Claim
MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
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| 54552 |
Team Vault MCP
Claim
Exposes Team Vault's REST API as MCP tools for AI agents, enabling programmatic…
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| 54553 |
nickol-knx-mcp
Claim
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
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| 54554 |
Enables AI agents to run brand-visibility audits by querying multiple AI engine…
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| 54555 |
inbox-mcp
Claim
A privacy-first MCP server for inbox triage, enabling masked email reading, cal…
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| 54556 |
Magpie MCP Server
Claim
Enables AI agents to access Magpie Payment Platform APIs for processing payment…
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| 54557 |
korea-space-support-mcp
Claim
AI agents can search and match Korean space, aerospace, and defense R\&D suppor…
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| 54558 |
mcp-appstore-reviews
Claim
Enables reading Apple App Store customer reviews, publishing developer response…
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| 54559 |
document-manager-mcp
Claim
MCP server for managing product documentation as markdown files. Supports creat…
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| 54560 |
sqlew
Claim
Stores architectural decisions in a SQL database for persistent AI agent memory…
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| 54561 |
speak-to-me-mcp
Claim
This MCP server enables Claude to speak summaries, announcements, and explanati…
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| 54562 |
bird-id-mcp
Claim
Identifies bird species from images using YOLO detection and ConvNeXt classific…
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| 54563 |
mcp-apple-calendar
Claim
A lightweight MCP server for Apple Calendar on macOS that uses a Swift helper t…
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| 54564 |
tts-audio-mcp
Claim
MCP server that analyzes TTS audio recordings, providing transcription, quality…
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| 54565 |
MCP SQL Server
Claim
Enables read-only querying and diagnostics for dual SQL Server 2019 instances w…
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| 54566 |
openfoodfacts-mcp-server
Claim
MCP server for Open Food Facts, enabling food product lookup by barcode, search…
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| 54567 |
@aiiq/mcp
Claim
Enables querying AI model IQ, rankings, benchmarks, and methodology from any MC…
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| 54568 |
Capsid
Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
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| 54569 |
Shopify MCP Server
Claim
Enables interaction with Shopify store data via the GraphQL Admin API for manag…
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| 54570 |
ECommerce MCP Server
Claim
Enables querying ecommerce data (customers, products, orders, reviews) using na…
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| 54571 |
mcp-poc
Claim
A minimal MCP server with four tools (add, greet, text_stats, divide) demonstra…
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| 54572 |
EUVD-MCP
Claim
MCP server for the European Union Vulnerability Database (EUVD) maintained by E…
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| 54573 |
roblox-mcp-difz
Claim
MCP server for controlling and reverse engineering Roblox games, providing 132 …
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| 54574 |
zomato
Claim
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| 54575 |
hyperliquid-mcp
Claim
Integrates with Hyperliquid DEX to enable trading, account management, and mark…
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| 54576 |
SUMO-MCP-Server
Claim
Enables AI agents to interact with Eclipse SUMO traffic simulations, automating…
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| 54577 |
cardnews-mcp-server
Claim
Converts subtitles or text into a single 1080×1620 infographic card (HTML+PNG) …
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| 54578 |
Natal IBGE MCP Server
Claim
Provides AI models with direct access to official IBGE Censo 2022 and PIB data …
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| 54579 |
1c-buddy-mcp
Claim
Lightweight MCP server for 1C.ai integration, enabling queries, code analysis, …
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| 54580 |
Streams hand-drawn Excalidraw diagrams with smooth viewport camera control and …
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| 54581 |
mcp-systemctl
Claim
An MCP server that reports on and manages systemd services using systemctl and …
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| 54582 |
Euclid-MCP
Claim
MCP server for logical reasoning that turns facts into formal proofs using a de…
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| 54583 |
power-bi-mcp
Claim
Power BI MCP server with device code auth, enhanced refresh (table-level pollin…
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| 54584 |
Sleeper MCP Server
Claim
Enables natural language interaction with Sleeper Fantasy Football API data, al…
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| 54585 |
ChessPal Chess Engine
Claim
A Stockfish-powered chess engine exposed as an MCP server using FastMCP. Calcul…
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| 54586 |
milvus-mcp
Claim
MCP server for Milvus vector database enabling vector search, text search, and …
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| 54587 |
Enables AI assistants to manage TCSAS miniprogram development tasks such as lau…
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| 54588 |
A human-in-the-loop browser MCP server that pauses for user actions like login …
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| 54589 |
arcframe-mcp
Claim
Generate videos, images, audio, and 3D models from any MCP-compatible AI agent …
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| 54590 |
bioportal-mcp
Claim
A Model Context Protocol (MCP) server for interacting with the BioPortal API to…
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| 54591 |
Hermes Plant MCP Server
Claim
Enables AI agents to call deterministic finance and quant APIs (e.g., DCF, Blac…
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| 54592 |
Provides structured tool access to Mario's portfolio data including skills, pro…
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| 54593 |
codebase-context-mcp
Claim
Static codebase analysis as MCP tools — give AI coding agents a map of your rep…
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| 54594 |
usgs-earthquakes
Claim
Provides access to the USGS Earthquake Catalog for querying earthquake events v…
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| 54595 |
@tsdevstack/cli-mcp
Claim
MCP server plugin for the tsdevstack CLI, enabling AI agents to manage infrastr…
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| 54596 |
Amicus MCP Server
Claim
A state persistence layer that enables seamless handoffs between different AI c…
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| 54597 |
Game Studio MCP
Claim
This server enables AI assistants to directly control the Unity Editor via MCP,…
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| 54598 |
faceit-mcp
Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
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| 54599 |
Provides a standardized interface for interacting with OpenAI's tools and servi…
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| 54600 |
Urantia Papers
Claim
Free, open MCP server for The Urantia Papers. 197 papers, 14,500+ paragraphs, 4…
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