MCP Server Quality Scores
Independent quality analysis of 69365 public MCP servers
Last updated 2 hours, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40001 |
WEATHGARDS
Claim
Exposes MCP tools that enable remote LLMs to query local Docker containers, OS …
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| 40002 |
AEP MCP Server
Claim
Two MCP servers that give Claude and any MCP-compatible client natural-language…
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| 40003 |
clean-process-ended
Claim
Local MCP server for safe inspection and dry-run cleanup of leftover subprocess…
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| 40004 |
SportsQuant MCP Server
Claim
Provides AI agents with professional-grade tools for expected value calculation…
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| 40005 |
musicbrainz-mcp
Claim
MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…
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| 40006 |
reddit_mcp
Claim
A Model Context Protocol server for reading public Reddit data and posting auth…
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| 40007 |
MCP server that provides 46 tools for managing Yandex Webmaster API v4, enablin…
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| 40008 |
nvda-cpi-watch
Claim
MCP server for fetching NVDA earnings and US CPI data, including historical val…
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| 40009 |
lawyer-mcp
Claim
Enables searching Korean court auction cases and personal case information via …
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| 40010 |
sample-mcp
Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
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| 40011 |
leave_manager
Claim
Enables natural-language-based employee leave management including leave balanc…
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| 40012 |
gorgias-mcp
Claim
Enables AI agents to manage Gorgias support tickets: list open tickets, read co…
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| 40013 |
Code-MCP
Claim
Turns AI assistants into full-stack software engineers with 36 tools for cognit…
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| 40014 |
notification-ai-mcp
Claim
notification-ai-mcp MCP server by MEOK AI Labs
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| 40015 |
agent-messaging
Claim
Enables asynchronous messaging between AI agents, including sending messages, p…
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| 40016 |
AgentLayer MCP Server
Claim
Provides real-time AI infrastructure data including LLM costs, model benchmarks…
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| 40017 |
Provides a standardized interface for interacting with Coda's tools and service…
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| 40018 |
fh6-tuner
Claim
An MCP server that analyzes Forza Horizon 6 telemetry to provide AI-driven tuni…
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| 40019 |
contract-risk-analyzer
Claim
Analyzes financial contract PDFs to extract clauses, flag risk terms, and compa…
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| 40020 |
Hermes MCP Server
Claim
Enables AI clients to communicate with Hermes messaging middleware in real-time…
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| 40021 |
Trading 212 MCP Server
Claim
Exposes Trading 212 trading account, instruments, orders, history, and pies as …
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| 40022 |
Weather MCP Server
Claim
A Model Context Protocol server that provides real-time weather alerts and fore…
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| 40023 |
MeuralMCP
Claim
Provides MCP tools for coding agents to inspect and control Meural Canvas devic…
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| 40024 |
DatabricksMCP
Claim
A production-ready MCP server template with example tools for health check and …
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| 40025 |
Sato Kit
Claim
Prepare -> execute for onchain agent actions: policy pre-flight, simulation, re…
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| 40026 |
Databricks MCP
Claim
Enables management of Unity Catalog resources (catalogs, schemas, tables) and e…
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| 40027 |
geup-ddong-seoul-mcp
Claim
MCP server for finding nearby public toilets in Seoul, with real-time open stat…
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| 40028 |
airspeed-mcp
Claim
Remote MCP server that exposes Airspeed/Glyphic call data to Claude web, enabli…
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| 40029 |
OpenWebhook
Claim
Inspect webhooks from Cursor or Claude. No account needed. Pro adds permanent s…
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| 40030 |
Odoo MCP Server
Claim
Full-featured MCP connector for Odoo ERP via XML-RPC, enabling natural language…
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| 40031 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 40032 |
psamvault-mcp
Claim
MCP server for psamvault — lets AI agents use your stored credentials without e…
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| 40033 |
mcp-nextjs-evolution-api
Claim
An example MCP server using mcp-handler to integrate MCP tools, prompts, and re…
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| 40034 |
music21-mcp
Claim
Exposes 16 music21 MIDI analysis and editing tools to AI agents, enabling them …
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| 40035 |
originality-mcp
Claim
MCP server for Originality.ai that provides tools for AI detection, plagiarism …
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| 40036 |
salesforce-mcp
Claim
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
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| 40037 |
사장님 머니핏 (MoneyFit)
Claim
Analyzes government support program announcements and business profiles to dete…
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| 40038 |
PersonalKnowledgeMCP
Claim
A household knowledge base MCP server that stores family information like warra…
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| 40039 |
i18next MCP Server
Claim
Enables AI assistants to manage i18next translation files, including adding key…
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| 40040 |
Enables AI assistants to assess a small business's AI readiness (0–100 score), …
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| 40041 |
DepsGuard MCP
Claim
AI-powered dependency vulnerability and breaking change analyzer that scans dep…
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| 40042 |
Mattermost MCP Server
Claim
MCP server for Mattermost with 19 tools to manage channels, messages, search, d…
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| 40043 |
Screen Vision MCP Server
Claim
Enables Claude to capture screenshots, watch your screen in real-time, read tex…
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| 40044 |
Lens
Claim
MCP server for visual feedback, video direction, and QA assertions on web pages…
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| 40045 |
VoxelForge
Claim
A voxel editor with MCP bridge enabling AI agents to create and edit 3D models,…
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| 40046 |
Tally MCP Server
Claim
Lightweight Node MCP server that enables querying Tally product and category da…
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| 40047 |
PrintQueueApp MCP Server
Claim
Enables managing a print queue for office documents via a WinUI GUI, supporting…
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| 40048 |
Hive Wallet
Claim
HiveWallet MCP Server
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| 40049 |
local-browser-mcp-server
Claim
Enables browser automation (navigation, screenshots, clicking, typing) and AI i…
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| 40050 |
Provides access to Ontario open government data through the CKAN API, enabling …
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