MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34451 |
Academic peer-review, research-gap finding, journal recommender, and article wr…
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| 34452 |
Yahoo Finance MCP Server
Claim
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
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| 34453 |
An MCP server that enables interaction with Linear.app's API for issue tracking…
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| 34454 |
mcpBPMSoft
Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
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| 34455 |
ARC MCP Server
Claim
A Node.js server that hosts AI agents and manages integrations with various dat…
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| 34456 |
ChurchSuite Bookings MCP
Claim
Enables querying ChurchSuite bookings, resources, ministries, and serving patte…
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| 34457 |
MiniMax MCP Server
Claim
Provides MCP tools for MiniMax Token Plan quota queries, web searches, image un…
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| 34458 |
Enables MCP clients to run multi-model deliberation (Fusion) via background job…
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| 34459 |
easyeda-mcp-pro
Claim
Production-grade MCP server for EasyEDA Pro that enables AI-assisted hardware d…
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| 34460 |
Azure DevOps MCP Server
Claim
Brings on-premises Azure DevOps Server (including TFVC) to AI assistants with 4…
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| 34461 |
Talk to Figma MCP
Claim
Enables AI agents to directly control Figma Desktop via MCP, supporting UI crea…
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| 34462 |
agent-hub
Claim
A private message hub that allows multiple Claude Code instances to communicate…
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| 34463 |
ogforge-api
Claim
Free Open Graph image generator API with themes, Lucide icons, and custom layou…
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| 34464 |
kungfu-mcp
Claim
A humorous MCP server that catalogs martial-arts factions and narrates sparring…
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| 34465 |
AI Impact MCP
Claim
Estimates the environmental footprint of your AI use — energy (kWh), miles driv…
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| 34466 |
FourTrader MCP Server
Claim
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
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| 34467 |
An AI agent system that monitors manufacturing equipment health using the Model…
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| 34468 |
GitLab MCP Server
Claim
A Model Context Protocol (MCP) server for GitLab integration, written in TypeSc…
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| 34469 |
Tax comparison, DCF valuation, unit economics, P&L forecast across 8 jurisdicti…
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| 34470 |
Convert PDF bank statements into transactions that arrive with a pass/fail reco…
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| 34471 |
AdMob MCP Server
Claim
Exposes the Google AdMob API as MCP tools for managing AdMob accounts, generati…
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| 34472 |
sample-mcp
Claim
A sample MCP server built with NestJS and TypeScript, demonstrating a ping tool…
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| 34473 |
SIEX
Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
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| 34474 |
ZERNO Lite MCP Server
Claim
Secure remote MCP server for giving AI agents access to ZERNO project briefs, t…
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| 34475 |
mcp-mediachips
Claim
Provides CRUD tools to manage media, tags, playlists, marks, and settings via t…
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| 34476 |
ApexVol MCP Server
Claim
Provides natural language access to ApexVol's options analytics platform, enabl…
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| 34477 |
JEFit MCP Server
Claim
Enables analysis and retrieval of JEFit workout data through natural language. …
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| 34478 |
idea-reality-mcp
Claim
Pre-build reality check for AI coding agents — searches 5 real databases (GitHu…
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| 34479 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 34480 |
3DP MCP Server
Claim
Enables Claude to create 3D-printable CAD models using build123d, with tools fo…
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| 34481 |
rag-mcp-server
Claim
Enables Claude Code to index and semantically search through PDFs, code, and do…
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| 34482 |
A TypeScript MCP server that exposes OPC UA read access through server-side aut…
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| 34483 |
Electron Stagewright
Claim
Drive, inspect, and assert on real Electron desktop apps from an AI agent — age…
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| 34484 |
UnityBridge-MCP
Claim
Normalizes heterogeneous trade data (FIX, JSON, CSV) into a unified schema and …
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| 34485 |
kysigned-mcp
Claim
Enables management of e-signature envelopes — create, check status, list, send …
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| 34486 |
Dreamlit
Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
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| 34487 |
Air-gapped Markdown/PDF to Word converter with brand templates and audit loggin…
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| 34488 |
VibeMCP
Claim
Token-optimized unified MCP server for Gmail and Microsoft 365, enabling email,…
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| 34489 |
interview-prep-mcp
Claim
An open-source Python MCP server for AI-assisted interview preparation.
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| 34490 |
A local MCP server that connects to a Chrome extension to enable AI agents to c…
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| 34491 |
weather-mcp-server
Claim
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| 34492 |
ragalgo-mcp-server
Claim
Get daily, noise-free market insights for Korean stocks and crypto with scored …
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| 34493 |
media-mcp
Claim
MCP server enabling interaction with Twitter, YouTube, Instagram, and video pro…
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| 34494 |
google-workspace
Claim
Enables interaction with Google Workspace (Drive, Docs, Sheets, Gmail) via MCP …
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| 34495 |
ansa-mcp
Claim
An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, …
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| 34496 |
Agent Construct
Claim
A standardized MCP server implementation that provides AI models with dynamic t…
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| 34497 |
11agents Cloud MCP
Claim
Cloud MCP for project data, analytics, research, content planning, media genera…
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| 34498 |
openzim-mcp
Claim
MCP server for reading and searching ZIM archives, optimized for single-user de…
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| 34499 |
Env Validator
Claim
An MCP (Model Context Protocol) server that inspects your local development env…
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| 34500 |
dsadare
Claim
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