MCP Server Quality Scores
Independent quality analysis of 66301 public MCP servers
Last updated 1 hour, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65351 |
MCP Security Server
Claim
Enables file operations, npm package management, and configuration checking thr…
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| 65352 |
autodemo
Claim
MCP server that turns any running web app into demo videos, interactive walkthr…
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| 65353 |
govdata-korea
Claim
Cloudflare Workers MCP server: govdata-korea
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| 65354 |
smartrent-mcp
Claim
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via…
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| 65355 |
Alumnx MCP Server
Claim
Provides agricultural intelligence tools for pest/disease lookup, government sc…
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| 65356 |
mcp-data-montgomery
Claim
MCP server providing access to Montgomery County, MD open data through the Socr…
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| 65357 |
agrictech-ai
Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
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| 65358 |
eyeballs
Claim
MCP server for visual monitoring: take screenshots of URLs and detect visual ch…
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| 65359 |
An MCP server that gives any AI assistant eyes and hands on your desktop — scre…
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| 65360 |
langfuse-mcp
Claim
MCP server for Langfuse that lets Claude Code create projects, manage API keys,…
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| 65361 |
Knowledge Base Tools
Claim
Provides AI agents with tools to navigate, search, and manage a hierarchical kn…
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| 65362 |
MCP server for [Karea](https://karea.app) task manager. 44 tools to create, edi…
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| 65363 |
education-mcp
Claim
Generates educational content like quizzes, lesson plans, flashcards, and gradi…
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| 65364 |
voteship
Claim
Manage feature requests, votes, roadmaps, and changelogs from any MCP client.
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| 65365 |
mssql-mcp
Claim
Read-only MCP server for Microsoft SQL Server that retrieves connection details…
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| 65366 |
GitHub MCP Server
Claim
Enables comprehensive interaction with GitHub repositories, including code mana…
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| 65367 |
Smithery AuthKit
Claim
Enable seamless creation and management of authentication workflows for your ap…
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| 65368 |
AI codebase health analysis: dead code, circular deps, coupling, architectural …
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| 65369 |
AgentBodega MCP
Claim
Discover AgentBodega paid data tools, contracts, and x402/L402 HTTP payment han…
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| 65370 |
openrouter-mcp
Claim
Enables AI assistants to consult other AI models via OpenRouter for help with c…
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| 65371 |
Automatically injects development framework context and workflows into Claude c…
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| 65372 |
CreatorDB
Claim
Creator discovery & analytics across YouTube, Instagram, TikTok (30M+) + brand/…
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| 65373 |
Read-first Redis MCP: SCAN key explorer, keyspace/TTL/memory/slowlog stats, DBA…
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| 65374 |
A Model Context Protocol server that enables querying Stack Overflow for progra…
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| 65375 |
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
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| 65376 |
Forge Treasury
Claim
Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent t…
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| 65377 |
evermint-mcp
Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
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| 65378 |
Vextra MCP Server
Claim
A server based on Model Context Protocol that processes and parses design files…
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| 65379 |
token-optimizer
Claim
Reduce LLM API costs via semantic caching, prompt compression, model routing an…
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| 65380 |
BingX MCP Server
Claim
Enables LLM agents to access BingX cryptocurrency exchange market data and exec…
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| 65381 |
gpal
Claim
An MCP server that gives your IDE or agent access to Google Gemini with autonom…
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| 65382 |
Multi-agent literature review: research, peer review, and synthesize grounded r…
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| 65383 |
sex
Claim
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| 65384 |
Automates month-end close reconciliation tasks including bank statement matchin…
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| 65385 |
sendfox-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 65386 |
zoom-summaries
Claim
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
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| 65387 |
mcp-nsa
Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
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| 65388 |
selectel-mcp
Claim
An MCP server that gives an AI agent controlled access to a Selectel cloud acco…
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| 65389 |
secure-harness-mcp
Claim
Verify-and-repair secure-coding harness that generates, hardens, audits, and sc…
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| 65390 |
cloudflare-mcp
Claim
A high-performance MCP server providing AI assistants with read-only access to …
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| 65391 |
GeoScholar
Claim
A multi-source MCP literature search server for geoscience and well-logging wor…
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| 65392 |
Article-published
Claim
MCP server that connects AI clients to a browser extension for extracting artic…
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| 65393 |
StockQuotes MCP
Claim
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
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| 65394 |
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
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| 65395 |
@yawlabs/electron-mcp
Claim
Provides 18 tools for Electron development, including secure IPC scaffolding, s…
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| 65396 |
Darak MCP Server
Claim
Remote MCP server for Saudi real estate data, giving AI assistants access to 65…
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| 65397 |
Discogs MCP Server
Claim
Enables finding the best-sounding pressing of an album and mood- and taste-base…
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| 65398 |
icloud-mcp
Claim
MCP server for iCloud integration, enabling management of calendars (CalDAV), c…
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| 65399 |
MCP Leave Management
Claim
Simulates a leave management workflow for employees and managers, including lea…
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| 65400 |
Food Logger MCP
Claim
Food logging, nutrition summaries, and meal photo calorie and macro estimates.
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