MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39501 |
Apple MCP Tools
Claim
A collection of tools that enable AI assistants to interact with Apple applicat…
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| 39502 |
Weather MCP Server
Claim
Provide real-time weather information and forecasts to your applications. Enabl…
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| 39503 |
atlaspi
Claim
Historical geography for AI agents: polities, GeoJSON borders, chains & events,…
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| 39504 |
Human For AI
Claim
Hire a real human for real-world verification, product testing, AI output revie…
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| 39505 |
Remote Server MCP
Claim
A security-first MCP server that gives AI assistants controlled, safe access to…
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| 39506 |
wolfe-jam
Claim
One IANA-registered format. 3 MCP servers.
Pick your lane. …
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| 39507 |
Conversor IAE-CNAE
Claim
The first fiscal MCP server for Spain: IAE/CNAE 2025, AEAT modelos, IRPF/IVA, R…
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| 39508 |
Homespun
Claim
Deploy a multi-user web app from your agent: hosting, auth, database, and permi…
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| 39509 |
Train in Silence
Claim
Enables users to describe their LLM fine-tuning job once and get the cheapest, …
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| 39510 |
Lark MCP Server
Claim
Enables AI models to send messages to Lark users and manage calendar events (li…
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| 39511 |
LimaCharlie MCP
Claim
A local MCP server for the LimaCharlie security platform that provides investig…
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| 39512 |
MCP-AWS
Claim
Enables AI agents to provision and terminate AWS EC2 instances using natural la…
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| 39513 |
Fragrance & perfume MCP: search fragrances, notes, accords, brands, perfumers, …
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| 39514 |
MikroTik MCP Server
Claim
MCP server for MikroTik RouterOS with multi-router support, environment-based a…
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| 39515 |
attestify-os
Claim
Governed agent execution: x402 payments, budgets, receipts, verification, and a…
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| 39516 |
Agent8 MCP Server
Claim
Provides tools for searching Agent8 game development code examples and system p…
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| 39517 |
Weather data, forecast API, climate data, historical weather, alerts, agricultu…
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| 39518 |
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
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| 39519 |
mcp_test
Claim
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| 39520 |
Enables searching and fetching Claude and Anthropic documentation with intellig…
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| 39521 |
dtrack-mcp
Claim
MCP server that connects Claude to Dependency-Track for natural language vulner…
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| 39522 |
mcp-sing
Claim
Enables reproduction of identical handwritten signatures on a NextDraw 8511 pen…
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| 39523 |
EU Mobility Package compliance — EU 561/2006 drivers' hours, 4-week return-to-b…
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| 39524 |
markdown-formatter
Claim
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
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| 39525 |
Legalithm
Claim
EU AI Act compliance in your editor.Classify risk, cite obligations, draft Arti…
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| 39526 |
Enables deploying, managing, and monitoring OpenWebUI instances on the Railway …
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| 39527 |
kr-gov-job-mcp
Claim
This MCP server helps users prepare for Korean public institution jobs by integ…
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| 39528 |
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
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| 39529 |
OmniSignal
Claim
Live market intelligence & AI content strategy: trends, competitor moves, conte…
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| 39530 |
OpenAI Image Generator
Claim
Generate images dynamically using the OpenAI gpt-image-1 model. Enhance your ap…
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| 39531 |
MCP Novel Game Server
Claim
A novel game server supporting multi-branch visual novel scenarios in English a…
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| 39532 |
copilot-mcp
Claim
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, sco…
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| 39533 |
TradePilot MCP Server
Claim
A production-grade MCP server that integrates Polygon.io market data with an 18…
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| 39534 |
the-designer
Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
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| 39535 |
empresa-mcp-demo
Claim
Demonstration MCP server for Claude Team integration, enabling querying of samp…
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| 39536 |
todo-mcp-server
Claim
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
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| 39537 |
http-inspector
Claim
HTTP Inspector MCP Server enables sending arbitrary HTTP requests, viewing hist…
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| 39538 |
mcp-starter-kit
Claim
A starter kit for creating a read-only MCP server that lets AI assistants acces…
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| 39539 |
mcp-fleet-worker
Claim
Spawn headless OpenCode workers on cheap models to delegate expensive tool-usin…
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| 39540 |
A persistent, cross-session knowledge base for AI agents that indexes session h…
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| 39541 |
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
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| 39542 |
rucio-mcp
Claim
A community-maintained MCP server for Rucio that provides secure OAuth-based ac…
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| 39543 |
LocalDocs MCP
Claim
Creates a local database of indexed technical documentation from web crawls and…
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| 39544 |
A TypeScript-based MCP server that provides weather information through resourc…
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| 39545 |
Opera DevTools MCP
Claim
Enables AI coding assistants to control and inspect a browser via DevTools, wit…
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| 39546 |
ServalSheets
Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
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| 39547 |
CLAWD Wallet
Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
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| 39548 |
Never Ask Twice
Claim
Enterprise support memory agent that remembers customer context across sessions…
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| 39549 |
TasteMaker
Claim
Pull your TasteMaker brand kit + generated Agent Skill into your coding tool. R…
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| 39550 |
ticktick-mcp
Claim
MCP server for TickTick — create, update, complete, move, and filter tasks (plu…
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