MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 7 hours, 4 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19501 |
apple-reminders
Claim
Fast, native macOS Apple Reminders via EventKit. 10-200x faster than AppleScrip…
|
B 82 3⁄3 | ||||||||
| 19502 |
Full-featured Apache Superset MCP server with 135+ tools for dashboards, charts…
|
B 82 4⁄3 | ||||||||
| 19503 |
Enables comprehensive Microsoft Dataverse schema management through the Dataver…
|
B 82 4⁄4 | ||||||||
| 19504 |
AI agent security: prompt injection detection, semantic memory, output scanning…
|
B 82 3⁄3 | ||||||||
| 19505 |
Cloaked headless browser for AI agents — stealth TLS, smart extraction, SPA fal…
|
B 82 3⁄3 | ||||||||
| 19506 |
MCP server for Holded — invoicing, accounting, CRM, projects, and team
|
B 82 3⁄3 | ||||||||
| 19507 |
MCP server that connects AI assistants to your reMarkable tablet, enabling read…
|
B 82 3⁄3 | ||||||||
| 19508 |
Security scanner for MCP servers. Detects backdoors, exfiltration code, obfusca…
|
B 82 3⁄3 | ||||||||
| 19509 |
Semantix-Verify is an MCP server for semantic validation of AI/LLM outputs. It …
|
B 82 3⁄3 | ||||||||
| 19510 |
MCP server for Reddit Ads API v3 enabling campaign management, ad creation, per…
|
B 82 3⁄3 | ||||||||
| 19511 |
An MCP server for the NinjaOne RMM platform, enabling tools to manage devices, …
|
B 82 3⁄3 | ||||||||
| 19512 |
Paper trading simulator for Polymarket — built for AI agents. MCP server, live …
|
B 82 3⁄3 | ||||||||
| 19513 |
A lightweight MCP server that exposes IDA Pro's disassembly, decompilation, and…
|
B 82 3⁄3 | ||||||||
| 19514 |
Playwright E2E test runner with deep debugging— action capture, DOM snapshots, …
|
B 82 3⁄3 | ||||||||
| 19515 |
India-first MCP server for NSE/BSE, fundamentals, analytics, and market researc…
|
B 82 3⁄3 | ||||||||
| 19516 |
Enables AI assistants to access and analyze MonarchMoney personal finance data …
|
B 82 4⁄4 | ||||||||
| 19517 |
Provides comprehensive Discord bot automation with 71 tools for messaging, chan…
|
B 82 4⁄4 | ||||||||
| 19518 |
Claude-powered job fit analyzer that analyzes job fit based on GitHub portfolio…
|
B 82 3⁄3 | ||||||||
| 19519 |
Verifiable action logs for AI agents. Every action is recorded in a SHA-256 has…
|
B 82 3⁄3 | ||||||||
| 19520 |
A fully local persistent memory layer for LLM coding agents (Claude Code, Codex…
|
B 82 3⁄3 | ||||||||
| 19521 |
SEO analysis - meta tags, keywords, links, page speed
|
B 82 3⁄3 | ||||||||
| 19522 |
WeCom (Enterprise WeChat) document operations via MCP: create, read, and edit D…
|
B 82 3⁄3 | ||||||||
| 19523 |
Explore the Star Wars universe with fast search across characters, planets, fil…
|
B 82 3⁄3 | ||||||||
| 19524 |
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (O…
|
B 82 3⁄3 | ||||||||
| 19525 |
Enables AI assistants to capture screenshots and control desktop input (mouse, …
|
B 82 3⁄3 | ||||||||
| 19526 |
Browser and mobile app automation using WebdriverIO, enabling AI agents to cont…
|
B 82 4⁄3 | ||||||||
| 19527 |
MCP server that gives Claude and other MCP hosts full access to Mail.app on mac…
|
B 82 3⁄3 | ||||||||
| 19528 |
Local-first personal agentic OS and everything app for coding, knowledge work, …
|
B 82 4⁄3 | ||||||||
| 19529 |
Enables AI assistants to interact with QuickFile UK accounting software, provid…
|
B 82 4⁄4 | ||||||||
| 19530 |
First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2…
|
B 82 3⁄3 | ||||||||
| 19531 |
Longevity medicine MCP: medication dosing, labs, monitoring, drug interactions …
|
B 82 3⁄3 | ||||||||
| 19532 |
telegram-api-mcp
Claim
Ultimate MCP server for Telegram Bot API — 169 methods, full v9.6 coverage, met…
|
B 82 3⁄3 | ||||||||
| 19533 |
A Model Context Protocol (MCP) server for Canny feedback management. Enables ma…
|
B 82 4⁄3 | ||||||||
| 19534 |
PublishReady helps AI agents turn drafts into cleaner, publish-ready writing us…
|
B 82 3⁄3 | ||||||||
| 19535 |
Multi-chain AML risk scoring and sanctions screening for AI agents. 76+ detecti…
|
B 82 3⁄3 | ||||||||
| 19536 |
YouTube transcript extraction for AI agents. Clean text, timestamps, or structu…
|
B 82 3⁄3 | ||||||||
| 19537 |
|
B 82 3⁄3 | ||||||||
| 19538 |
|
B 82 3⁄3 | ||||||||
| 19539 |
Local task scheduler and worker manager with MCP integration for Claude Desktop.
|
B 82 3⁄3 | ||||||||
| 19540 |
APITier utility APIs as MCP tools: validation, UK/India address lookup, barcode…
|
B 82 3⁄3 | ||||||||
| 19541 |
Project memory for Claude: decisions, pipelines, and constraints across convers…
|
B 82 3⁄3 | ||||||||
| 19542 |
MCP server for Apple's Icon Composer: programmatically create .icon bundles wit…
|
B 82 3⁄3 | ||||||||
| 19543 |
Enables secure execution of shell commands via MCP with multiple security layer…
|
B 82 3⁄3 | ||||||||
| 19544 |
Italian e-invoicing: FatturaPA XML/SDI v1.2.3, 27 tools. UBL 2.1 and CII wire f…
|
B 82 3⁄3 | ||||||||
| 19545 |
clickup-mcp-server
Claim
|
B 82 4⁄3 | ||||||||
| 19546 |
Create presentations, documents, and webpages from any MCP-compatible AI assist…
|
B 82 3⁄3 | ||||||||
| 19547 |
Enables Claude and other MCP clients to directly interact with macOS Calendar.a…
|
B 82 3⁄3 | ||||||||
| 19548 |
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
|
B 82 3⁄3 | ||||||||
| 19549 |
qidi-printer-mcp MCP server by MEOK AI Labs
|
B 82 3⁄3 | ||||||||
| 19550 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 82 3⁄3 | ||||||||