MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21451 |
Model Context Protocol (MCP) server that provides AI assistants with advanced w…
|
B 70 4⁄4 | ||||||||
| 21452 |
AI-to-AI communication protocol for Claude, Gemini, and other AI assistants
|
B 70 4⁄3 | ||||||||
| 21453 |
CacheTank MCP server gives every AI tool your personal context so you never sta…
|
B 70 3⁄3 | ||||||||
| 21454 |
matlab-mcp-core-server
Claim
Run MATLAB® using AI applications with the official MATLAB MCP Server from Math…
|
B 70 4⁄3 | ||||||||
| 21455 |
TheCrawler
Claim
Open-source web scraper and extraction MCP server with JavaScript rendering, ma…
|
B 70 3⁄3 | ||||||||
| 21456 |
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
|
B 70 4⁄4 | ||||||||
| 21457 |
Provides comprehensive development tools for Magic-API including documentation …
|
B 70 4⁄4 | ||||||||
| 21458 |
Comprehensive, type-safe MCP server providing 380 tools to manage Dokploy deplo…
|
B 70 3⁄3 | ||||||||
| 21459 |
Provides brutally honest, humorous code reviews for GitHub pull requests using …
|
B 70 3⁄3 | ||||||||
| 21460 |
49-tool MCP server for AI control of Android devices and iOS simulators. AI vis…
|
B 70 3⁄3 | ||||||||
| 21461 |
miniMCP
Claim
A lightweight MCP server that connects a local AI model (Ollama) with custom CR…
|
B 70 3⁄3 | ||||||||
| 21462 |
A high-performance server that enables integration between Apache CloudStack in…
|
B 70 4⁄4 | ||||||||
| 21463 |
MCP server providing X-ray interaction data via xraylib
|
B 70 3⁄3 | ||||||||
| 21464 |
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
|
B 70 3⁄3 | ||||||||
| 21465 |
MCP server for Cinema 4D — entity CRUD, parameter-level access, batched undo, s…
|
B 70 3⁄3 | ||||||||
| 21466 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21467 |
MCP server for the National Bank of Belgium SDMX statistical API (221 dataflows…
|
B 70 3⁄3 | ||||||||
| 21468 |
Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP
|
B 70 3⁄3 | ||||||||
| 21469 |
MCP server for querying and analyzing logs from VMware Aria Operations for Logs…
|
B 70 3⁄3 | ||||||||
| 21470 |
nb-mcp-server
Claim
MCP server wrapping the nb CLI for LLM-friendly note-taking
|
B 70 4⁄3 | ||||||||
| 21471 |
An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API…
|
B 70 4⁄3 | ||||||||
| 21472 |
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon che…
|
B 70 3⁄3 | ||||||||
| 21473 |
Provides AI agents with persistent, searchable memory that survives across conv…
|
B 70 4⁄3 | ||||||||
| 21474 |
App Store Connect API as MCP: apps, TestFlight, subscriptions, localizations, r…
|
B 70 4⁄3 | ||||||||
| 21475 |
🚀 Premier Model Context Protocol server for SmartLead cold email marketing auto…
|
B 70 4⁄4 | ||||||||
| 21476 |
Enables persistent storage and retrieval of user preferences, context, and deci…
|
B 70 4⁄3 | ||||||||
| 21477 |
Enables full Proton Mail management through the Model Context Protocol by conne…
|
B 70 3⁄3 | ||||||||
| 21478 |
Search and contribute to a shared knowledge base of AI-discovered problem-solut…
|
B 70 3⁄3 | ||||||||
| 21479 |
MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and …
|
B 70 4⁄3 | ||||||||
| 21480 |
Enables interaction with Pylon's customer support platform API to manage users,…
|
B 70 4⁄4 | ||||||||
| 21481 |
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
|
B 70 3⁄3 | ||||||||
| 21482 |
A bounded evidence review engine that ingests documents, extracts evidence for …
|
B 70 3⁄3 | ||||||||
| 21483 |
core
Claim
A framework helps you quickly build AI Native IDE products. MCP Client, support…
|
B 70 4⁄3 | ||||||||
| 21484 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 21485 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21486 |
Enables AI assistants to contribute to Google Cloud Platform's k8s-config-conne…
|
B 70 4⁄3 | ||||||||
| 21487 |
A Model Context Protocol server that enables LLMs to interact with web pages, t…
|
C 69 4⁄4 | ||||||||
| 21488 |
iOS MCP server: 55 tools, xcresult parsing, UI automation, 15ms screenshots.
|
C 69 3⁄3 | ||||||||
| 21489 |
Provides 18 tools including calculator operations (add, subtract, multiply, div…
|
C 69 4⁄3 | ||||||||
| 21490 |
Tripletex MCP Server
Claim
Enables AI assistants to interact with the Tripletex accounting API to manage t…
|
C 69 4⁄4 | ||||||||
| 21491 |
jadx-ai-mcp
Claim
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates …
|
C 69 3⁄3 | ||||||||
| 21492 |
A Model Context Protocol tool for analyzing code repositories, performing secur…
|
C 69 4⁄4 | ||||||||
| 21493 |
221 MCP tools across 26 practices for independent professionals. Clients, invoi…
|
C 69 3⁄3 | ||||||||
| 21494 |
Enables workflow management and Docker image building for Bio-OS platform. Supp…
|
C 69 4⁄4 | ||||||||
| 21495 |
Secure MCP server for Obsidian with OWASP Top 10 controls and full audit loggin…
|
C 69 3⁄3 | ||||||||
| 21496 |
An MCP and HTTP server wrapper for PyAutoGUI that enables LLMs to control mouse…
|
C 69 4⁄4 | ||||||||
| 21497 |
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
|
C 69 3⁄3 | ||||||||
| 21498 |
Open Source Generic MCP Client for testing & evaluating mcp servers and agents
|
C 69 4⁄3 | ||||||||
| 21499 |
A Model Context Protocol server for use with Tauri v2 applications
|
C 69 4⁄3 | ||||||||
| 21500 |
Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs t…
|
C 69 4⁄4 | ||||||||