MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21301 |
MCP server for querying and analyzing logs from VMware Aria Operations for Logs…
|
B 70 3⁄3 | ||||||||
| 21302 |
MCP server for controlling Discord servers via bot token
|
B 70 4⁄3 | ||||||||
| 21303 |
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon che…
|
B 70 3⁄3 | ||||||||
| 21304 |
mcp-center
Claim
A centralized platform for managing and connecting MCP servers. MCP Center prov…
|
B 70 4⁄3 | ||||||||
| 21305 |
invest-igator
Claim
|
B 70 4⁄3 | ||||||||
| 21306 |
ms-sentinel-mcp-server
Claim
ms-sentinel-mcp-server
|
B 70 4⁄4 | ||||||||
| 21307 |
Enables AI agents to manage Minecraft servers through MCSManager, including ins…
|
B 70 4⁄4 | ||||||||
| 21308 |
Firestore MCP Server
Claim
Provides secure, permission-controlled access to Firebase Firestore databases w…
|
B 70 4⁄4 | ||||||||
| 21309 |
Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage user…
|
B 70 4⁄4 | ||||||||
| 21310 |
X(Twitter) MCP Server
Claim
Enables creating, managing, and publishing X/Twitter posts, threads, and replie…
|
B 70 4⁄4 | ||||||||
| 21311 |
Authentik MCP provides seamless integration with Authentik's API, supporting bo…
|
B 70 4⁄4 | ||||||||
| 21312 |
Connect AI agents to IoT devices — read sensors, send commands, manage ESP32 fl…
|
B 70 3⁄3 | ||||||||
| 21313 |
skunit
Claim
skUnit is a testing tool for AI units, such as IChatClient, MCP Servers and age…
|
B 70 3⁄3 | ||||||||
| 21314 |
Enables interaction with Pylon's customer support platform API to manage users,…
|
B 70 4⁄4 | ||||||||
| 21315 |
Model Context Protocol server for monitoring Operational Status of major digita…
|
B 70 4⁄4 | ||||||||
| 21316 |
MCP server that lets AI agents directly control and interact with the TradingVi…
|
B 70 3⁄3 | ||||||||
| 21317 |
MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and …
|
B 70 4⁄3 | ||||||||
| 21318 |
OPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & …
|
B 70 4⁄3 | ||||||||
| 21319 |
A comprehensive Model Context Protocol (MCP) server that provides 37+ intellige…
|
B 70 4⁄4 | ||||||||
| 21320 |
core
Claim
A framework helps you quickly build AI Native IDE products. MCP Client, support…
|
B 70 4⁄3 | ||||||||
| 21321 |
Manifold
Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
|
B 70 3⁄3 | ||||||||
| 21322 |
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
|
B 70 4⁄4 | ||||||||
| 21323 |
cheatengine-mcp-bridge
Claim
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
|
B 70 3⁄3 | ||||||||
| 21324 |
Busca 56,000+ médicos verificados en México con cédulas validadas por la SEP
|
B 70 3⁄3 | ||||||||
| 21325 |
TheCrawler
Claim
Open-source web scraper and extraction MCP server with JavaScript rendering, ma…
|
B 70 3⁄3 | ||||||||
| 21326 |
Enables Claude to interact with Asana workspaces, tasks and projects through th…
|
B 70 4⁄4 | ||||||||
| 21327 |
aura
Claim
A production-ready framework for composing AI agents from declarative TOML conf…
|
B 70 4⁄3 | ||||||||
| 21328 |
Lightweight Long-Term Memory for LLM Agents.
|
B 70 3⁄3 | ||||||||
| 21329 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21330 |
An MCP server that validates content against MCP specification using semantic s…
|
B 70 4⁄3 | ||||||||
| 21331 |
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
|
B 70 3⁄3 | ||||||||
| 21332 |
Enables AI assistants to clean PDB structures and run initial-stage energy rela…
|
B 70 3⁄3 | ||||||||
| 21333 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 21334 |
Trade Me MCP Server
Claim
Enables AI assistants to interact with New Zealand's largest online marketplace…
|
B 70 4⁄4 | ||||||||
| 21335 |
A Model Context Protocol (MCP) server that provides VSCode context and filesyst…
|
B 70 4⁄3 | ||||||||
| 21336 |
MCP server for structured methods extraction + reproducibility heuristics on ac…
|
B 70 3⁄3 | ||||||||
| 21337 |
Belgian e-invoicing MCP server: Peppol BIS 3.0, UBL 2.1, PINT-BE (NBB), Mercuri…
|
B 70 3⁄3 | ||||||||
| 21338 |
golemcore-bot
Claim
Agent Platform for AI-Native Companies
|
B 70 4⁄3 | ||||||||
| 21339 |
Provides seamless integration with the Thenvoi AI platform, enabling AI agents …
|
B 70 4⁄4 | ||||||||
| 21340 |
Modular MCP toolbox that gives AI agents controlled access to shell, files, Git…
|
B 70 3⁄3 | ||||||||
| 21341 |
MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analyt…
|
B 70 4⁄3 | ||||||||
| 21342 |
tinystruct
Claim
A lightweight, modular Java application framework for web and CLI development, …
|
B 70 3⁄3 | ||||||||
| 21343 |
Enables full workflow automation management in n8n through 40+ tools covering w…
|
B 70 4⁄4 | ||||||||
| 21344 |
Enables AI assistants to contribute to Google Cloud Platform's k8s-config-conne…
|
B 70 4⁄3 | ||||||||
| 21345 |
Enables high-speed native macOS automation for Claude by interacting directly w…
|
B 70 3⁄3 | ||||||||
| 21346 |
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, at…
|
B 70 3⁄3 | ||||||||
| 21347 |
Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of…
|
B 70 4⁄4 | ||||||||
| 21348 |
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
|
B 70 4⁄3 | ||||||||
| 21349 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||
| 21350 |
MCP server for T-Kassa (T-Bank/Tinkoff) payment API. Provides 16 tools for paym…
|
B 70 3⁄3 | ||||||||