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 | ||||||||||
| 21401 |
An unofficial bridge that enables AI models to interact with the LunaTask API f…
|
B 70 4⁄4 | ||||||||
| 21402 |
Qontinui MCP Server
Claim
Enables AI-driven visual automation by connecting to Qontinui Runner to load wo…
|
B 70 4⁄3 | ||||||||
| 21403 |
An MCP server implementation that integrates with LicenseSpring APIs, providing…
|
B 70 4⁄4 | ||||||||
| 21404 |
Generate fake user profiles and companies for tests, seed data, and AI agent de…
|
B 70 3⁄3 | ||||||||
| 21405 |
The watchTowr Platform MCP (Model Compatibility Protocol) Server acts as a real…
|
B 70 3⁄3 | ||||||||
| 21406 |
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
|
B 70 3⁄3 | ||||||||
| 21407 |
|
B 70 3⁄3 | ||||||||
| 21408 |
Provides dynamic, context-aware code assistant skills through hybrid RAG (vecto…
|
B 70 4⁄3 | ||||||||
| 21409 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21410 |
A read-only Model Context Protocol server that exposes over 60 AWS tools across…
|
B 70 4⁄4 | ||||||||
| 21411 |
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledg…
|
B 70 4⁄3 | ||||||||
| 21412 |
MCP-Plugin-dotnet
Claim
.NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources v…
|
B 70 3⁄3 | ||||||||
| 21413 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21414 |
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cl…
|
B 70 4⁄4 | ||||||||
| 21415 |
🚀 Premier Model Context Protocol server for SmartLead cold email marketing auto…
|
B 70 4⁄4 | ||||||||
| 21416 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 21417 |
A swiss-knife MCP server for analysing PCAP files
|
B 70 3⁄3 | ||||||||
| 21418 |
A high-performance server that enables integration between Apache CloudStack in…
|
B 70 4⁄4 | ||||||||
| 21419 |
A local DLP middleware that redacts sensitive information from prompts using lo…
|
B 70 3⁄3 | ||||||||
| 21420 |
An MCP server for interacting with Discord.
|
B 70 4⁄4 | ||||||||
| 21421 |
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
|
B 70 3⁄3 | ||||||||
| 21422 |
che-ical-mcp
Claim
macOS Calendar & Reminders MCP server with 29 tools — Native Swift EventKit int…
|
B 70 3⁄3 | ||||||||
| 21423 |
matlab-mcp-core-server
Claim
Run MATLAB® using AI applications with the official MATLAB MCP Server from Math…
|
B 70 4⁄3 | ||||||||
| 21424 |
MCP server for YooKassa API enabling payments, refunds, receipts, payouts, webh…
|
B 70 3⁄3 | ||||||||
| 21425 |
The world’s first open-source MCP monetization platform, to quickly create and …
|
B 70 4⁄3 | ||||||||
| 21426 |
Provides structured access to RealTest backtesting documentation and example sc…
|
B 70 3⁄3 | ||||||||
| 21427 |
binary_ninja_mcp
Claim
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates [Binar…
|
B 70 4⁄3 | ||||||||
| 21428 |
An extension that implements the Model Context Protocol for Directus, enabling …
|
B 70 4⁄4 | ||||||||
| 21429 |
mcp-server-cortex
Claim
A Rust-based MCP server to integrate Cortex, enabling observable analysis and a…
|
B 70 4⁄3 | ||||||||
| 21430 |
Enables access to Japanese labor and social insurance law data via e-Gov API an…
|
B 70 3⁄3 | ||||||||
| 21431 |
Exposes Open WebUI's admin APIs as tools, allowing AI assistants to manage user…
|
B 70 4⁄4 | ||||||||
| 21432 |
Static site generator / website building toolkit for AI coding agents like Clau…
|
B 70 3⁄3 | ||||||||
| 21433 |
A privacy-focused MCP server that grants Claude read-only access to Gmail using…
|
B 70 3⁄3 | ||||||||
| 21434 |
AI agent discovery and marketplace on Nostr with Solana payments (SOL, USDC). N…
|
B 70 3⁄3 | ||||||||
| 21435 |
Lambe
Claim
Query JSON, YAML, TOML, HCL, CSV, TSV, and Markdown with a composable pipeline …
|
B 70 3⁄3 | ||||||||
| 21436 |
MCP server for T-Kassa (T-Bank/Tinkoff) payment API. Provides 16 tools for paym…
|
B 70 3⁄3 | ||||||||
| 21437 |
RedisNexus
Claim
RedisNexus is an AI-powered operations intelligence platform that provides 16 e…
|
B 70 4⁄3 | ||||||||
| 21438 |
OPNsense MCP Server — 72 tools for DNS, Firewall, DHCP, ACME, Routing, VLANs & …
|
B 70 4⁄3 | ||||||||
| 21439 |
Inject deep domain knowledge into any AI agent
|
B 70 3⁄3 | ||||||||
| 21440 |
invest-igator
Claim
|
B 70 4⁄3 | ||||||||
| 21441 |
A multi-agent collaboration platform that provides access to over 1,500 models …
|
B 70 4⁄4 | ||||||||
| 21442 |
BYOK vault, provider API key guidance, usage visibility, and SkillFM Beacon che…
|
B 70 3⁄3 | ||||||||
| 21443 |
Provides AI agents with detailed type information from .NET projects including …
|
B 70 3⁄3 | ||||||||
| 21444 |
being-mcp-server
Claim
Personality Runtime for AI agents — persistent memory, personality, and relatio…
|
B 70 3⁄3 | ||||||||
| 21445 |
Enables AI assistants to interact directly with Roblox Studio to explore projec…
|
B 70 4⁄3 | ||||||||
| 21446 |
An MCP server that provides access to Korea's DART corporate disclosure system,…
|
B 70 4⁄4 | ||||||||
| 21447 |
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
|
B 70 4⁄3 | ||||||||
| 21448 |
Enables AI agents to access Saudi market data, including company profiles, mark…
|
B 70 3⁄3 | ||||||||
| 21449 |
migrationpilot
Claim
83 rules to catch dangerous PostgreSQL migrations before production. Lock analy…
|
B 70 4⁄3 | ||||||||
| 21450 |
Provides a Model Context Protocol interface for Mozilla Thunderbird, allowing A…
|
B 70 4⁄3 | ||||||||