MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 2 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21401 |
🔍 A Model Context Protocol (MCP) server providing unified access to multiple se…
|
B 70 4⁄3 | ||||||||
| 21402 |
Enables AI assistants to interact with Nextcloud instances through secure APIs,…
|
B 70 4⁄4 | ||||||||
| 21403 |
serial-mcp-server
Claim
A comprehensive MCP server for serial port communication
|
B 70 4⁄3 | ||||||||
| 21404 |
Lambe
Claim
Query JSON, YAML, TOML, HCL, CSV, TSV, and Markdown with a composable pipeline …
|
B 70 3⁄3 | ||||||||
| 21405 |
aura
Claim
A production-ready framework for composing AI agents from declarative TOML conf…
|
B 70 4⁄3 | ||||||||
| 21406 |
being-mcp-server
Claim
Personality Runtime for AI agents — persistent memory, personality, and relatio…
|
B 70 3⁄3 | ||||||||
| 21407 |
CacheTank MCP server gives every AI tool your personal context so you never sta…
|
B 70 3⁄3 | ||||||||
| 21408 |
An MCP server that provides full control over iTerm2 terminal sessions on macOS…
|
B 70 3⁄3 | ||||||||
| 21409 |
MCP server that provides comprehensive WHOIS lookup capabilities using the IP2W…
|
B 70 3⁄3 | ||||||||
| 21410 |
Provides comprehensive development tools for Magic-API including documentation …
|
B 70 4⁄4 | ||||||||
| 21411 |
An MCP server that enables AI assistants to control HTTP Toolkit for intercepti…
|
B 70 3⁄3 | ||||||||
| 21412 |
Recon Fuzz Chimera MCP knowledge to multi fuzzing enviornments compatibility in…
|
B 70 3⁄3 | ||||||||
| 21413 |
Finance MCP Server
Claim
Enables personal finance tracking through Claude Desktop using natural language…
|
B 70 3⁄3 | ||||||||
| 21414 |
Enables AI agents to participate in a marketplace for buying, selling, and trad…
|
B 70 4⁄4 | ||||||||
| 21415 |
Provides comprehensive tools for interacting with the Shortcut API, enabling de…
|
B 70 4⁄4 | ||||||||
| 21416 |
Integrates with the Ghost Admin API to allow programmatic management of Ghost C…
|
B 70 4⁄4 | ||||||||
| 21417 |
Enables interaction with the TimeChimp API v2 to manage projects, time entries,…
|
B 70 4⁄4 | ||||||||
| 21418 |
bundler_mcp
Claim
Enables agents to query local information about dependencies in a Ruby project'…
|
B 70 3⁄3 | ||||||||
| 21419 |
Static site generator / website building toolkit for AI coding agents like Clau…
|
B 70 3⁄3 | ||||||||
| 21420 |
Enables AI assistants to interact with Gramps genealogy databases for intellige…
|
B 70 4⁄4 | ||||||||
| 21421 |
An HTTP/HTTPS MITM proxy server that enables capture, modification, and mocking…
|
B 70 4⁄3 | ||||||||
| 21422 |
The Universal Agent Gateway (UAG) enables in-process agentic automation using F…
|
B 70 3⁄3 | ||||||||
| 21423 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 21424 |
Enables comprehensive TestRail test management integration with support for pro…
|
B 70 4⁄4 | ||||||||
| 21425 |
Enables AI assistants to clean PDB structures and run initial-stage energy rela…
|
B 70 3⁄3 | ||||||||
| 21426 |
Enables SSH and UART/serial port access for Claude Code to directly control rem…
|
B 70 4⁄3 | ||||||||
| 21427 |
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
|
B 70 3⁄3 | ||||||||
| 21428 |
🚀 Premier Model Context Protocol server for SmartLead cold email marketing auto…
|
B 70 4⁄4 | ||||||||
| 21429 |
A comprehensive Model Context Protocol server template that implements HTTP-bas…
|
B 70 4⁄4 | ||||||||
| 21430 |
A lightweight RAG system that provides an MCP server for searching and interact…
|
B 70 4⁄3 | ||||||||
| 21431 |
Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cook…
|
B 70 3⁄3 | ||||||||
| 21432 |
MCP server for the Krónan grocery store API (Iceland)
|
B 70 3⁄3 | ||||||||
| 21433 |
MCP server for controlling Discord servers via bot token
|
B 70 4⁄3 | ||||||||
| 21434 |
|
B 70 3⁄3 | ||||||||
| 21435 |
.NET MCP Server
Claim
AI assistant access to .NET SDK for projects, packages, building, testing, and …
|
B 70 3⁄3 | ||||||||
| 21436 |
Manage Proxmox VE clusters through AI assistants — VMs, containers, and more
|
B 70 4⁄3 | ||||||||
| 21437 |
A comprehensive Model Context Protocol (MCP) server that provides 37+ intellige…
|
B 70 4⁄4 | ||||||||
| 21438 |
gradle-mcp
Claim
A comprehensive MCP server for Gradle.
|
B 70 3⁄3 | ||||||||
| 21439 |
A swiss-knife MCP server for analysing PCAP files
|
B 70 3⁄3 | ||||||||
| 21440 |
A desktop automation MCP server that enables AI agents to interact with Linux e…
|
B 70 3⁄3 | ||||||||
| 21441 |
GXtract is a MCP server designed to integrate with VS Code and other compatible…
|
B 70 4⁄4 | ||||||||
| 21442 |
Enables interaction with Google's Gemini AI models including file uploads, conv…
|
B 70 4⁄4 | ||||||||
| 21443 |
Provides a comprehensive suite of Google Calendar tools featuring 15 interactiv…
|
B 70 4⁄4 | ||||||||
| 21444 |
AI-driven live debugger with MCP bridge for Python, JS, TS, Rust, Java, C/C++
|
B 70 4⁄3 | ||||||||
| 21445 |
floom
Claim
Deploy Python functions as web apps with auto-generated UI, REST API, and share…
|
B 70 3⁄3 | ||||||||
| 21446 |
SHAFT browser automation, capture, and offline deterministic failure diagnosis
|
B 70 3⁄3 | ||||||||
| 21447 |
Provides GCC regulatory intelligence including ZATCA e-invoicing, Arabic NLP, U…
|
B 70 3⁄3 | ||||||||
| 21448 |
action_mcp
Claim
Rails Engine with MCP compliant Spec.
|
B 70 3⁄3 | ||||||||
| 21449 |
Search 15,000+ paid API endpoints across the L402, x402, and MPP protocols on 4…
|
B 70 3⁄3 | ||||||||
| 21450 |
cheatengine-mcp-bridge
Claim
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
|
B 70 3⁄3 | ||||||||