MCP Server Quality Scores
Independent quality analysis of 59385 public MCP servers
Last updated 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20251 |
McpMux
Claim
McpMux — configure MCP servers once, connect every AI client through one local …
|
B 76 4⁄3 | ||||||||
| 20252 |
A token-efficient MCP server that provides access to the entire Cloudflare API …
|
B 76 4⁄3 | ||||||||
| 20253 |
Manages UTM virtual machines on macOS via AppleScript, enabling cloning, config…
|
B 76 3⁄3 | ||||||||
| 20254 |
MCP server that exposes SymPy's symbolic mathematics functionality
|
B 76 3⁄3 | ||||||||
| 20255 |
On-device documentation search for agents
|
B 76 3⁄3 | ||||||||
| 20256 |
Manage your Plesk hosting server using AI assistants.
|
B 76 3⁄3 | ||||||||
| 20257 |
Arpe.io MCP server for FastBCP, FastTransfer, LakeXpress, MigratorXpress
|
B 76 4⁄3 | ||||||||
| 20258 |
MCP server for French e-invoicing (XP Z12-013). Manages invoices, validation an…
|
B 76 3⁄3 | ||||||||
| 20259 |
paperless-mcp
|
B 76 4⁄4 | ||||||||
| 20260 |
MCP server for email + calendar via classic Outlook on Windows (COM automation)…
|
B 76 3⁄3 | ||||||||
| 20261 |
Enables CRUD operations on WebDAV file systems with authentication support, all…
|
B 76 4⁄4 | ||||||||
| 20262 |
Restarts Claude Desktop with a debug port and injects JavaScript to enable gran…
|
B 76 3⁄3 | ||||||||
| 20263 |
MCP server for seamless document format conversion using Pandoc, supporting Mar…
|
B 76 4⁄3 | ||||||||
| 20264 |
mcp
Claim
Tickstem developer tools — manage cron jobs and verify emails from your AI codi…
|
B 76 3⁄3 | ||||||||
| 20265 |
Calendar MCP
Claim
Production-grade Model Context Protocol server for Google Calendar with compreh…
|
B 76 4⁄3 | ||||||||
| 20266 |
Provides comprehensive integration with the Clockify time tracking API, enablin…
|
B 76 4⁄4 | ||||||||
| 20267 |
An MCP server for Minuet — the relationship layer for ERC-8004 AI agents.
Expo…
|
B 76 3⁄3 | ||||||||
| 20268 |
AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP too…
|
B 76 3⁄3 | ||||||||
| 20269 |
MCP server that exposes all functionality of sigrok-cli as MCP tools, enabling …
|
B 76 3⁄3 | ||||||||
| 20270 |
parseflow
Claim
PDF parsing server with text extraction, metadata, search, images, and TOC via …
|
B 76 4⁄3 | ||||||||
| 20271 |
🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…
|
B 76 4⁄3 | ||||||||
| 20272 |
Model Context Protocol (MCP) is a new, standardized protocol for managing conte…
|
B 76 4⁄4 | ||||||||
| 20273 |
Enables AI assistants to manage Todoist tasks, projects, sections, and labels t…
|
B 76 4⁄4 | ||||||||
| 20274 |
Open source AI agent platform with MCP server, browser automation, knowledge pa…
|
B 76 3⁄3 | ||||||||
| 20275 |
abcoder
Claim
deep, reliable and confidential coding-context
|
B 76 4⁄3 | ||||||||
| 20276 |
Connect AI agents to MATLAB — execute code, run async jobs with progress report…
|
B 76 3⁄3 | ||||||||
| 20277 |
Annotate elements, draw regions, and ship cleaner UI faster.
|
B 76 3⁄3 | ||||||||
| 20278 |
A TypeScript-aware MCP server that provides coding agents with repository disco…
|
B 76 3⁄3 | ||||||||
| 20279 |
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-edi…
|
B 76 3⁄3 | ||||||||
| 20280 |
mcp
Claim
Official PostHog MCP Server 🦔
|
B 76 4⁄4 | ||||||||
| 20281 |
mcp-wordpress-instaWP
|
B 76 4⁄3 | ||||||||
| 20282 |
Independent AI certification authority. Trust scores, search, comparison, and v…
|
B 76 3⁄3 | ||||||||
| 20283 |
37-tool MCP server: context health, memory, reasoning, truthfulness & research …
|
B 76 3⁄3 | ||||||||
| 20284 |
IBM Cloud CLI MCP server
|
B 76 4⁄3 | ||||||||
| 20285 |
Schedule agent work and report write-once outcomes via CueAPI from any MCP host.
|
B 76 3⁄3 | ||||||||
| 20286 |
cadre-ai
Claim
Voice-driven AI professional agent. Real-time conversations powered by Gemini L…
|
B 76 4⁄3 | ||||||||
| 20287 |
AgentFlow is a next-generation, premium agentic workflow system built on the Mo…
|
B 76 3⁄3 | ||||||||
| 20288 |
Enables AI assistants to interact with local Obsidian vaults through direct fil…
|
B 76 4⁄3 | ||||||||
| 20289 |
Enables AI agents to control the Google Chrome browser through a Node.js WebSoc…
|
B 76 3⁄3 | ||||||||
| 20290 |
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), a…
|
B 76 3⁄3 | ||||||||
| 20291 |
AgentFlow is a next-generation, premium agentic workflow system built on the Mo…
|
B 76 3⁄3 | ||||||||
| 20292 |
MCP server for Alembica validation, extraction, cost estimation, and schema que…
|
B 76 3⁄3 | ||||||||
| 20293 |
Architectural memory layer for AI coding.
Automatically extracts decisions, det…
|
B 76 3⁄3 | ||||||||
| 20294 |
Reference MCP server for K-product cross-border commerce with five canonical to…
|
B 76 3⁄3 | ||||||||
| 20295 |
devtap
Claim
Bridge build/dev process output to AI coding sessions via MCP — supports Claude…
|
B 76 4⁄3 | ||||||||
| 20296 |
Scaffolds MERN CRUD resources into existing Express and React codebases.
|
B 76 3⁄3 | ||||||||
| 20297 |
A universal gateway that aggregates multiple MCP servers into a single interfac…
|
B 76 4⁄4 | ||||||||
| 20298 |
Enables AI assistants to render 3D models from OpenSCAD code, generating single…
|
B 76 4⁄4 | ||||||||
| 20299 |
Manage Authentik through AI assistants
|
B 76 4⁄3 | ||||||||
| 20300 |
Connects Claude directly to Godot 4 projects to read and manipulate scenes, nod…
|
B 76 4⁄3 | ||||||||