MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20401 |
ahk-mcp
Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
|
B 75 4⁄3 | ||||||||
| 20402 |
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
|
B 75 4⁄3 | ||||||||
| 20403 |
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
|
B 75 3⁄3 | ||||||||
| 20404 |
MCP ZAP Server
Claim
Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.
|
B 75 3⁄3 | ||||||||
| 20405 |
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
|
B 75 3⁄3 | ||||||||
| 20406 |
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
|
B 75 4⁄4 | ||||||||
| 20407 |
AI smart contract forge — 8-agent security audits, generation, and compilation …
|
B 75 3⁄3 | ||||||||
| 20408 |
An MCP server that enables Claude Code to consult Opus as a strategic advisor d…
|
B 75 3⁄3 | ||||||||
| 20409 |
Exposes the local agent-browser CLI as MCP tools for browser automation and pro…
|
B 75 3⁄3 | ||||||||
| 20410 |
oh-my-codex
Claim
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code…
|
B 75 3⁄3 | ||||||||
| 20411 |
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
|
B 75 3⁄3 | ||||||||
| 20412 |
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
|
B 75 4⁄4 | ||||||||
| 20413 |
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
|
B 75 4⁄3 | ||||||||
| 20414 |
STS2MCP
Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
|
B 75 3⁄3 | ||||||||
| 20415 |
Teamfight Tactics champion, trait, item, and augment reference. 8 tools with fu…
|
B 75 3⁄3 | ||||||||
| 20416 |
keryx
Claim
Keryx: The Fullstack TypeScript Framework for MCP and APIs
|
B 75 3⁄3 | ||||||||
| 20417 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20418 |
Scans markdown vaults to identify concepts mentioned but not defined, ranks gap…
|
B 75 3⁄3 | ||||||||
| 20419 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20420 |
A comprehensive MCP server that provides full integration between Claude and To…
|
B 75 4⁄4 | ||||||||
| 20421 |
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
|
B 75 4⁄4 | ||||||||
| 20422 |
A Model Context Protocol server that provides Claude with access to Pangea's se…
|
B 75 4⁄4 | ||||||||
| 20423 |
54 robust financial calculators based on deterministic mathematical principles.
|
B 75 3⁄3 | ||||||||
| 20424 |
A server that integrates with Claude Desktop to enable real-time web research c…
|
B 75 4⁄3 | ||||||||
| 20425 |
An MCP server that launches a lightweight localhost UI for interactive AI-assis…
|
B 75 3⁄3 | ||||||||
| 20426 |
Coordination layer for AI coding agents working on the same codebase. Adds file…
|
B 75 3⁄3 | ||||||||
| 20427 |
Enables LLMs to interact with the Tulip manufacturing platform, providing acces…
|
B 75 4⁄4 | ||||||||
| 20428 |
16 engines, 28 MCP tools for Python code quality. Zero external dependencies.
|
B 75 3⁄3 | ||||||||
| 20429 |
mcp-a11y-service
Claim
Enables automated WCAG 2.2 AA accessibility audits of Figma designs and webpage…
|
B 75 3⁄3 | ||||||||
| 20430 |
|
B 75 4⁄3 | ||||||||
| 20431 |
MCP server for Frappe/ERPNext development with AI assistance for DocTypes, benc…
|
B 75 4⁄3 | ||||||||
| 20432 |
Official MCP server for Conan C/C++ package manager. Create projects, manage de…
|
B 75 4⁄3 | ||||||||
| 20433 |
MCP server for generating and configuring development containers from devcontai…
|
B 75 3⁄3 | ||||||||
| 20434 |
A modular MCP server providing 64 tools across 13 modules for real-time stock a…
|
B 75 3⁄3 | ||||||||
| 20435 |
Code linting and style checking tools for AI agents, exposed as an MCP server. …
|
B 75 3⁄3 | ||||||||
| 20436 |
13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command in…
|
B 75 3⁄3 | ||||||||
| 20437 |
auto-browser
Claim
Open-source MCP-native browser agent with human takeover via noVNC, reusable au…
|
B 75 3⁄3 | ||||||||
| 20438 |
mini_claude
Claim
Persistent memory and guardrails for Claude Code. Features mistake tracking, lo…
|
B 75 4⁄3 | ||||||||
| 20439 |
PocketLantern
Claim
Blocker-aware decision layer for AI coding agents. Adds source-linked, time-sen…
|
B 75 3⁄3 | ||||||||
| 20440 |
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
|
B 75 3⁄3 | ||||||||
| 20441 |
Enables interaction with FireHydrant's incident management API through the Mode…
|
B 75 4⁄4 | ||||||||
| 20442 |
gorev
Claim
Task management system for AI assistants with MCP protocol, templates, and bili…
|
B 75 4⁄3 | ||||||||
| 20443 |
A Model Context Protocol server implementation that enables AI assistants like …
|
B 75 4⁄3 | ||||||||
| 20444 |
digital-marketing-pro
Claim
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
|
B 75 3⁄3 | ||||||||
| 20445 |
Melo
Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
|
B 75 3⁄3 | ||||||||
| 20446 |
A Python-based MCP server that enables querying Cisco's Meraki Dashboard API to…
|
B 75 4⁄3 | ||||||||
| 20447 |
Connect Claude to Microsoft Teams — read/send messages, list channels, search c…
|
B 75 3⁄3 | ||||||||
| 20448 |
huntkit
Claim
Investigation toolkit for Claude Code: case management, OSINT, structured analy…
|
B 75 3⁄3 | ||||||||
| 20449 |
dbdense
Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
|
B 75 3⁄3 | ||||||||
| 20450 |
EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierar…
|
B 75 3⁄3 | ||||||||