MCP Server Quality Scores
Independent quality analysis of 33593 public MCP servers
Last updated 1 hour, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20701 |
Secure AsusWRT router administration via SSH — 42+ tools, guarded mutations
|
B 70 3⁄3 | ||||||||
| 20702 |
Enables AI agents to participate in a marketplace for buying, selling, and trad…
|
B 70 4⁄4 | ||||||||
| 20703 |
Enables comprehensive interaction with Tabcorp betting services through 30+ spe…
|
B 70 4⁄4 | ||||||||
| 20704 |
Enables SSH and UART/serial port access for Claude Code to directly control rem…
|
B 70 4⁄3 | ||||||||
| 20705 |
Enables full Proton Mail management through the Model Context Protocol by conne…
|
B 70 3⁄3 | ||||||||
| 20706 |
Enables persistent storage and retrieval of user preferences, context, and deci…
|
B 70 4⁄3 | ||||||||
| 20707 |
Enables Claude to interact with WhatsApp Business for reading, searching, and s…
|
B 70 3⁄3 | ||||||||
| 20708 |
Connects Claude Code to a persistent OpenClaw daemon for 24/7 automation of cro…
|
B 70 3⁄3 | ||||||||
| 20709 |
MCP server for the Transkribus REST API — collections, documents, HTR/OCR, and …
|
B 70 4⁄3 | ||||||||
| 20710 |
mcp-use powered CLI to connect to any MCP server with any LLM, from your termin…
|
B 70 4⁄3 | ||||||||
| 20711 |
aura
Claim
A production-ready framework for composing AI agents from declarative TOML conf…
|
B 70 4⁄3 | ||||||||
| 20712 |
home-memory
Claim
MCP server that lets your AI assistant remember everything about your home.
|
B 70 3⁄3 | ||||||||
| 20713 |
Enables AI assistants to clean PDB structures and run initial-stage energy rela…
|
B 70 3⁄3 | ||||||||
| 20714 |
Static site generator / website building toolkit for AI coding agents like Clau…
|
B 70 3⁄3 | ||||||||
| 20715 |
MCP server for macOS Reminders.app — list and reminder management via AppleScri…
|
B 70 3⁄3 | ||||||||
| 20716 |
Integrates Apache JMeter with AI assistants to run and manage load tests throug…
|
B 70 3⁄3 | ||||||||
| 20717 |
Drop-in cloud replacement for mcp-server-filesystem — all 14 MCP tools over S3,…
|
B 70 3⁄3 | ||||||||
| 20718 |
Identifies LEGO parts, sets, and minifigures from local image files using the B…
|
B 70 3⁄3 | ||||||||
| 20719 |
The Universal Agent Gateway (UAG) enables in-process agentic automation using F…
|
B 70 3⁄3 | ||||||||
| 20720 |
AI control of Android/iOS devices. Screenshots, UI tree, AI vision, Flutter, vi…
|
B 70 3⁄3 | ||||||||
| 20721 |
A Model Context Protocol server that provides AI coding assistants (Claude, Cur…
|
B 70 4⁄4 | ||||||||
| 20722 |
miniMCP
Claim
A lightweight MCP server that connects a local AI model (Ollama) with custom CR…
|
B 70 3⁄3 | ||||||||
| 20723 |
A privacy-focused MCP server that grants Claude read-only access to Gmail using…
|
B 70 3⁄3 | ||||||||
| 20724 |
Enables high-speed native macOS automation for Claude by interacting directly w…
|
B 70 3⁄3 | ||||||||
| 20725 |
The world’s first open-source MCP monetization platform, to quickly create and …
|
B 70 4⁄3 | ||||||||
| 20726 |
MCP server for Altmetric APIs - track research attention across news, policy, s…
|
B 70 4⁄3 | ||||||||
| 20727 |
MCP server for Google Gemini AI - text, image, video, research, and more
|
B 70 4⁄3 | ||||||||
| 20728 |
tinystruct
Claim
A lightweight, modular Java application framework for web and CLI development, …
|
B 70 3⁄3 | ||||||||
| 20729 |
core
Claim
A framework helps you quickly build AI Native IDE products. MCP Client, support…
|
B 70 4⁄3 | ||||||||
| 20730 |
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cl…
|
B 70 4⁄4 | ||||||||
| 20731 |
A flexible proxy server that aggregates multiple backend MCP servers into a sin…
|
B 70 4⁄4 | ||||||||
| 20732 |
Standard protocol for agent-to-agent communication with stateful orchestration,…
|
B 70 4⁄3 | ||||||||
| 20733 |
6 hydration calculators for LLMs: water intake, dehydration, pregnancy, CKD, at…
|
B 70 3⁄3 | ||||||||
| 20734 |
Allow AI agents to interact with Alchemy's blockchain APIs.
|
B 70 4⁄4 | ||||||||
| 20735 |
A bounded evidence review engine that ingests documents, extracts evidence for …
|
B 70 3⁄3 | ||||||||
| 20736 |
RushDB
Claim
Zero-config graph DB for builders, AI agents, and SaaS teams who move fast
|
B 70 4⁄3 | ||||||||
| 20737 |
cheatengine-mcp-bridge
Claim
🔗 Connect AI to Cheat Engine for fast memory analysis, enabling quick mods and …
|
B 70 3⁄3 | ||||||||
| 20738 |
Connect Claude to Clio with 15 tools for matters, contacts, tasks, billing, and…
|
B 70 3⁄3 | ||||||||
| 20739 |
Local Chrome via CDP with profile-snapshot isolation and shared-broker multi-cl…
|
B 70 3⁄3 | ||||||||
| 20740 |
An MCP server that provides full control over iTerm2 terminal sessions on macOS…
|
B 70 3⁄3 | ||||||||
| 20741 |
Assess your business's AI automation readiness across 20 industries. Get a pers…
|
B 70 3⁄3 | ||||||||
| 20742 |
MCP server connecting Jira (Cloud + Server) with GitHub/GitLab. Branches, issue…
|
B 70 3⁄3 | ||||||||
| 20743 |
Provides brutally honest, humorous code reviews for GitHub pull requests using …
|
B 70 3⁄3 | ||||||||
| 20744 |
Manifold
Claim
Operation-first .NET foundation for generating fast CLI and MCP surfaces from a…
|
B 70 3⁄3 | ||||||||
| 20745 |
A local DLP middleware that redacts sensitive information from prompts using lo…
|
B 70 3⁄3 | ||||||||
| 20746 |
ControlKeel
Claim
Governed MCP workflows with policy validation, findings tracking, and review ga…
|
B 70 3⁄3 | ||||||||
| 20747 |
Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, a…
|
B 70 3⁄3 | ||||||||
| 20748 |
Provides structured access to RealTest backtesting documentation and example sc…
|
B 70 3⁄3 | ||||||||
| 20749 |
gradle-mcp
Claim
A comprehensive MCP server for Gradle.
|
B 70 3⁄3 | ||||||||
| 20750 |
AI agent discovery, marketplace, messaging, and payments on Nostr - no platform…
|
B 70 3⁄3 | ||||||||