MCP Server Quality Scores
Independent quality analysis of 48900 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19601 |
MCP-native, local-first memory for coding agents that turns coding sessions int…
|
B 81 3⁄3 | ||||||||
| 19602 |
Diablo II Resurrected modding toolkit — character builder, mod build/deploy pip…
|
B 81 3⁄3 | ||||||||
| 19603 |
Full-featured ADB MCP server — 204 tools across 45 modules, from UI to baseband.
|
B 81 3⁄3 | ||||||||
| 19604 |
MCP server connecting AI assistants to Autodesk Revit through a local bridge.
|
B 81 3⁄3 | ||||||||
| 19605 |
agience-core
Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
|
B 81 3⁄3 | ||||||||
| 19606 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19607 |
A Dockerized Python MCP server that bridges your local AI (e.g., Claude Desktop…
|
B 81 4⁄4 | ||||||||
| 19608 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 81 3⁄3 | ||||||||
| 19609 |
Context sync layer for AI agents. Ensures continuity and eliminates memory drif…
|
B 81 3⁄3 | ||||||||
| 19610 |
OpenAPI definitions, converters and LLM function calling schema composer.
|
B 81 4⁄3 | ||||||||
| 19611 |
MCP server adapter for mikuproject, providing tools, resources, and prompts to …
|
B 81 3⁄3 | ||||||||
| 19612 |
Graph-native bounded working memory for coding agents with typed memories, caus…
|
B 81 3⁄3 | ||||||||
| 19613 |
fastmail-mcp
Claim
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
|
B 81 4⁄4 | ||||||||
| 19614 |
Form builder and response collector for AI agents. Reads are free, writes requi…
|
B 81 3⁄3 | ||||||||
| 19615 |
pipepie
Claim
Self-hosted webhook relay and tunnel with Noise NK encryption. 13 MCP tools to …
|
B 81 3⁄3 | ||||||||
| 19616 |
Matlab MCP Server in python
|
B 81 3⁄3 | ||||||||
| 19617 |
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database…
|
B 81 4⁄3 | ||||||||
| 19618 |
The open-source memory operating system for AI agents. Persistent memory, seman…
|
B 81 3⁄3 | ||||||||
| 19619 |
Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glos…
|
B 81 3⁄3 | ||||||||
| 19620 |
Give your AI coding agent an architecture canvas to design and evolve diagrams.
|
B 81 3⁄3 | ||||||||
| 19621 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19622 |
Enables AI coding agents to securely execute shell commands on remote SSH serve…
|
B 81 3⁄3 | ||||||||
| 19623 |
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
|
B 81 4⁄4 | ||||||||
| 19624 |
101 tools for WooCommerce store management with field filtering and guided prom…
|
B 81 4⁄3 | ||||||||
| 19625 |
Email inbox placement testing across Gmail, Outlook, Yahoo, Mail.ru and Yandex.…
|
B 81 3⁄3 | ||||||||
| 19626 |
IMAP/SMTP email MCP server — 47 tools, IMAP IDLE push, multi-account, AI triage.
|
B 81 4⁄3 | ||||||||
| 19627 |
Manage Pterodactyl and Pelican game server panels through AI. 73 tools for serv…
|
B 81 4⁄4 | ||||||||
| 19628 |
tactual
Claim
Screen-reader navigation cost analyzer. Models real AT user effort with per-pro…
|
B 81 3⁄3 | ||||||||
| 19629 |
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, tra…
|
B 81 3⁄3 | ||||||||
| 19630 |
Calculate US household employer (nanny) taxes + run payroll via AI agents. All …
|
B 81 3⁄3 | ||||||||
| 19631 |
HEOR (Health Economics and Outcomes Research) MCP server with 7 tools for liter…
|
B 81 3⁄3 | ||||||||
| 19632 |
lets your preferred AI agent create & run fully managed [Octomind](https://www.…
|
B 81 4⁄4 | ||||||||
| 19633 |
An MCP server to autonomously launch, manage, and shutdown local mlx-lm instanc…
|
B 81 3⁄3 | ||||||||
| 19634 |
Ranked local code-graph context for AI coding agents. Intercepts reads + greps.…
|
B 81 3⁄3 | ||||||||
| 19635 |
mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via m…
|
B 81 3⁄3 | ||||||||
| 19636 |
Wraps the Claude Agent SDK as MCP servers, letting you spawn multiple specializ…
|
B 81 3⁄3 | ||||||||
| 19637 |
Bridge package enabling seamless integration between Model Context Protocol (MC…
|
B 81 4⁄3 | ||||||||
| 19638 |
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
B 81 4⁄3 | ||||||||
| 19639 |
MCP server exposing psycopg2 PostgreSQL database adapter functionality
|
B 81 3⁄3 | ||||||||
| 19640 |
MCP Sentinel
Claim
Zero-trust MCP security proxy with policy enforcement, PII scrubbing, approvals…
|
B 81 3⁄3 | ||||||||
| 19641 |
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selec…
|
B 81 4⁄3 | ||||||||
| 19642 |
MCP Cloudflare
Claim
Secure MCP server for Cloudflare DNS, Transform Rules, and Page Rules
|
B 81 4⁄3 | ||||||||
| 19643 |
MCP server connecting AI assistants to eToro for portfolio analysis, market res…
|
B 81 3⁄3 | ||||||||
| 19644 |
Neo4j-native DIKW memory for Claude Code — knowledge that compounds across sess…
|
B 81 3⁄3 | ||||||||
| 19645 |
A headless IDA Pro MCP server that enables AI agents to automatically open, ana…
|
B 81 3⁄3 | ||||||||
| 19646 |
MCP server for TNL (Typed Natural Language): per-feature English contracts for …
|
B 81 3⁄3 | ||||||||
| 19647 |
Combines hiring and tech-stack signals into one composite GTM score. Clay-ready…
|
B 81 3⁄3 | ||||||||
| 19648 |
CallRail REST API v3 integration with 49 tools for call tracking, form submissi…
|
B 81 3⁄3 | ||||||||
| 19649 |
An MCP server that allows AI agents to interact with and debug Tauri applicatio…
|
B 81 4⁄3 | ||||||||
| 19650 |
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
|
B 81 3⁄3 | ||||||||