MCP Server Quality Scores
Independent quality analysis of 69261 public MCP servers
Last updated 3 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25051 |
The Offorte Proposal Software MCP server enables creation and sending of busine…
|
F 30 4⁄4 | ||||||||
| 25052 |
A specialized code review service that provides 36+ critics for different progr…
|
F 30 4⁄3 | ||||||||
| 25053 |
A simple server that acts as a Master Control Program (MCP) for unified interac…
|
F 30 4⁄4 | ||||||||
| 25054 |
Enables AI agents to securely read and write data to an Atomic CRM instance via…
|
F 30 4⁄4 | ||||||||
| 25055 |
A comprehensive security scanner for Model Context Protocol (MCP) servers that …
|
F 30 4⁄3 | ||||||||
| 25056 |
Enables interaction with the DROYD AI trading agent API for cryptocurrency rese…
|
F 30 4⁄4 | ||||||||
| 25057 |
This project provides a robust integration between AI assistants and FreeCAD CA…
|
F 30 4⁄4 | ||||||||
| 25058 |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
|
F 30 4⁄3 | ||||||||
| 25059 |
Integrates Taiwan-specific medical data including ICD-10 codes, FDA drug databa…
|
F 30 4⁄4 | ||||||||
| 25060 |
Enables management of the Proflores budgeting system, allowing users to interac…
|
F 30 4⁄4 | ||||||||
| 25061 |
Acts as an AI Gateway for MCP servers using Azure API Management, implementing …
|
F 30 4⁄4 | ||||||||
| 25062 |
Daem0n-MCP provides AI agents with persistent, semantically indexed memory to t…
|
F 30 4⁄3 | ||||||||
| 25063 |
An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud servic…
|
F 30 4⁄4 | ||||||||
| 25064 |
|
F 30 4⁄3 | ||||||||
| 25065 |
MCP Server that enables natural language interaction with iSendPro's SMS messag…
|
F 30 4⁄4 | ||||||||
| 25066 |
Provides unified project context and monitoring capabilities including project …
|
F 30 4⁄3 | ||||||||
| 25067 |
1000+ scientific tools for AI scientists: life science, reserach, literature, a…
|
F 30 4⁄3 | ||||||||
| 25068 |
Bridges the WhatsApp HTTP API with AI assistants to enable full control over me…
|
F 30 4⁄4 | ||||||||
| 25069 |
Enables AI assistants to access educational domain tools including grading, cog…
|
F 30 4⁄4 | ||||||||
| 25070 |
Connect AI agents to the Aevo trading platform. Retrieve market data, manage ac…
|
F 30 4⁄4 | ||||||||
| 25071 |
Provides tools for AI assistants to manage and diagnose MWAA Airflow environmen…
|
F 30 4⁄3 | ||||||||
| 25072 |
|
F 30 4⁄3 | ||||||||
| 25073 |
An AI-powered Model Context Protocol server for Claude Code that provides code …
|
F 30 4⁄4 | ||||||||
| 25074 |
This MCP (Model Context Protocol) Server provides a communication interface for…
|
F 30 4⁄3 | ||||||||
| 25075 |
Persistent memory system for AI coding assistants. Captures decisions, learning…
|
F 30 4⁄3 | ||||||||
| 25076 |
An MCP server that provides access to Google Cloud Monitoring API, enabling int…
|
F 30 4⁄4 | ||||||||
| 25077 |
Enable question answering workflows with a simple agent setup. Facilitate autom…
|
F 30 4⁄3 | ||||||||
| 25078 |
MCP server for the SynergyAge database of synergistic and antagonistic genetic …
|
F 30 4⁄4 | ||||||||
| 25079 |
An MCP server that enables interaction with Google Cloud Filestore API, allowin…
|
F 30 4⁄4 | ||||||||
| 25080 |
A TypeScript-based server that enables programmatic management of pseudo-termin…
|
F 30 4⁄3 | ||||||||
| 25081 |
Enables users to interact with GitHub's Projects v2 API through natural languag…
|
F 30 4⁄4 | ||||||||
| 25082 |
A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and E…
|
F 30 4⁄3 | ||||||||
| 25083 |
Provides dynamic short-term and long-term memory management with keyword-based …
|
F 30 4⁄3 | ||||||||
| 25084 |
Enables programmatic interaction with ArchiveBox web archiving functionality th…
|
F 30 4⁄4 | ||||||||
| 25085 |
An MCP server that enables AI assistants to order food from TGO Yemek by browsi…
|
F 30 4⁄4 | ||||||||
| 25086 |
Provides comprehensive access to Salesforce B2C Commerce Cloud development tool…
|
F 30 4⁄3 | ||||||||
| 25087 |
A comprehensive integration providing over 46 tools for managing GitLab project…
|
F 30 4⁄4 | ||||||||
| 25088 |
Provides intelligent access to local music collections through advanced metadat…
|
F 30 4⁄4 | ||||||||
| 25089 |
A unified gateway and web dashboard that aggregates multiple MCP servers into a…
|
F 30 4⁄4 | ||||||||
| 25090 |
|
F 30 4⁄3 | ||||||||
| 25091 |
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools …
|
F 30 4⁄3 | ||||||||
| 25092 |
A proxy server that bridges AI agents and external APIs by dynamically translat…
|
F 30 4⁄4 | ||||||||
| 25093 |
Enables AI assistants to interact with the MetaTrader 5 trading platform for ma…
|
F 30 4⁄3 | ||||||||
| 25094 |
A fully functional MCP server and CLI for YouTube to automate YouTube operation
|
F 30 4⁄3 | ||||||||
| 25095 |
MCP server for TIDAL - search tracks, manage playlists, and get personalized re…
|
F 30 4⁄3 | ||||||||
| 25096 |
Processes test scenarios from user prompts to generate complete WDIO test suite…
|
F 30 4⁄3 | ||||||||
| 25097 |
A Model Context Protocol server that enables AI assistants to perform YARA rule…
|
F 30 4⁄4 | ||||||||
| 25098 |
Provides a tiered, persistent memory architecture for Claude to automatically c…
|
F 30 4⁄4 | ||||||||
| 25099 |
Enables first-order logic reasoning including theorem proving, model finding, c…
|
F 30 4⁄4 | ||||||||
| 25100 |
This is an MCP server used for querying books, and it can be applied in common …
|
F 30 4⁄4 | ||||||||