MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 hour, 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23101 |
A Model Context Protocol server for managing Virtualbox and Vagrant virtual mac…
|
F 25 4⁄3 | ||||||||
| 23102 |
See what your AI agents can access. Scan MCP configs for exposed secrets, shado…
|
F 25 4⁄3 | ||||||||
| 23103 |
Enables comprehensive schema and solution management for Microsoft Dataverse, i…
|
F 25 4⁄4 | ||||||||
| 23104 |
An MCP server that provides access to Etherscan blockchain data APIs, allowing …
|
F 25 4⁄4 | ||||||||
| 23105 |
Damn Vulnerable MCP Server for Security Researchers.
|
F 25 4⁄4 | ||||||||
| 23106 |
A Robot Framework MCP Server
|
F 25 4⁄3 | ||||||||
| 23107 |
An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized …
|
F 25 4⁄4 | ||||||||
| 23108 |
Enables seamless interaction with Odoo instances through the Model Context Prot…
|
F 25 4⁄4 | ||||||||
| 23109 |
A collection of tools for interacting with Jira via the Model Context Protocol,…
|
F 25 4⁄4 | ||||||||
| 23110 |
Manage your emails effortlessly with a standardized interface for drafting, sen…
|
F 25 4⁄4 | ||||||||
| 23111 |
Enables Claude to automatically extract entities and relationships from URLs, P…
|
F 25 4⁄4 | ||||||||
| 23112 |
Enables LLM agents to interact with the MOSTLY AI Platform for generating synth…
|
F 25 4⁄4 | ||||||||
| 23113 |
JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tool…
|
F 25 4⁄3 | ||||||||
| 23114 |
A local sandbox that provides AI agents with code execution, filesystem access,…
|
F 25 4⁄3 | ||||||||
| 23115 |
Quality gates for AI agents. Lint, test, build checks with memory persistence.
|
F 25 4⁄3 | ||||||||
| 23116 |
Access and manage your CRM data seamlessly with 100+ tools in our HubSpot MCP i…
|
F 25 4⁄4 | ||||||||
| 23117 |
An MCP server that bridges AI agents with GUI automation capabilities, allowing…
|
F 25 4⁄3 | ||||||||
| 23118 |
Enables AI agents to interact with the Yapy Network social feed platform by reg…
|
F 25 4⁄4 | ||||||||
| 23119 |
A boilerplate for building MCP servers on Cloudflare Workers with built-in OAut…
|
F 25 4⁄4 | ||||||||
| 23120 |
Enables Claude to control PyMOL for molecular visualization and structural biol…
|
F 25 4⁄3 | ||||||||
| 23121 |
Curated directory of x402 payment protocol resources, MCP servers, and tools fo…
|
F 25 4⁄4 | ||||||||
| 23122 |
Enables secure access to BigQuery datasets with intelligent query result cachin…
|
F 25 4⁄4 | ||||||||
| 23123 |
A high-performance string search utility with Model Context Protocol integratio…
|
F 25 4⁄3 | ||||||||
| 23124 |
Integrates Firecrawl for web scraping, crawling, search, and content extraction…
|
F 25 4⁄4 | ||||||||
| 23125 |
Provides tools for querying onchain data across 12+ blockchain networks, includ…
|
F 25 4⁄4 | ||||||||
| 23126 |
Self-hosted knowledge backend for AI agents with hybrid search and MCP tools
|
F 25 4⁄3 | ||||||||
| 23127 |
Interact with Flowcore to perform actions, ingest data, and analyse, cross refe…
|
F 25 4⁄4 | ||||||||
| 23128 |
Offensive MCP server auditor — detects tool poisoning, credential leaks, RCE ve…
|
F 25 4⁄3 | ||||||||
| 23129 |
Discord MCP Server est un pont entre votre intelligence artificielle et Discord…
|
F 25 4⁄4 | ||||||||
| 23130 |
Collection of Google-native tools (Gmail, Calendar, Drive, Tasks) for MCP with …
|
F 25 4⁄4 | ||||||||
| 23131 |
An MCP server that enables AI-assisted mobile security testing by exposing Frid…
|
F 25 4⁄3 | ||||||||
| 23132 |
Connects AI assistants to the TailorKit API, enabling them to manage customizab…
|
F 25 4⁄4 | ||||||||
| 23133 |
An MCP server to communicate with the App Store Connect API for iOS Developers
|
F 25 4⁄3 | ||||||||
| 23134 |
Enables web scraping, crawling, and content extraction by integrating with the …
|
F 25 4⁄4 | ||||||||
| 23135 |
MCP server implementation for the UniFi network application
|
F 25 4⁄3 | ||||||||
| 23136 |
Open-source relational AI framework with identity persistence, memory, and MCP …
|
F 25 4⁄3 | ||||||||
| 23137 |
Prediction market probability oracle. 500+ markets from Kalshi, Polymarket & Me…
|
F 25 4⁄3 | ||||||||
| 23138 |
A Model Context Protocol server for executing commands via SSH on remote server…
|
F 25 4⁄3 | ||||||||
| 23139 |
Enables AI agents to control headless browsers running on geographically distri…
|
F 25 4⁄4 | ||||||||
| 23140 |
Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. OpenAI GPT-5, Deeps…
|
F 25 4⁄3 | ||||||||
| 23141 |
Turn any OpenAPI 3.x spec into callable MCP tools for Claude. No custom integra…
|
F 25 4⁄3 | ||||||||
| 23142 |
Enables natural language interaction with Google Calendar via the Model Context…
|
F 25 4⁄3 | ||||||||
| 23143 |
A secure Model Context Protocol server that enables Claude AI to list, search, …
|
F 25 4⁄4 | ||||||||
| 23144 |
🚀 Generate executable TypeScript tools from MCP servers with 98% token savings.…
|
F 25 4⁄3 | ||||||||
| 23145 |
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
|
F 25 4⁄4 | ||||||||
| 23146 |
mcpwall is a deterministic security proxy for MCP tool calls — iptables for MCP…
|
F 25 4⁄3 | ||||||||
| 23147 |
|
F 25 4⁄3 | ||||||||
| 23148 |
An intentionally vulnerable case management system designed for security traini…
|
F 25 4⁄4 | ||||||||
| 23149 |
The most powerful Android RPA agent framework, next generation mobile automati…
|
F 25 4⁄3 | ||||||||
| 23150 |
Gaia Protocol—a planetary DAO for global resource management using quantum-enta…
|
F 25 4⁄3 | ||||||||