MCP Server Quality Scores
Independent quality analysis of 48850 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20851 |
|
B 73 3⁄3 | ||||||||
| 20852 |
Naver Real Estate MCP
Claim
Enables automated collection of apartment listing data from Naver Real Estate u…
|
B 73 3⁄3 | ||||||||
| 20853 |
Allow AI systems to read and edit Google Docs.
|
B 73 4⁄3 | ||||||||
| 20854 |
Multi-chain EVM blockchain data with companion smart contracts
|
B 73 3⁄3 | ||||||||
| 20855 |
Enables AI interaction with embodied humans, autonomous vehicles, and drones th…
|
B 73 3⁄3 | ||||||||
| 20856 |
MCP server for CookUnity meal delivery service. Browse menus, manage carts, con…
|
B 73 4⁄4 | ||||||||
| 20857 |
magpipe
Claim
Manage AI voice agents, calls, SMS, contacts, and phone numbers via Magpipe.
|
B 73 4⁄3 | ||||||||
| 20858 |
An MCP server that converts Windows WPR .etl performance traces into structured…
|
B 73 3⁄3 | ||||||||
| 20859 |
Personalize AI coding assistants by analyzing local conversation history. Runs …
|
B 73 3⁄3 | ||||||||
| 20860 |
psyXe MCP Server
Claim
Apple Notes, Reminders, and Contacts for AI assistants. BERT semantic search. m…
|
B 73 3⁄3 | ||||||||
| 20861 |
Provides 18 tools for MacCMS spider development, including website analysis, so…
|
B 73 3⁄3 | ||||||||
| 20862 |
Provides AI assistants with vector search and persistent memory capabilities us…
|
B 73 4⁄4 | ||||||||
| 20863 |
Hands-on workshop: Build a multi-agent AI system from scratch — Deep Research A…
|
B 73 3⁄3 | ||||||||
| 20864 |
Lastest
Claim
MCP serverr for Lastest to manage your tests, AI create them, run them, and spe…
|
B 73 3⁄3 | ||||||||
| 20865 |
Give your AI agent a real phone number for SMS verification codes.
|
B 73 3⁄3 | ||||||||
| 20866 |
A stealth browser MCP server with 69 tools for undetectable web automation. It …
|
B 73 3⁄3 | ||||||||
| 20867 |
Search and cite ASTGL articles about MCP servers, local AI, and AI automation.
|
B 73 3⁄3 | ||||||||
| 20868 |
PowerShell.MCP
Claim
The universal MCP server for Claude Code and other MCP-compatible clients. One …
|
B 73 3⁄3 | ||||||||
| 20869 |
MCP server for DeLonghi ECAM espresso coffee machines via local network
|
B 73 3⁄3 | ||||||||
| 20870 |
MCP server for Follow Up Boss CRM with 157 tools covering 100% of the official …
|
B 73 4⁄3 | ||||||||
| 20871 |
mcp-probe
Claim
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. Th…
|
B 72 4⁄3 | ||||||||
| 20872 |
MSFConsole MCP Server
Claim
Enables secure integration with Metasploit Framework for AI assistants, providi…
|
B 72 4⁄3 | ||||||||
| 20873 |
Enables AI agents to manage WordPress sites with 190+ tools for content managem…
|
B 72 4⁄4 | ||||||||
| 20874 |
Preview release of FusionAuth API MCP server
|
B 72 4⁄3 | ||||||||
| 20875 |
Enables interaction with Megaplan project management platform, allowing users t…
|
B 72 3⁄3 | ||||||||
| 20876 |
A comprehensive web scraping server that transforms web content into clean, age…
|
B 72 4⁄4 | ||||||||
| 20877 |
agentidentityprotocol
Claim
Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enfor…
|
B 72 3⁄3 | ||||||||
| 20878 |
javalens-mcp
Claim
56 semantic Java analysis tools via Eclipse JDT. Compiler-accurate navigation, …
|
B 72 3⁄3 | ||||||||
| 20879 |
MCP server for code structure analysis using tree-sitter.
|
B 72 3⁄3 | ||||||||
| 20880 |
Provides advanced analysis of conversations from Limitless Pendant recordings, …
|
B 72 4⁄4 | ||||||||
| 20881 |
A local MCP server that provides AI coding assistants with semantic search capa…
|
B 72 3⁄3 | ||||||||
| 20882 |
goku
Claim
Goku is an HTTP load testing application written in Rust
|
B 72 4⁄3 | ||||||||
| 20883 |
Enables automated control of TradingView Desktop via Chrome DevTools Protocol w…
|
B 72 3⁄3 | ||||||||
| 20884 |
A Windows desktop GUI control MCP server that enables agents to operate semanti…
|
B 72 3⁄3 | ||||||||
| 20885 |
MCP server for CloudPayments API — charge, auth, confirm, void, refund, find tr…
|
B 72 3⁄3 | ||||||||
| 20886 |
An MCP server for automating Google Workspace applications including Sheets, Ap…
|
B 72 3⁄3 | ||||||||
| 20887 |
An MCP server that exposes pwndbg commands running under LLDB as tools for AI a…
|
B 72 3⁄3 | ||||||||
| 20888 |
MCP server to integrate with Juniper Routing Director
|
B 72 3⁄3 | ||||||||
| 20889 |
An MCP server that exposes a legacy vulnerability database as tools for LLM cli…
|
B 72 3⁄3 | ||||||||
| 20890 |
Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama…
|
B 72 3⁄3 | ||||||||
| 20891 |
An AI-powered MCP server that converts guitar audio recordings into high-qualit…
|
B 72 3⁄3 | ||||||||
| 20892 |
Sound
Claim
Apple Music playback control, library search, playlist management, and queue op…
|
B 72 3⁄3 | ||||||||
| 20893 |
MCP server for managing Apidog test cases, scenarios, suites, and test data
|
B 72 4⁄3 | ||||||||
| 20894 |
An MCP server providing comprehensive access to Ethereum blockchain data across…
|
B 72 4⁄4 | ||||||||
| 20895 |
Kommo MCP Server
Claim
Enables integration with Kommo CRM to manage leads, add notes and tasks, update…
|
B 72 4⁄4 | ||||||||
| 20896 |
Solana DEX whale intelligence: alpha, divergence, accumulation, BTC regime via …
|
B 72 3⁄3 | ||||||||
| 20897 |
MCP Code Validator
Claim
A TypeScript MCP server that validates codebases against configurable rules. It…
|
B 72 3⁄3 | ||||||||
| 20898 |
Enables AI agents to launch, monitor, and manage long-running terminal processe…
|
B 72 3⁄3 | ||||||||
| 20899 |
Provides comprehensive access to Jira Cloud and Data Center instances for manag…
|
B 72 4⁄4 | ||||||||
| 20900 |
Simple MCP server that exposes a tool to fetch student result/CGPA data from MA…
|
B 72 3⁄3 | ||||||||