MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22101 |
A simple, tiny, and asynchronous server and client implementation for the Moder…
|
C 66 4⁄3 | ||||||||
| 22102 |
Unified MCP server combining hybrid search (vector + BM25 + code graph), struct…
|
C 66 4⁄3 | ||||||||
| 22103 |
Enables interaction with Smartsheet API to search, retrieve, create, update, an…
|
C 66 4⁄4 | ||||||||
| 22104 |
Provides a unified tool for TLS certificate analysis with automatic OpenSSL int…
|
C 66 4⁄4 | ||||||||
| 22105 |
Rememberizer MCP Server
Claim
Enables semantic search and retrieval of personal and team knowledge from conne…
|
C 66 4⁄4 | ||||||||
| 22106 |
A secure* runtime for autonomous AI agents. Policy from plain-English constitut…
|
C 66 4⁄3 | ||||||||
| 22107 |
smart-context-mcp
Claim
Reduces AI agent token usage by 90% via context compression and task checkpoint…
|
C 66 3⁄3 | ||||||||
| 22108 |
A comprehensive MCP server providing unified access to over 144 tools for lendi…
|
C 66 4⁄4 | ||||||||
| 22109 |
mcp-ecosystem-platform
Claim
🚀 Ultimate Developer Productivity Suite - 11 specialized MCP servers for AI-pow…
|
C 66 4⁄3 | ||||||||
| 22110 |
Enables seamless integration with Etsy's marketplace API v3 to search listings,…
|
C 66 4⁄4 | ||||||||
| 22111 |
Provides AI assistants with comprehensive access to real-time and historical fi…
|
C 66 3⁄3 | ||||||||
| 22112 |
Enables users to manage workflows, monitor executions, and perform administrati…
|
C 66 4⁄4 | ||||||||
| 22113 |
python-ai-kit
Claim
Python boilerplate for creating AI agents, MCP servers, API microservices and m…
|
C 66 4⁄3 | ||||||||
| 22114 |
MCP server for SMS.RU API — send SMS, check status, balance. 3 tools.
|
C 66 3⁄3 | ||||||||
| 22115 |
A standalone agent runner that executes tasks using MCP (Model Context Protocol…
|
C 66 4⁄3 | ||||||||
| 22116 |
A Model Context Protocol (MCP) server for the @visactor/vchart that enables AI …
|
C 66 4⁄4 | ||||||||
| 22117 |
mcp-metaeditor
Claim
Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…
|
C 66 3⁄3 | ||||||||
| 22118 |
Enables integration with Colombian accounting software Siigo through its API. S…
|
C 66 4⁄4 | ||||||||
| 22119 |
decipher-research-agent
Claim
Turn topics, links, and files into AI-generated research notebooks — summarize,…
|
C 66 4⁄3 | ||||||||
| 22120 |
Agent-to-agent communication bridge for multi-agent systems
|
C 66 3⁄3 | ||||||||
| 22121 |
Enables deep research into cryptocurrency tokens by gathering data from multipl…
|
C 66 4⁄4 | ||||||||
| 22122 |
MCP server for Greater China local life services: Meituan/Ele.me food delivery,…
|
C 66 4⁄4 | ||||||||
| 22123 |
Enables Claude to consult over 17 AI platforms and 800,000+ models to provide a…
|
C 66 4⁄4 | ||||||||
| 22124 |
A Model Context Protocol server that provides comprehensive control over QuickB…
|
C 66 4⁄4 | ||||||||
| 22125 |
Enables AI assistants to control and interact with BetterTouchTool on macOS, al…
|
C 66 4⁄3 | ||||||||
| 22126 |
XcodeMCPKit
Claim
Xcode MCP proxy with multi-client sessions
|
C 66 3⁄3 | ||||||||
| 22127 |
A management toolkit for AI agent skills that provides an MCP server for search…
|
C 66 4⁄4 | ||||||||
| 22128 |
A persistent memory server for AI agents that stores structured notes in a loca…
|
C 66 4⁄3 | ||||||||
| 22129 |
An MCP server that enables Claude Code and other MCP clients to take screenshot…
|
C 66 3⁄3 | ||||||||
| 22130 |
An MCP server that gives LLMs persistent, searchable semantic memory
|
C 66 3⁄3 | ||||||||
| 22131 |
jebmcp
Claim
|
C 66 3⁄3 | ||||||||
| 22132 |
MCP Cheat Engine Server — provides safe, structured read-only access to memory …
|
C 66 4⁄3 | ||||||||
| 22133 |
Provides intelligent code context management and semantic search capabilities f…
|
C 66 4⁄4 | ||||||||
| 22134 |
An MCP server that enables LLM clients to manage Remnawave VPN panels through 5…
|
C 66 4⁄3 | ||||||||
| 22135 |
mcp-gateway
Claim
MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics a…
|
C 66 4⁄3 | ||||||||
| 22136 |
MCP server for YouTube creator-ops — video metadata, comments, playlists, chann…
|
C 66 3⁄3 | ||||||||
| 22137 |
Provides intelligent code context and analysis through semantic compression, AS…
|
C 66 4⁄4 | ||||||||
| 22138 |
Structured execution trace and span logging for AI agents
|
C 66 3⁄3 | ||||||||
| 22139 |
AI agent identity and reputation registry. Ed25519 cryptographic identity, proo…
|
C 66 4⁄3 | ||||||||
| 22140 |
Enables AI assistants to control GDB debugger via MCP protocol for local and re…
|
C 66 3⁄3 | ||||||||
| 22141 |
golf-scanner
Claim
Discover and audit MCP servers for security vulnerabilities across Claude Code,…
|
C 66 4⁄3 | ||||||||
| 22142 |
Enables reading, searching, and sending iMessages directly from MCP-compatible …
|
C 66 4⁄3 | ||||||||
| 22143 |
Transactional File System server for Model Context Protocol (MCP). Enterprise-g…
|
C 66 3⁄3 | ||||||||
| 22144 |
Get the narrative and API documentation for the exact version of any of your de…
|
C 66 4⁄3 | ||||||||
| 22145 |
WeatherAI MCP server — 11 live weather tools for Claude Desktop, Cursor, Windsu…
|
C 66 3⁄3 | ||||||||
| 22146 |
ZATCA, UAE CT, EU AI Act regulatory compliance for AI agents
|
C 66 3⁄3 | ||||||||
| 22147 |
Provides deterministic Python code quality analysis using flake8, mypy, McCabe,…
|
C 66 3⁄3 | ||||||||
| 22148 |
Provides persistent long-term memory for AI agents with semantic search and act…
|
C 66 3⁄3 | ||||||||
| 22149 |
Mnemo
Claim
Provides AI assistants with extended memory by loading large codebases, documen…
|
C 66 4⁄4 | ||||||||
| 22150 |
Enables AI assistants to interact with Attio CRM through natural language, prov…
|
C 66 4⁄4 | ||||||||