MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35351 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
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| 35352 |
CodeBrain
Claim
Provides semantic code search and index status for codebases using RAG, enablin…
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| 35353 |
An MCP server that provides browser compatibility data and web API support info…
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| 35354 |
aegis-mcp
Claim
Provides AI coding agents with deterministic security requirements, approved pa…
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| 35355 |
kaito-mcp-server
Claim
Provides crypto market intelligence tools, reference resources, and prompt temp…
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| 35356 |
Gong-MCP
Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
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| 35357 |
@roarkanalytics/sdk-mcp
Claim
Enables AI assistants to interact with the Roark REST API, allowing them to exp…
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| 35358 |
lighthouse-mcp
Claim
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
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| 35359 |
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
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| 35360 |
testrail-mcp-server
Claim
Enables TestRail test management through MCP tools, allowing users to manage pr…
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| 35361 |
mcp-12306
Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
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| 35362 |
Pandough
Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
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| 35363 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 35364 |
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| 35365 |
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
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| 35366 |
ToolFunnel
Claim
A zero-dependency MCP gateway: host your own tools, forward and curate tools fr…
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| 35367 |
profile
Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
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| 35368 |
InterProScan MCP Service
Claim
Provides protein family, domain, and functional annotation using InterProScan, …
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| 35369 |
mcp
Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
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| 35370 |
opgg-esports
Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
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| 35371 | — | |||||||||
| 35372 |
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
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| 35373 |
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
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| 35374 |
MindMesh MCP Server
Claim
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
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| 35375 |
Cloudgate Workflow
Claim
Build and manage Cloudgate workflow-APIs: controllers, actions, workflow graphs…
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| 35376 |
alt-festival-mcp
Claim
An MCP server that lets Claude read live transcripts and notes from Alt, a real…
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| 35377 |
Qonto MCP Server
Claim
Enables interaction with the Qonto API v2 via 21 tools for organization, transa…
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| 35378 |
IBM i / RPG / DB2 bridge — parse, map, govern (IBM i security / SOX).
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| 35379 |
claude-edgar-mcp
Claim
Enables ticker-to-CIK resolution for SEC EDGAR, allowing users to query US stoc…
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| 35380 |
memory-mcp-server
Claim
Bridges Claude Code and Claude.ai by exposing project memory files over MCP for…
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| 35381 |
HeyTraders MCP
Claim
Run and backtest quantitative trading strategies using natural language descrip…
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| 35382 |
claude-amplifier
Claim
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
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| 35383 |
open-projects
Claim
Project management CLI + MCP server for AI agents. Register projects once, open…
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| 35384 |
An MCP server for offline network forensic analysis and threat intelligence, en…
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| 35385 |
Mem0 Memory Server
Claim
Enable AI agents to store, search, and delete persistent memories across sessio…
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| 35386 |
Provides automated analysis, audit, and code generation to migrate Nuxt 2/3 pro…
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| 35387 |
databricks-mcp
Claim
Exposes Databricks REST APIs as MCP tools for managing and querying a Databrick…
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| 35388 |
TickTick MCP Server
Claim
Enables AI assistants to manage TickTick tasks including listing, creating, upd…
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| 35389 |
EnConvert
Claim
Unified web ingestion for AI agents: perceive, discover, search, extract, inges…
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| 35390 |
ulu-voi-mcp
Claim
Provides curated, meaningful information about Voi ecosystem protocols, applica…
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| 35391 |
mcp-nexi-pos-api
Claim
An MCP server for Nexi POS payment operations, enabling creation of purchases a…
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| 35392 |
sql-mcp-server
Claim
MCP server for SQL Server database interactions, providing tools to list databa…
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| 35393 |
Notion MCP Server
Claim
A local MCP server for the Notion API, enabling AI agents to read, write, and m…
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| 35394 |
rabbitmq-mcp
Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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| 35395 |
node-red-mcp
Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
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| 35396 |
memoh-mcp
Claim
MCP server for managing Memoh AI agents from Claude Code, Cursor, or any MCP-co…
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| 35397 |
grammar-fix-ai-mcp
Claim
grammar-fix-ai-mcp MCP server by MEOK AI Labs
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| 35398 |
EFLOWCODE Image MCP
Claim
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
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| 35399 |
Price comparison & cart optimizer for bike parts across German & Austrian shops
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| 35400 |
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
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