MCP Server Quality Scores
Independent quality analysis of 53551 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53351 |
servidor-acordaos-ia
Claim
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| 53352 |
Funplay Cocos MCP
Claim
stdio bridge for the local Cocos Creator Editor MCP server from FunplayAI/funpl…
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| 53353 |
Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
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| 53354 |
saihm-mcp
Claim
Sovereign encrypted persistent memory for AI agents. 8 MCP tools. GDPR erasure.…
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| 53355 |
An MCP Server that enables interaction with Zoom's API through the Multi-Agent …
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| 53356 |
instagram-mcp
Claim
MCP server providing seamless integration with Instagram's Graph API for busine…
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| 53357 |
mcp-llm-eval
Claim
A local MCP server that packages LLM evaluation gates as reusable CI/CD primiti…
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| 53358 |
lumina-docs
Claim
A structured document management system using MCP protocol to handle large requ…
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| 53359 |
Extract DSL from MasterGo design files to analyze structure and generate accura…
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| 53360 |
terminal-x-mcp
Claim
Terminal\[X]MCP is a Model Context Provider (MCP) server that enables intellige…
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| 53361 |
repl-mcp
Claim
Enables creation and management of persistent REPL sessions for various languag…
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| 53362 |
Myelin
Claim
Myelin provides persistent, brain-inspired memory for AI agents, enabling cross…
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| 53363 |
mcp-server
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| 53364 |
ClawPay
Claim
Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…
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| 53365 |
memorybridge
Claim
Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…
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| 53366 |
trust-gate
Claim
Merchant trust verification for agentic commerce. Verify any merchant before au…
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| 53367 |
paldo-mcp
Claim
MCP server providing access to 1M synthetic Korean personas based on KOSIS stat…
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| 53368 |
Xylent MCP Server
Claim
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
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| 53369 |
DesignBot MCP
Claim
Forwards messages to the Designsystemet assistant endpoint, enabling access thr…
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| 53370 |
MCP Google Tools Server
Claim
A full-featured Model Context Protocol server that gives AI assistants real-tim…
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| 53371 |
clickup
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| 53372 |
MCP server for information collection, text analysis, and content generation, e…
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| 53373 |
jupyter-editor-mcp
Claim
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
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| 53374 |
clickhouse
Claim
Enables AI assistants to query and manage ClickHouse databases, supporting SELE…
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| 53375 |
MCP Art Supply Store
Claim
A comprehensive business management server with 36 tools for running an art sup…
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| 53376 |
Shopify MCP
Claim
Enables natural language management of Shopify stores, including orders, custom…
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| 53377 |
MCP-AI-Gateway
Claim
Unified local MCP AI Gateway that routes across Groq, OpenRouter, Mistral, and …
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| 53378 |
lgl-mcp-server
Claim
MCP server for Little Green Light CRM. Search donors, log gifts, manage groups …
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| 53379 |
MCP File Manager
Claim
A full-stack web application that allows users to upload, view, edit, and delet…
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| 53380 |
dida-mcp-server
Claim
Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags thro…
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| 53381 |
CodeWiki MCP Server
Claim
Integrates with Google CodeWiki to search, fetch, and cache documentation for G…
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| 53382 |
Rexi MCP Server
Claim
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
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| 53383 |
openbci-mcp
Claim
MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…
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| 53384 |
todo-mcp-server
Claim
A TODO management MCP server using Cloudflare Workers and D1 database, enabling…
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| 53385 |
Tap
Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
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| 53386 |
HiveAgent — The Agentzon
Claim
498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…
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| 53387 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 53388 |
An MCP server that integrates with GitHub Copilot to analyze Axivion static-ana…
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| 53389 |
Shopify MCP Server
Claim
Enables querying Shopify store data (products, customers, orders) via GraphQL A…
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| 53390 |
xpoz
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| 53391 |
PostgreSQL MCP Server
Claim
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
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| 53392 |
avanan-legacy-mcp
Claim
A legacy MCP server for Avanan cloud email security, providing tools to manage …
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| 53393 |
odoo-superior-mcp
Claim
Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…
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| 53394 |
MCP server providing personalized greetings with AI-powered tools using Spring …
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| 53395 |
Comprehensive MCP server for analyzing GitHub pull requests, detecting security…
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| 53396 |
VibeServe
Claim
A production-grade MCP server that turns natural language intent into fully-arc…
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| 53397 |
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
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| 53398 |
pg-mcp
Claim
A Model Context Protocol server for PostgreSQL that enables database operations…
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| 53399 |
mcp--server
Claim
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| 53400 |
JSON Contracts
Claim
JSON contract registry and validator for structured LLM and agent outputs.
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