MCP Server Quality Scores
Independent quality analysis of 53551 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53401 |
Zoo Animals MCP Server
Claim
Provides tools to get random zoo animals, search by name, and filter by type, r…
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| 53402 |
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
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| 53403 |
MCP Learning Server
Claim
A comprehensive educational server demonstrating Model Context Protocol capabil…
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| 53404 |
MCP SQLite Server
Claim
Query, explore, and manage SQLite databases through the Model Context Protocol.…
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| 53405 |
An MCP server that gives AI agents full control over pfSense firewalls via the …
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| 53406 |
ai-model-router
Claim
Cloudflare Workers MCP server: ai-model-router
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| 53407 |
lucky
Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
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| 53408 |
midi-composer-mcp
Claim
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
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| 53409 |
claude-code
Claim
Enables Codex to delegate tasks to Claude Code, allowing Claude to investigate,…
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| 53410 |
zhihu MCP Server
Claim
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
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| 53411 |
skillsyncai
Claim
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| 53412 |
Gremlin Web Scraper MCP
Claim
A lightweight HTTP module that enables scraping visible text from any publicly …
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| 53413 |
ltm
Claim
Portable memory protocol for AI coding sessions. Push the state of a session (g…
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| 53414 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 53415 |
Langfuse Trace Fetcher
Claim
Fetches Langfuse observability traces directly into a VS Code coding agent's co…
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| 53416 |
smithery
Claim
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| 53417 |
Enables retrieval of relevant context from Confluence pages using RAG and Chrom…
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| 53418 |
CloudZIR MCP Server
Claim
An enterprise-grade MCP server providing integrated system prompts and context …
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| 53419 |
Query SEC EDGAR for company filings, financial data, and executive disclosures.…
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| 53420 |
NerdExam
Claim
Search 2,700+ IT certification practice exams from Microsoft, Cisco, CompTIA, A…
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| 53421 |
sparkit-mcp
Claim
MCP server for [SPARKIT](https://sparkit.science), a scientific research agent …
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| 53422 |
Sling CLI MCP server for data pipeline and replication management
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| 53423 |
MCPower Security Proxy
Claim
Security proxy that wraps MCP servers with real-time monitoring and policy enfo…
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| 53424 |
Self-hosted continuity and collaboration substrate for autonomous agents.
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| 53425 |
DNS analytics and optimization. Debug DNS issues and optimize performance based…
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| 53426 |
mem9-guard-mcp
Claim
An MCP server that provides a guarded interface to the mem9 persistent memory b…
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| 53427 |
agent-bridge-mcp
Claim
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
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| 53428 |
facebook-business-mcp
Claim
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
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| 53429 |
oh-my-mcp
Claim
A powerful MCP server with 116 practical tools across 9 categories including co…
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| 53430 |
lemmebuyit-mcp
Claim
Search 86 US retailers — 260M+ products with real-time pricing, stock, and pric…
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| 53431 |
ultimate-playwright-mcp
Claim
Multi-agent Playwright MCP server with tab isolation via targetId, enabling mul…
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| 53432 |
mcp-code-context
Claim
Enables LLMs to efficiently read, write, and refactor code using precise AST-ba…
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| 53433 |
nano-banana-mcp
Claim
Enables AI image generation and editing using Google's Gemini models via natura…
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| 53434 |
pointless
Claim
Self-hosted presentation tool that lets LLMs create and publish interactive HTM…
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| 53435 |
AuditShield
Claim
A three-layer MCP server that filters false positives from static analysis tool…
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| 53436 |
Security-hardened file organizer with smart categorization and duplicate detect…
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| 53437 |
screen-mcp
Claim
An MCP server that gives a model eyes and hands on a Linux Wayland desktop, ena…
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| 53438 |
Instagram DM MCP Server
Claim
Enables sending and receiving Instagram Direct Messages, managing conversations…
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| 53439 |
Anchor
Claim
a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
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| 53440 |
electron-mcp
Claim
MCP server for interacting with and debugging Electron apps, providing tools fo…
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| 53441 |
Pearch
Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
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| 53442 |
jaso-mcp
Claim
A simple notes system that allows creating, storing, and accessing text notes t…
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| 53443 |
Model Context Protocol (MCP) server that interacts with Shopify Dev.
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| 53444 |
An MCP server that connects Claude to Google Sheets for enhanced brainstorming …
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| 53445 |
property-finance-mcp
Claim
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
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| 53446 |
MCP server for AI job search — find jobs, track applications, get alerts. Claud…
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| 53447 |
Import Skills Power
Claim
Enables importing, managing, and using Markdown skills from GitHub repositories…
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| 53448 |
Deploys a stateless MCP server on AWS Lambda and API Gateway using CDK, support…
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| 53449 |
mcp-discord-bridge
Claim
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
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| 53450 |
Ready APIs
Claim
135 MCP tools: geo, email, phone, company, DNS, FX, equities, weather, tax, eco…
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