MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 29101 |
matlab-mcp-server
Claim
Matlab MCP Server in python
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| 29102 |
indxr
Claim
A fast codebase indexer and knowledge wiki for AI agents.
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| 29103 |
skybridge
Claim
Skybridge is a framework for building ChatGPT & MCP Apps
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| 29104 |
A graph-friendly relational server that stores project memory, tasks, and metad…
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| 29105 |
adverb-checker
Claim
Find every adverb in your text to tighten prose and enforce style guides. Highl…
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| 29106 |
Shopify MCP Server
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Enables interaction with Shopify store data via GraphQL API, providing tools fo…
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| 29107 |
json-rpc
Claim
Discover available methods on any JSON-RPC endpoint. Invoke methods with custom…
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| 29108 |
claude-code-mcp
Claim
Streamline development by automating code generation and fixes, file operations…
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| 29109 |
obsidian-mcp
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| 29110 |
context7
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| 29111 |
SiteScore MCP Server
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Provides comprehensive website auditing for SEO, performance, accessibility, an…
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| 29112 |
Playwright MCP
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Enables browser automation through Playwright using accessibility tree snapshot…
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| 29113 |
afrikure-mcp
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| 29114 |
mcp-sse-test-4
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| 29115 |
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| 29116 |
HireScript MCP Server
Claim
Generates inclusive, bias-free job descriptions by leveraging Claude AI to dete…
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| 29117 |
Base MCP Server
Claim
Enables AI applications to interact with the Base Network blockchain and Coinba…
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| 29118 |
Smart‑Thinking
Claim
Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get com…
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| 29119 |
mastra-course
Claim
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| 29120 |
Knowledge MCP Server
Claim
Provides centralized knowledge management for projects, allowing users to store…
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| 29121 |
Enables image generation using Google's Gemini 2 API with customizable paramete…
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| 29122 |
n8nmcp
Claim
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| 29123 |
checklist
Claim
Machine-first beacon of operational ground truth for AI agents. Library regist…
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| 29124 |
Bellink MCP Server
Claim
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
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| 29125 |
Generic MCP Server
Claim
A dynamic server that automatically discovers and executes scripts from a tools…
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| 29126 |
mcp_trello
Claim
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| 29127 |
MCP server for querying Factry Historian.
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| 29128 |
Debug MCP Server
Claim
Enables AI-powered debugging through structured logging with pattern recognitio…
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| 29129 |
epidemicsound-mcp
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| 29130 |
chat
Claim
Chat Client for Your Service's MCP Server
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| 29131 |
Firewalla MCP Server
Claim
Provides real-time access to Firewalla firewall data through 28 specialized too…
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| 29132 |
A government-oriented MCP server implementing security controls for AegisReader…
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| 29133 |
pumpbhp
Claim
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| 29134 |
authbox
Claim
Zero-knowledge password manager with MCP credential gateway. BIP-39 seed phrase…
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| 29135 |
AgentPay — x402 crypto data gateway on Stellar. 10 live
pay-per-call tools: tok…
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| 29136 |
onUI
Claim
Annotate elements, draw regions, and ship cleaner UI faster.
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| 29137 |
instadomain-mcp
Claim
Domain registration for AI agents. Check availability, buy domains (Stripe or x…
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| 29138 |
lark-mcp
Claim
An MCP server that enables AI assistants to search, read, create, and update Fe…
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| 29139 |
claude-plugins
Claim
28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, it…
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| 29140 |
mcp
Claim
Turn any LLM into your lab assistant: search samples, track experiments, analyz…
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| 29141 |
PeopleBox ATS MCP Server
Claim
Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manag…
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| 29142 |
An MCP server running inside a trusted execution environment (TEE) via Gramine,…
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| 29143 |
Provides tools for managing Docker containers, Compose stacks, and system resou…
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| 29144 |
polaris-audit
Claim
Audit any website for privacy, security, accessibility, and performance issues …
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| 29145 |
AI Agent Marketplace — Search, execute, chain, and sell 3,000+ agents via MCP. …
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| 29146 |
XBTFX MCP Trading Server
Claim
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
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| 29147 |
Booli MCP Server
Claim
Enables AI assistants to search and analyze Swedish real estate data from Booli…
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| 29148 |
Docker MCP Server
Claim
Enables AI assistants to interact with Docker containers through safe, permissi…
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| 29149 |
LuffySolution55555
Claim
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| 29150 |
mcp-rs232
Claim
An MCP server that exposes RS232 serial port connectivity
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