MCP Server Quality Scores
Independent quality analysis of 66495 public MCP servers
Last updated 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55201 |
algo-coach-mcp
Claim
Interactive algorithm coach MCP server that provides guided practice, local cod…
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| 55202 |
aria-mcp-trafik-dk
Claim
Provides access to real-time Danish road traffic events, roadworks, and queues …
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| 55203 |
markdown-mcp
Claim
Splits Markdown documents into hierarchical sections with parent-child and sibl…
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| 55204 |
MindMap
Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
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| 55205 |
AccessibilityAI
Claim
Autonomous WCAG 2.1 accessibility auditor that scans, fixes, re-verifies, and g…
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| 55206 |
pinoox-mcp
Claim
MCP server for the Pinoox PHP HMVC platform, giving any MCP-compatible AI clien…
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| 55207 |
agentify
Claim
Turn any OpenAPI / Swagger spec into an agent-ready MCP server.
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| 55208 |
mcp-alphafold
Claim
Provides access to AlphaFold predicted protein 3D structures from EBI, enabling…
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| 55209 |
Finance MCP Server
Claim
Enables fetching financial statements (Income Statement, Balance Sheet, Cash Fl…
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| 55210 |
neo4jmcp
Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
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| 55211 |
tokenless-zendesk-mcp
Claim
MCP server that authenticates via browser session cookies to access Zendesk's R…
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| 55212 |
gdb-mcp
Claim
Enables AI agents to debug C/C++ programs with GDB or LLDB, supporting breakpoi…
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| 55213 |
seocli
Claim
Enables AI agents to crawl and audit websites for SEO issues, returning structu…
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| 55214 |
Topaz MCP Server
Claim
Create Topaz AI tasks through RunAPI — 2 endpoints, 2 models — then poll status…
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| 55215 |
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers…
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| 55216 |
chrome-dev-mcp
Claim
An MCP server that connects AI agents to a running Chrome tab via the Chrome De…
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| 55217 |
grok-search-mcp
Claim
MCP server that enables coding agents to search X/Twitter and the web through t…
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| 55218 |
MCP on Azure
Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
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| 55219 |
mcp-server-saxo
Claim
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
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| 55220 |
industrylens-mcp
Claim
Browse IndustryLens's published competitive-intelligence reports and head-to-he…
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| 55221 |
zee5-catalog-mcp
Claim
Provides synthetic catalog search, metadata retrieval, similar titles, trending…
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| 55222 |
xhs-mcp-light
Claim
A lightweight MCP server that lets AI assistants publish notes to Xiaohongshu (…
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| 55223 |
Packkit
Claim
Scaffold modern npm packages, CLIs, services and apps as a native tool for AI a…
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| 55224 |
Enables high-quality AI image generation with superior text rendering using the…
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| 55225 |
hermes-marketplace-tools
Claim
Provides MCP tools for searching and comparing products on Wildberries (and Ozo…
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| 55226 |
playwright-mcp
Claim
Provides browser automation capabilities for AI assistants, enabling web naviga…
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| 55227 |
reasonix-feishu-mcp
Claim
MCP server for Feishu/Lark API integration, enabling AI agents to send messages…
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| 55228 |
MCP Playground
Claim
Research and analysis toolkit offering real-time data access via MCP, including…
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| 55229 |
MCP server for Hivekey — Identity infrastructure for AI agents
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| 55230 |
YggTorrent MCP Server
Claim
Enables searching and downloading torrents from YggTorrent via MCP tools such a…
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| 55231 |
ELM MCP
Claim
Enables AI assistants to interact with IBM Engineering Lifecycle Management (EL…
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| 55232 |
UltraMemory
Claim
Cross-tool memory for your AI that recalls first every turn and admits when it …
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| 55233 |
Comptox MCP Server
Claim
Exposes EPA Computational Toxicology (CompTox) evidence federation through MCP,…
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| 55234 |
UI Bridge MCP
Claim
Enables AI to inspect and interact with UI elements, supporting control mode fo…
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| 55235 |
apollo-io-mcp
Claim
MCP server for Apollo.io B2B database enabling people and company search, enric…
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| 55236 |
gepai-mcp
Claim
An MCP server for designing environmental education lessons using built-in Kore…
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| 55237 |
mcp-spritesheet-forge
Claim
A hosted Model Context Protocol (MCP) server for game-dev spritesheet workflows…
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| 55238 |
portaljs-mcp-server
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 55239 |
NinjaProxy MCP Server
Claim
Manage and access your static proxy IPs from NinjaProxy. Retrieve your proxy IP…
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| 55240 |
PICO MCP Extensions
Claim
Exposes PICO XR building blocks as MCP tools, enabling AI agents to programmati…
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| 55241 |
project-management-ai-mcp MCP server by MEOK AI Labs
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| 55242 |
Supermemory
Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
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| 55243 |
access-calibre
Claim
MCP server enabling LLMs to query a local Calibre Content Server for ebook meta…
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| 55244 |
shopify-store-mcp
Claim
Enables AI agents to manage Shopify stores via natural language, with tools for…
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| 55245 |
server
Claim
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| 55246 |
fida
Claim
Local-first MCP gateway for coding agents that redacts detected secrets from fi…
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| 55247 |
@designjs/mcp-server
Claim
MCP server that enables AI coding agents to read and write to a local-first HTM…
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| 55248 |
@a-bonus/redmine-mcp
Claim
MCP server for Redmine that enables interaction with issues, wiki pages, and ti…
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| 55249 |
@testmaze/mcp
Claim
Connects MCP-compatible coding agents to a hosted Test Maze instance for verify…
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| 55250 |
linkedin-mcp
Claim
LinkedIn for AI assistants over an authenticated browser session — profiles, pe…
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