MCP Server Quality Scores
Independent quality analysis of 57357 public MCP servers
Last updated 38 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57201 |
Start, observe, and interact with Claude Managed Agents from any MCP client — l…
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| 57202 |
gpt-image-2-mcp
Claim
Exposes OpenAI's gpt-image-2 (image generation and editing) as an MCP server fo…
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| 57203 |
linggen-mcp
Claim
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| 57204 |
Serves as a Model Context Protocol server that provides tools to look up Amazon…
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| 57205 |
reddit-mcp-server
Claim
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| 57206 |
mcp-odoo-jsonrpc
Claim
MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC…
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| 57207 |
PoseBusters MCP Server
Claim
Validates the physical and chemical plausibility of ligand–protein docking pose…
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| 57208 |
mcp-s3-server
Claim
MCP server enabling AI models to list S3 buckets, objects, and download files s…
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| 57209 |
instagram-mcp
Claim
Provides Instagram analytics, media downloads, and search capabilities through …
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| 57210 |
serial-mcp
Claim
MCP server that lets LLMs talk to serial devices: microcontrollers, routers, mo…
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| 57211 |
meta-threads-mcp
Claim
Unofficial MCP server for Meta's Threads API. Enables LLMs like Claude to publi…
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| 57212 |
MCP Tiingo Server
Claim
Provides financial data tools including stock prices, news, forex, fundamentals…
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| 57213 |
mcp-cricket
Claim
Wraps CricAPI to provide live cricket data, enabling AI agents to query cricket…
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| 57214 |
excalidraw-mcp
Claim
Enables AI agents to create and manipulate live visual diagrams on an Excalidra…
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| 57215 |
brave-search
Claim
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| 57216 |
weather
Claim
An MCP server that provides weather alerts and forecasts using the National Wea…
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| 57217 |
qr-for-agent
Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
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| 57218 |
FTIR.fun MCP Server
Claim
Enables analysis of FTIR spectra by accepting peak lists, natural-language desc…
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| 57219 |
merch-connector
Claim
An MCP server that gives AI agents eyes on any e-commerce storefront, enabling …
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| 57220 |
pripera
Claim
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| 57221 |
boss-zhipin-mcp
Claim
Enables AI assistants to automate BOSS直聘 recruitment tasks including candidate …
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| 57222 |
Provides comprehensive access to MoEngage documentation from developers, help, …
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| 57223 |
HyperStore-MCP
Claim
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (k…
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| 57224 |
Syncnox MCP Server
Claim
Enables AI agents to manage routes via Syncnox backend, with tools to add stops…
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| 57225 |
vsc-mcp
Claim
Enables interaction with VSCode and its forks like Cursor and Windsurf, support…
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| 57226 |
q402-mcp
Claim
Q402 — gasless payments on 10 EVM chains + CCIP bridge (eth/avax/arbitrum). San…
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| 57227 |
forge-mcp
Claim
Prototype MCP server enabling coding agents to manage Amigo Agent Forge operati…
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| 57228 |
Modern CLI MCP Server
Claim
MCP server exposing 104+ modern CLI tools for AI agents with JSON output.
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| 57229 |
hephaestus-docker-power
Claim
Provides MCP tools for setting up and managing Hephaestus development environme…
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| 57230 |
Theta Health MCP
Claim
Theta Health MCP is a HIPAA-complaint intelligent memory layer for your health …
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| 57231 |
biopharma-catalyst-mcp
Claim
Enables biopharma catalyst research by aggregating signals from ClinicalTrials.…
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| 57232 |
etherscanmcp2
Claim
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| 57233 |
SmartSuite MCP Server
Claim
Enables interaction with SmartSuite workspace data through natural language, pr…
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| 57234 |
mcp_123
Claim
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| 57235 |
Enable AI agents to interact with Reddit by reading posts, creating content, an…
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| 57236 |
ecommerce-ai-mcp
Claim
ecommerce-ai-mcp MCP server by MEOK AI Labs
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| 57237 |
fabric-lakehouse-mcp
Claim
A Model Context Protocol server for Microsoft Fabric that enables AI agents to …
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| 57238 |
wartegonline-mcp-ts
Claim
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| 57239 |
X API FastMCP Server
Claim
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
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| 57240 |
ai-readme-manager
Claim
A smart documentation system that helps AI assistants understand and follow you…
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| 57241 |
mcp-gera-persona
Claim
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
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| 57242 |
LeyChile MCP
Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
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| 57243 |
novada-mcp
Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
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| 57244 |
Eureka Labo MCP Server
Claim
Enables task management and automated development tracking for Eureka Labo proj…
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| 57245 |
Docker MCP
Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
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| 57246 |
ConvRadar
Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
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| 57247 |
An MCP server for obtaining the README content, metadata and search function of…
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| 57248 |
godot-devtool
Claim
A Godot 4 MCP server for AI-assisted project inspection, editing, validation, a…
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| 57249 |
An MCP server that combines sequential thinking with persistent memory through …
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| 57250 |
postgres-mcp-server
Claim
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
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