MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 27151 |
mcpgo
Claim
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
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| 27152 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 27153 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 27154 |
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
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| 27155 |
WhatsApp MCP Server
Claim
Enables seamless integration with WhatsApp through the Model Context Protocol, …
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| 27156 |
localingos
Claim
AI-powered app translation for developers. Push your source strings, get transl…
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| 27157 |
MCP server for CSV/JSON data transformation using YAML rules
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| 27158 |
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
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| 27159 |
airtable
Claim
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| 27160 |
ifieldsgood
Claim
แผนการปรับแต่ง: ระบบอัตโนมัติในการกรอกแบบฟอร์ม PDF
กรณีการใช้งานเป้าหมาย (6): การ…
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| 27161 |
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
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| 27162 |
A remote MCP server that enables AI agents to perform cross-chain cryptocurrenc…
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| 27163 |
soulcraft-mcp
Claim
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
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| 27164 |
HyperBrowser MCP
Claim
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| 27165 |
Employee Records
Claim
Create employee records to prototype HR onboarding workflows. Validate data flo…
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| 27166 |
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
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| 27167 |
GetWinnyMCP
Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
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| 27168 |
dictionary
Claim
Dictionary MCP — wraps Free Dictionary API (free, no auth)
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| 27169 |
MCP server for Gotify push notifications - send messages and manage apps/client…
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| 27170 |
Gotify MCP
Claim
MCP server for self-hosted Gotify push notifications and message management.
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| 27171 |
plantops-mcp-2
Claim
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| 27172 |
Google Ads MCP Server
Claim
Enables comprehensive management of Google Ads accounts by allowing users to cr…
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| 27173 |
An MCP server that enables AI assistants to load, query, and analyze local CSV …
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| 27174 |
Exa MCP Server
Claim
Enable AI assistants to perform web searches using Exa's powerful search API. G…
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| 27175 |
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
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| 27176 |
RxRadar
Claim
Semantic search across 5 US government healthcare databases.
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| 27177 |
Query Airbrake errors, notices, deploys, and project stats from MCP clients
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| 27178 |
mju-crawler-mcpserver
Claim
Fetch the latest notices from MJU in one place. Stay informed about new announc…
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| 27179 |
ielts-merriam
Claim
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
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| 27180 |
Elastic MCP Server
Claim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
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| 27181 |
Ship software securely with an AI AppSec Agent
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| 27182 |
conduitai
Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
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| 27183 |
skillsindex
Claim
Search and score 11,000+ AI agent tools: MCP servers, Claude skills, GPT action…
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| 27184 |
Search a curated library of 1,900+ Islamic books including English translations…
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| 27185 |
mcp-edgartools-lite
Claim
Research SEC filings by ticker or CIK to get company details, recent forms, and…
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| 27186 |
mcp-server
Claim
AI-powered household inventory — query everything you own via natural language
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| 27187 |
MCP server for Akamai APIs. 198 tools covering Property Manager, Edge DNS, CPS,…
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| 27188 |
A MCP server for interacting with [Go's Language Server Protocol (gopls)](https…
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| 27189 |
RT-Prompt
Claim
Provide specialized prompt engineering suggestions to enhance LLM-generated con…
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| 27190 |
Manage SwiftKanban boards and cards from Claude AI
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| 27191 |
Enables interaction with Azure AI Foundry services for model exploration, deplo…
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| 27192 |
Give your MCP clients the ability to speak by running local voice models using …
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| 27193 |
mcp-real-estate-server
Claim
Dutch real estate data with KRK Makelaars report generation.
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| 27194 |
AIR SDK
Claim
Collective intelligence for browser automation agents. Site capabilities, selec…
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| 27195 |
Pensyve
Claim
Universal memory runtime for AI agents — episodic, semantic, and procedural mem…
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| 27196 |
Cursor Talk To Figma MCP
Claim
Enables users to control the cursor in Figma through verbal commands using an a…
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| 27197 |
Instagram MCP Server
Claim
Enables AI assistants to interact with Instagram and Facebook accounts through …
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| 27198 |
Playwright
Claim
Provides browser automation capabilities using Playwright, enabling LLMs to int…
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| 27199 |
ClickUp MCP Server
Claim
Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
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| 27200 |
echosaw
Claim
Media intelligence analysis for audio, video, and images via the Echosaw MCP se…
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