MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 2 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42101 |
shopify-mcp
Claim
MCP server for the Shopify Admin API, enabling 36 tools for managing products, …
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| 42102 |
PatentReply
Claim
The USPTO prosecution record for your AI. Connect once and work any U.S. patent…
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| 42103 |
mindgap
Claim
Exposes the mindgap knowledge graph as an MCP server over stdio, providing tool…
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| 42104 |
Skein Toolkit MCP Server
Claim
A local MCP SSE server that proxies Cloudflare Workers AI and provides multi-st…
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| 42105 |
Solana DeFi MCP Server
Claim
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM
Direct, st…
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| 42106 |
build_club_mcp
Claim
MCP server with example tools for arithmetic and greeting, designed for deploym…
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| 42107 |
Tulospalvelu MCP
Claim
Read-only MCP server for the Palloliitto's result service API, enabling AI appl…
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| 42108 |
mcp
Claim
MCP server for microservices.sh: inspect verified Cloudflare-native modules/tem…
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| 42109 |
Provides tools to list and search bonds from GoldenPi via reverse-engineered AP…
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| 42110 |
Gemini Veo MCP
Claim
Generates videos using Google Gemini Veo from text prompts with optional aspect…
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| 42111 |
Superlinked MCP Server
Claim
Enables AI assistants to create and query multi-dimensional vector indexes from…
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| 42112 |
BnF API Server
Claim
Enables searching documents in Gallica, the digital library of the Bibliothèque…
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| 42113 |
Provides real-time foreign-exchange rates, historical data, and multi-currency …
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| 42114 |
Logic Analyzer AI MCP
Claim
Enables AI assistants to control Saleae Logic analyzers, capture and analyze di…
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| 42115 |
Aza MCP
Claim
Enables AI assistants to buy airtime and data, check wallet balance, list data …
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| 42116 |
enrichment-mcp
Claim
A depth-first lead discovery server that finds and qualifies custom webshops, r…
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| 42117 |
cocos-mcp-server
Claim
Enables AI assistants to directly control the Cocos Creator 3.8.x editor via MC…
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| 42118 |
A basic MCP server demonstrating tool registration and SSE transport, enabling …
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| 42119 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 42120 |
gemini-cli-bridge
Claim
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
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| 42121 |
tuvio-vacuum
Claim
Enables control of Tuvio/Tuya robot vacuum cleaners via a local hub, supporting…
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| 42122 |
mcp-guard
Claim
Adds security capabilities like port scanning, TLS inspection, DNS enumeration,…
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| 42123 |
GLM Subagent MCP
Claim
Enables Claude Code to use GLM (Zhipu) as a cheap, full-capability subagent for…
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| 42124 |
Create, schedule, review, analyze, and manage social content across connected c…
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| 42125 |
recife-open-data-mcp
Claim
MCP server to query public open data from Recife, Brazil using natural language…
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| 42126 |
clearskies MCP Server
Claim
Provides AI assistants with tools for code generation, documentation, and proje…
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| 42127 |
openhab
Claim
MCP server for OpenHAB v5+ that exposes the entire REST API as tools for AI mod…
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| 42128 |
aws-readonly-mcp
Claim
A read-only MCP server that lets an LLM inspect an AWS account — list EC2 insta…
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| 42129 |
MCP Workflow CLI Bridge
Claim
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
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| 42130 |
MCP Search Server
Claim
A unified Model Context Protocol server that integrates multiple search provide…
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| 42131 |
Aptos MCP
Claim
Aptos MCP is a comprehensive Model Context Protocol (MCP) server implementation…
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| 42132 |
abap-mcp-server
Claim
Provides ABAP developers with unified search, document retrieval, feature matri…
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| 42133 |
yfinance-mcp-server2
Claim
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| 42134 |
PDF Redaction MCP
Claim
MCP server for detecting and redacting PII (Personally Identifiable Information…
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| 42135 |
travel-planner
Claim
Enables travel planning through natural language, providing weather forecasts, …
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| 42136 |
WordNet MCP Server
Claim
Provides vocabulary query functions including synonyms, antonyms, hypernyms, hy…
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| 42137 |
mcp-sandbox
Claim
Execute scientific scripts (R, Python, GMT, LaTeX, Octave, Julia, etc.) in isol…
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| 42138 |
Enables LLMs to search and retrieve academic papers from arXiv by topic, author…
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| 42139 |
floppydata-mcp
Claim
Lets agents fetch web data and manage rotating proxies through the Floppydata A…
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| 42140 |
JLink MCP Server
Claim
An MCP server that provides comprehensive debugging capabilities for J-Link deb…
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| 42141 |
PowerShell MCP Server
Claim
A comprehensive Model Context Protocol (MCP) server that enables Claude and oth…
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| 42142 |
dot-mcp
Claim
Relays job-setup and todo actions from Claude to the Dot Hub, enabling job crea…
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| 42143 |
seyfiland
Claim
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| 42144 |
Provides UK company lookups via Companies House, web scraping, and search tools…
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| 42145 |
hist-bridge
Claim
Enables listing and continuing conversations from Claude Code, Codex, Cursor, a…
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| 42146 |
gemini-nano-banana-mcp
Claim
MCP server that enables Claude Code to generate images using Google's Gemini im…
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| 42147 |
XLMCP
Claim
Enables Claude Code to interact with Jupyter notebooks, perform semantic search…
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| 42148 |
Prompt Control Plane
Claim
The control plane for AI prompts that scores, enforces policy, locks config, an…
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| 42149 |
clawtouch-mcp
Claim
Physical USB HID keyboard/mouse control via a Raspberry Pi Pico 2 running open-…
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| 42150 |
cort4ex-mcp
Claim
Provides access to 224 battle-tested skills plus multi-agent orchestration, exp…
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