MCP Server Quality Scores
Independent quality analysis of 66291 public MCP servers
Last updated 3 hours, 31 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66151 |
mundigital
Claim
Exposes a public, read-only professional profile with tools to search resume ev…
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| 66152 |
abs-mcp
Claim
Query the ABS in plain English — CPI, labour force, building approvals, migrati…
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| 66153 |
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 66154 |
demo-mcp-server
Claim
A modular Python MCP server providing tools for text echoing, system informatio…
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| 66155 |
Garmin MCP Lite
Claim
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
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| 66156 |
godot-gut-mcp
Claim
Servidor MCP que permite ejecutar tests de Godot con GUT desde cualquier IA
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| 66157 |
keboola-mcp-server
Claim
interact with Keboola Connection Data Platform. This server provides tools for …
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| 66158 |
Search Google Books and Open Library for book metadata, covers, and publication…
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| 66159 |
Framesleuth
Claim
Local bug-reproduction video analysis tool that processes bug recordings frame-…
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| 66160 |
spiderchat-mcp-server
Claim
Access your Spider Chat flows, memories, and facts from Claude Desktop with fas…
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| 66161 |
InterProScan MCP Service
Claim
Provides protein family, domain, and functional annotation using InterProScan, …
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| 66162 |
BioCite-MCP
Claim
BioCite-MCP enables LLMs to retrieve verified academic literature metadata, cit…
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| 66163 |
LogicMem MCP Server
Claim
Provides persistent memory, reasoning, agent-to-agent sharing, and immutable au…
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| 66164 |
hourledger-mcp
Claim
MCP server that calculates work hours, overtime, and gross pay from clock in/ou…
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| 66165 |
lease-safe-mcp
Claim
A server for Korean lease and moving safety guidance using official public data…
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| 66166 |
Metis
Claim
A private, local research "second brain" for Claude: project-aware memory, cite…
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| 66167 |
Presentation Agent MCP
Claim
A TypeScript-based MCP server that automatically generates structured technical…
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| 66168 |
Enables taking screenshots of the entire desktop or specific windows, with auto…
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| 66169 |
vikey-mcp-server
Claim
MCP server that exposes the Vikey API for reservation management, property list…
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| 66170 |
amap-weather-mcp-server
Claim
基于高德地图API的中国城市天气查询MCP服务,支持实时天气和未来几天天气预报查询。
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| 66171 |
graphdb
Claim
Indexes Ruby on Rails codebases into a queryable graph of associations, routes,…
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| 66172 |
Resend MCP Server
Claim
Enables sending emails via the Resend API from Claude, with tools for sending, …
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| 66173 |
opencut-controller
Claim
Professional MCP server for video editing automation with OpenCut.
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| 66174 |
Concisr
Claim
Token compression for AI contexts, reducing token consumption by compressing co…
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| 66175 |
PLTM-Claude
Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
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| 66176 |
Trust scoring API for AI agents. Evaluate the trustworthiness of any domain, UR…
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| 66177 |
TestMCP
Claim
A Python MCP server that provides a tool called addNumbers for mathematical ope…
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| 66178 |
MCP Server App
Claim
An MCP server with LangGraph agent integration that enables AI agents to use cu…
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| 66179 |
Connects Baidu Netdisk to MCP-compatible AI clients, enabling AI to safely read…
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| 66180 |
revenuecat-mcp
Claim
MCP server for RevenueCat that lets AI agents query subscriber data, check enti…
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| 66181 |
mcp-netmiko-server
Claim
Enables LLMs to interact with network devices via SSH (netmiko), allowing comma…
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| 66182 |
mcp-server-tronlink
Claim
Enables AI agents to interact with the TRON blockchain through browser automati…
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| 66183 |
knowledge-mcp-server
Claim
A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexin…
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| 66184 |
WLO MCP Server
Claim
MCP server for WirLernenOnline.de that enables searching and retrieving educati…
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| 66185 |
npc
Claim
A browser automation MCP server that lets your IDE control your real browser (C…
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| 66186 |
MCP Research Assistant
Claim
A custom MCP server that enables AI assistants to perform comprehensive researc…
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| 66187 |
mcp-mijia
Claim
Enables AI assistants to control Xiaomi Mi Home smart devices through natural l…
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| 66188 |
lightfast-mcp
Claim
Production-ready MCP server implementations for creative applications, enabling…
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| 66189 |
kavel-mcp
Claim
Discover Kavel's AI photo/video generators, get tuned prompts, and open the rig…
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| 66190 |
context-mcp
Claim
Provides persistent memory and a codebase knowledge graph for AI coding assista…
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| 66191 |
B4n1Web
Claim
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-pla…
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| 66192 |
bus-scheduling-mcp
Claim
Enables LLM clients to access scheduling data, KPIs, routes, and trigger optimi…
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| 66193 |
Wontopos (WOS) long-term memory (beta) - one memory across Claude Code, Cursor,…
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| 66194 |
FofaMap
Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
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| 66195 |
geo-mcp
Claim
Enables searching and downloading Gene Expression Omnibus (GEO) data from NCBI,…
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| 66196 |
mcp-geico
Claim
An MCP server that enables AI agents to interact with GEICO insurance services,…
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| 66197 |
VibeSEO
Claim
SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.
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| 66198 |
Brewteco MCP Server
Claim
Integrates Brewteco APIs with AI assistants, enabling natural language queries …
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| 66199 |
merchant-catalog-mcp
Claim
A demonstration MCP server that exposes a mock merchant catalog with tools for …
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| 66200 |
File Search MCP
Claim
Search local file contents recursively with keyword matching
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