MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 3 hours, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57201 |
data-brussels
Claim
Enables querying Brussels Open Data datasets through natural language or direct…
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| 57202 |
mcp
Claim
Artifact store for AI agents. Hosted OAuth at mcp.artifacta.io/mcp; local stdio…
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| 57203 |
Xahau MCP
Claim
First MCP for the Xahau network — offline Hook WASM VM + static analyzer, read-…
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| 57204 |
Chatvolt MCP Server
Claim
Extends AI agents with tools to manage agents, query datastores, and handle CRM…
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| 57205 |
B2B Buyer-Signal MCP
Claim
Interprets B2B buyer signals (hiring, funding, tech changes) into structured ou…
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| 57206 |
MCP server for Meshbrow that gives AI agents full browser automation capabiliti…
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| 57207 |
swamymcpfirst
Claim
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| 57208 |
A2APark
Claim
Public behavioral test environment for AI agents with stateful rides and signed…
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| 57209 |
zhihu MCP Server
Claim
Enables scraping Zhihu webpages, getting hot questions, and publishing answers …
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| 57210 |
AI Engineer MCP
Claim
MCP server for the AI Engineer Conference 2025, enabling talk submissions and c…
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| 57211 |
byterovermemory-mcp
Claim
A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receip…
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| 57212 |
google-mcp-suite-network
Claim
A tiny TypeScript wrapper that exposes five stdio MCP servers (Gmail, Calendar,…
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| 57213 |
A FastAPI-based MCP server orchestrated with Docker Compose, integrating Redis …
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| 57214 |
RTBrick MCP Server
Claim
Gives AI assistants direct access to RTBrick's website, technical documentation…
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| 57215 |
ai-credits-mcp
Claim
MCP server that exposes AI credit usage data from OpenMeter to the TAIS AI chat…
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| 57216 |
smipty
Claim
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| 57217 |
apple-notes-mcp
Claim
Enables AI assistants to read, search, and create notes in Apple Notes on macOS…
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| 57218 |
vs-token-safer
Claim
Routes an AI coding agent's code search through an official language-server ind…
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| 57219 |
local-filesystem
Claim
Explore and organize files and folders across your workspace. Read, write, move…
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| 57220 |
cursor-chats-bridge
Claim
Read-only bridge between Claude Code and Cursor on Windows. Exposes Cursor's lo…
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| 57221 |
bridgemcp-server-weather
Claim
Provides weather data including current conditions, forecasts, and summaries vi…
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| 57222 |
mcp-pagure
Claim
Enables AI assistants to manage issues, pull requests, and projects on Pagure i…
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| 57223 |
mcp-server
Claim
Look up the technology stack behind any domain, and the company running it.
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| 57224 |
pix-mcp
Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
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| 57225 |
Convo History MCP
Claim
Fetches conversations from PostgreSQL and renders them as beautifully formatted…
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| 57226 |
A Model Context Protocol (MCP) server that gives LLMs persistent, semantic memo…
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| 57227 |
A training MCP server that demonstrates how GitHub Copilot can securely access …
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| 57228 |
n8n MCP Server
Claim
Exposes n8n's REST API and local Ollama as MCP tools, allowing natural language…
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| 57229 |
mcp-server
Claim
Render videos from VideoJSON + 249+ templates via the iLoveVideoEditor API
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| 57230 |
mcp-opentargets
Claim
Enables querying disease/target/drug knowledge graph from Open Targets, support…
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| 57231 |
hwpx-mcp-server
Claim
MCP server for AI-driven editing of HWPX (Korean word processor) documents, pro…
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| 57232 |
klone-mcp
Claim
A minimal MCP server for UW Hyak (klone) that exposes tools to run shell comman…
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| 57233 |
ContainMind
Claim
Enables AI assistants to manage and analyze containers across Docker and Podman…
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| 57234 |
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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| 57235 |
MCP server for the Bring! shopping list API, enabling management of shopping li…
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| 57236 |
rss-mcp
Claim
An MCP server that provides RSS feed tools for Claude Desktop, enabling fetchin…
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| 57237 |
threads-growth-mcp
Claim
Custom MCP server for Threads (Meta) — post, reply, and read insights via the o…
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| 57238 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 57239 |
mcp-database
Claim
Read-only MySQL/MariaDB MCP server for running SELECT queries safely, with auto…
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| 57240 |
melcloud-ac
Claim
An MCP server that enables LLMs to control Mitsubishi Electric AC units through…
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| 57241 |
FlexFS MCP
Claim
Provides secure file system, web fetching, and Google Cloud Storage access for …
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| 57242 |
everymanjames
Claim
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| 57243 |
Hiberden
Claim
Read and verify your local media archive's 3-2-1 coverage across tape, disk, NA…
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| 57244 |
Centerfield Visitor MCP
Claim
Automates visitor reservations for the Centerfield building by registering gues…
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| 57245 |
easyeda-pro-mcp
Claim
MCP server and EasyEDA Pro extension bridge for live project assistance.
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| 57246 |
dify-ai-agent-tutorial
Claim
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| 57247 |
medrxiv-mcp
Claim
MCP server that turns a medRxiv DOI into clean markdown full text and provides …
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| 57248 |
kube-linter audit for Kubernetes manifests — 63 checks: security, availability,…
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| 57249 |
ai-trading-bot-01
Claim
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| 57250 |
n8n-mcp
Claim
Nine-tool MCP server for n8n: generate workflow JSON from natural language, lin…
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