MCP Server Quality Scores
Independent quality analysis of 66447 public MCP servers
Last updated 6 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63151 |
Chiplab
Claim
Run, build, and validate firmware on virtual hardware from your AI agent. Hardw…
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| 63152 |
Talk to your Oden AI todo and calendar account from Claude Code, Cursor, or any…
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| 63153 |
agent-bus-mcp
Claim
A local MCP server that connects AI coding agents (Claude Code, Codex, Cursor, …
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| 63154 |
figma-mcp-server
Claim
Enables developers to extract and organize Figma design files, including comple…
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| 63155 |
argo-mcp
Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
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| 63156 |
cipp-mcp
Claim
An MCP server for CIPP (Community IT Professionals Platform), enabling MSPs to …
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| 63157 |
mcp-arcgis-roundrock
Claim
Enables searching and querying open geospatial datasets from the City of Round …
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| 63158 |
Enables Claude Desktop to detect construction site hazards from photos, analyze…
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| 63159 |
Synapse Memory
Claim
A lightweight MCP server that provides long-term memory for LLMs by storing and…
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| 63160 |
klypix-mcp
Claim
Enables AI agents to read, write, search, and manage .klypix canvas files for p…
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| 63161 |
Brazilian PEP MCP Server
Claim
Enables searching and querying Brazilian politically exposed persons and federa…
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| 63162 |
MCP ALL TOOLS GHL
Claim
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
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| 63163 |
Acture MCP
Claim
Turns raw engineering signals into narrative reports by exposing GitHub data vi…
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| 63164 |
飞书日历 MCP 服务器
Claim
将飞书日历 API 封装为 MCP 服务器,支持日历、日程、订阅和忙碌状态的查询与管理。
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| 63165 |
Cutover MCP
Claim
An MCP server for interacting with the Cutover API, enabling management of cuto…
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| 63166 |
tradingview-desktop-mcp
Claim
Controls the TradingView Desktop app via MCP, allowing AI agents to manage char…
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| 63167 |
Work-Timer
Claim
An MCP server for time tracking and billing that allows freelancers to control …
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| 63168 |
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Cla…
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| 63169 |
An autonomous MCP server that enables LLMs to intelligently query and analyze M…
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| 63170 |
of-mcp
Claim
Provides MCP tools to search, retrieve, and answer questions from the public Op…
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| 63171 |
EcoOracle
Claim
EcoOracle is an MCP server that retrieves canonical usage recipes and API cards…
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| 63172 |
CorelDRAW Signage MCP
Claim
This MCP server exposes CorelDRAW as a tool server, enabling AI agents to creat…
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| 63173 |
Tanzania payments for AI agents — M-Pesa / Tigo Pesa via Flutterwave. Never hol…
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| 63174 |
mcp-rag-agent
Claim
Enables document-based Q&A with multi-modal RAG, hybrid retrieval, knowledge gr…
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| 63175 |
Google Ads MCP Server
Claim
Enables AI agents to interact with Google Ads accounts by searching, retrieving…
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| 63176 |
Frame Pulse MCP
Claim
Provides AI agents with real-time system monitoring and control for creative wo…
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| 63177 |
A comprehensive Model Context Protocol server providing full CRUD operations fo…
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| 63178 |
Fantastical MCP
Claim
Enables AI assistants to read and create Fantastical calendar events on macOS u…
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| 63179 |
hello-mcp
Claim
A simple MCP server that provides a greeting tool using FastMCP, with support f…
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| 63180 |
Tripwire
Claim
A local MCP server that auto-injects relevant context into file reads when an a…
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| 63181 |
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
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| 63182 |
avalanche-org-mcp-server
Claim
Enables LLMs to query current and historic avalanche danger ratings by location…
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| 63183 |
A portable MCP server providing a shared intelligent memory system for any MCP-…
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| 63184 |
Webpage MCP Server
Claim
Enables querying and retrieving content from webpages by parsing sitemap.xml fi…
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| 63185 |
Exposes structured code generation tools via MCP protocol, enabling users to ge…
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| 63186 |
datadog-mcp
Claim
Retrieves logs from Datadog for a specified Kubernetes cluster and namespace, e…
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| 63187 |
Local-MCP-server
Claim
Enables tool-calling LLMs to search the internet, capture website images, extra…
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| 63188 |
mongodb-mcp
Claim
MCP server for comprehensive MongoDB integration, enabling database operations,…
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| 63189 |
zesarux-mcp
Claim
Controls the ZEsarUX ZX Spectrum emulator via ZRCP protocol for debugging, memo…
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| 63190 |
Assists AI coding agents in understanding and implementing UTCP by providing do…
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| 63191 |
mcp-github
Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
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| 63192 |
mcp-hko
Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
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| 63193 |
SSH MCP Server
Claim
Enables AI assistants to execute SSH commands and perform token-efficient file …
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| 63194 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
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| 63195 |
docpack MCP Server
Claim
Enables querying and exploring a bundled knowledge base through tools for manif…
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| 63196 |
@ratel-ai/mcp-server
Claim
Exposes a Ratel tool catalog over MCP with two tools (search_tools and invoke_t…
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| 63197 |
Yandex Metrica MCP
Claim
MCP server for Yandex Metrica analytics: query web analytics metrics, goals, co…
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| 63198 |
Ryan's Tmux MCP Server
Claim
MCP server for tmux operations that provides comprehensive control over tmux se…
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| 63199 |
SNCF MCP Server
Claim
Enables querying SNCF train schedules and stations in France using the official…
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| 63200 |
pdf-toolkit-mcp
Claim
A comprehensive MCP server with 37 tools for PDF operations including reading, …
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