MCP Server Quality Scores
Independent quality analysis of 43656 public MCP servers
Last updated 1 hour, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 34401 |
crosswalk-mcp
Claim
An AI-native career copilot that enables job discovery, fit scoring, and applic…
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| 34402 |
Dad Joke Visualizer
Claim
Generates clean, PG-13 dad jokes using AI and creates visual illustrations to a…
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| 34403 |
zapper-mcp
Claim
An MCP server that exposes the Zapper DeFi portfolio API, enabling LLMs to quer…
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| 34404 |
mcp-mautic
Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
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| 34405 |
lunchmoney-mcp
Claim
A comprehensive MCP server that enables AI assistants to manage Lunch Money fin…
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| 34406 |
CerebroChain MCP Server
Claim
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
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| 34407 |
Unfold It MCP Server
Claim
Connect AI assistants to Unfold It -- create goals with AI-generated plans, age…
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| 34408 |
datadog-mcp-server
Claim
Datadog MCP — 165 tools for metrics, monitors, logs, APM, RUM, incidents, CI/CD…
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| 34409 |
SonarQube MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 34410 |
mcp-csv-database
Claim
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
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| 34411 |
MCP server for the Influencers Club API — creator enrichment, discovery, audien…
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| 34412 |
Bitbucket Server MCP
Claim
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
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| 34413 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive integration through MCP, supporting file man…
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| 34414 |
Enables AI assistants to perform real-time web and academic searches using Perp…
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| 34415 |
MCP server that exposes Open WebUI Knowledge Bases as tools and resources, enab…
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| 34416 |
CVAT MCP
Claim
Enables natural language interaction with CVAT (Computer Vision Annotation Tool…
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| 34417 |
Production-ready MCP server that enables AI assistants to seamlessly interact w…
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| 34418 |
NetOps
Claim
A comprehensive network management platform for tracking devices, sites, and to…
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| 34419 |
TastyTrade MCP Server
Claim
Connects your TastyTrade trading account to AI assistants like Claude Desktop a…
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| 34420 |
Generate UML class diagrams from C++ source code by analyzing class structures,…
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| 34421 |
mk-spec-master
Claim
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
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| 34422 |
sentinelone-mcp
Claim
Multitenant Streamable HTTP wrapper for SentinelOne's purple-mcp. Enables MSPs …
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| 34423 |
mimecast-mcp
Claim
MCP server for Mimecast Email Security — message tracking, threat intelligence,…
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| 34424 |
metadata
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| 34425 |
maideo
Claim
Books professional home cleaning services anywhere in metropolitan France end-t…
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| 34426 |
MCP server that provides tools for automating AWS Pricing Calculator estimate g…
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| 34427 |
MCP Demo Server
Claim
Model Context Protocol (MCP) server implementation demonstrating production-rea…
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| 34428 |
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
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| 34429 |
konbu
Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
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| 34430 |
linux-ssh-mcp-server
Claim
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
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| 34431 |
vivado-mcp-agent
Claim
MCP server for deterministic Vivado FPGA automation including project scaffoldi…
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| 34432 |
mcp-server
Claim
Connect AI assistants to your email inbox using the Model Context Protocol (MCP…
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| 34433 |
GNews API MCP Server
Claim
Provides access to global news articles from over 60,000 sources through the GN…
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| 34434 |
code-review-mcp-server
Claim
An MCP server that provides senior-level code review, quality checks, security …
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| 34435 |
Bitrix24 MCP Server
Claim
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
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| 34436 |
mcpProxy
Claim
Connect to JetBrains IDE
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| 34437 |
Enables AI agents to control Home Assistant smart home devices via MCP, with ze…
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| 34438 |
pdf-reader-mcp
Claim
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| 34439 |
Claude Infinite Context
Claim
Overcomes Claude Code's 200k token context limit by implementing persistent lon…
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| 34440 |
FortiManager MCP Server
Claim
Enables AI assistants to interact with FortiManager for centralized firewall po…
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| 34441 |
JsHookMcp
Claim
The js hook toolkit that all you need
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| 34442 |
Provides a standardized interface for interacting with SharePoint tools and ser…
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| 34443 |
pipedrive-mcp
Claim
MCP server for Pipedrive CRM providing 88 tools for full CRUD on deals, persons…
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| 34444 |
Astro Charts
Claim
Generate astrology charts from a date, time, and location. Explore planetary po…
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| 34445 |
simuladorllm
Claim
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| 34446 |
asdf
Claim
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| 34447 |
MCP Thinking Server
Claim
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
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| 34448 |
A Model Context Protocol (MCP) server for Chinese traditional calendar function…
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| 34449 |
fastalert
Claim
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| 34450 |
Scrapes real-time gas prices from GasBuddy.com to find the cheapest fuel in any…
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