MCP Server Quality Scores
Independent quality analysis of 68965 public MCP servers
Last updated 4 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67101 |
Scan any API for OWASP Top 10 vulnerabilities and get a security risk score. Co…
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| 67102 |
FleetQ
Claim
**AI Agent Mission Control** — orchestrate AI agents, experiments, workflows, c…
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| 67103 |
nahdd123
Claim
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| 67104 |
Gruenerator MCP Server
Claim
A Model Context Protocol server that gives AI assistants direct access to Green…
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| 67105 |
Swarmtrade
Claim
a2a escrow and trading
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| 67106 |
ftrack MCP server
Claim
Provides broad, typed access to the ftrack Studio production-tracking API for L…
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| 67107 |
imap-mcp
Claim
An MCP server that exposes IMAP operations as tools for AI assistants, enabling…
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| 67108 |
hass-mcp
Claim
Enables controlling and querying Home Assistant devices and services via natura…
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| 67109 |
A hardened MCP server that enforces authentication via Easy Auth and OAuth, man…
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| 67110 |
vid-agent-mcp
Claim
Enables Claude to transcribe Bilibili videos, search by intent, and analyze loc…
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| 67111 |
visualtorch-mcp
Claim
Renders PyTorch neural network architecture diagrams using VisualTorch, support…
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| 67112 |
bcs-mcp
Claim
Enables AI assistants to interact with BCS brokerage accounts for portfolio vie…
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| 67113 |
MCP Atlassian
Claim
Model Context Protocol (MCP) server for Atlassian products (Confluence and Jira…
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| 67114 |
Streams real-time log context from Amazon MSK to a Bedrock AI agent for anomaly…
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| 67115 |
repo-intelligence-mcp
Claim
An MCP server that gives LLMs structured, read-only insight into local code rep…
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| 67116 |
geolocation-ai-mcp
Claim
geolocation-ai-mcp MCP server by MEOK AI Labs
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| 67117 |
smart-xdebug-mcp
Claim
Connects AI assistants like Claude to PHP's XDebug debugger for runtime inspect…
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| 67118 |
Semantic BI MCP
Claim
Model Context Protocol (MCP) server that gives AI assistants a safe, correct da…
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| 67119 |
Enables AI assistants to manage Check Point CloudGuard WAF configuration throug…
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| 67120 |
Garmin Workout Pipeline
Claim
Enables building and uploading structured workouts to Garmin Connect using YAML…
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| 67121 |
Enterprise-grade MCP server integrating Claude AI capabilities, enabling AI-pow…
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| 67122 |
Provides comprehensive development tools for FastMCP projects including documen…
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| 67123 |
Redmine MCP Server
Claim
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
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| 67124 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
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| 67125 |
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
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| 67126 |
avaliabem
Claim
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| 67127 |
retro-mcp
Claim
Generates sprint retrospectives grounded in actual data from Jira, GitHub, and …
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| 67128 |
rekindle
Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
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| 67129 | — | |||||||||
| 67130 |
talonic-mcp
Claim
Schema-validated document extraction with searchable workspace memory. Extract …
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| 67131 |
slack-mcp
Claim
Enables AI assistants to interact with Slack workspaces, providing tools for re…
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| 67132 |
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
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| 67133 |
Taiwan Health MCP Server
Claim
Integrates Taiwan health data and international medical standards, providing 28…
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| 67134 |
laravel-tasks
Claim
MCP server that connects to a Laravel Tasks API, enabling AI assistants to perf…
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| 67135 |
mcp-rag-local
Claim
Enables storing and retrieving text passages based on semantic meaning using lo…
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| 67136 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
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| 67137 |
agent-drop
Claim
Enables local file exchange between users and CLI agents via a web UI and MCP s…
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| 67138 |
Replication Radar
Claim
An MCP server that makes the OpenAIRE Graph more useful for replication by iden…
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| 67139 |
mame-mcp
Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
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| 67140 |
Omni Skills
Claim
MCP server that unifies and synchronizes AI coding skills across multiple tools…
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| 67141 |
academic-mcp
Claim
Unified academic search MCP server that searches open literature (arXiv, bioRxi…
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| 67142 |
DesignBot MCP
Claim
Forwards messages to the Designsystemet assistant endpoint, enabling access thr…
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| 67143 |
Better Mealie MCP
Claim
Provides complete access to Mealie's API for managing recipes, meal plans, shop…
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| 67144 |
mcp-express-adapter
Claim
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
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| 67145 |
Family MCP Server
Claim
MCP server for TheDaninFamily database with tools to query family events and da…
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| 67146 |
YouTube DLP MCP Server
Claim
Enables AI assistants to extract YouTube video metadata, subtitles, and top com…
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| 67147 |
risk-assessment-ai-mcp
Claim
MCP server for risk assessment ai. Features assess risk, create risk register, …
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| 67148 |
DataDawn MCP Server
Claim
Enables AI agents to query the IRS 990 nonprofit database and OpenRegs federal …
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| 67149 |
Enables AI assistants to monitor and analyze industrial process data from DCS/S…
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| 67150 |
MySQL MCP Server
Claim
A Model Context Protocol server that provides secure access to MySQL databases …
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