MCP Server Quality Scores
Independent quality analysis of 64210 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60301 |
imessage-mcp
Claim
Enables reading and sending iMessages on macOS through MCP, with tools for mana…
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| 60302 |
wiki-loop-mcp
Claim
MCP server that provides tools to add to, search, and manage a wiki knowledge b…
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| 60303 |
Docket MCP Server
Claim
Enables extracting action items from meeting transcripts and managing them in N…
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| 60304 |
Canny MCP Server
Claim
Enables customer feedback management by integrating with Canny.io, supporting b…
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| 60305 |
Builds a searchable memory bank from persona-specific PDF content and exposes i…
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| 60306 |
mcp-jp
Claim
Japanese SMB SaaS connectors for MCP. Includes an L-Step (LINE marketing automa…
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| 60307 |
chance-electro-pricing
Claim
Provides electrical pricing, cable sizing, and profitability analysis tools for…
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| 60308 |
renpy_mcp_server
Claim
Enables AI assistants to create complete Ren'Py visual novel games with AI-gene…
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| 60309 |
Enables AI assistants to search and retrieve clinical trial data from ClinicalT…
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| 60310 |
AgentPrism Workflows
Claim
Run dynamic, multi-agent workflow scripts — agent(), parallel(), pipeline() — o…
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| 60311 |
YetAnotherUnityMcp
Claim
MCP server that bridges Unity with AI agents, enabling scene inspection, C# cod…
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| 60312 |
chatgpt-codex-tools-mcp
Claim
Enables ChatGPT to inspect and edit local projects through a secure MCP interfa…
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| 60313 |
Ping Principal MCP
Claim
Enables AI agents to request human input through native macOS dialogs for clari…
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| 60314 |
timeweb-mcp
Claim
MCP server for Timeweb Cloud that enables AI assistants to manage cloud servers…
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| 60315 |
codereview-mcp
Claim
An MCP server that lets AI agents review code using language models, supporting…
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| 60316 |
ADLS2 MCP Server
Claim
Enables interaction with Azure Data Lake Storage Gen2 through the Model Context…
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| 60317 |
ie-mcp
Claim
An MCP server that guides Copilot to version-correct documentation and source c…
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| 60318 |
bybit-trading
Claim
MCP server for cryptocurrency trading across multiple exchanges (Bybit, Binance…
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| 60319 |
toggl-track-mcp-server
Claim
Enables fetching Toggl Track v9 time entries for a single date with timezone aw…
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| 60320 |
hermes-bridge
Claim
Relay MCP server enabling synchronous multi-turn communication between Hermes a…
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| 60321 |
cos MCP server
Claim
Enables container orchestration on the local Docker daemon, allowing management…
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| 60322 |
Exposes the full Campaign Monitor v3.3 API as 117 tools for managing campaigns,…
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| 60323 |
Matomo MCP Server
Claim
Enables LLMs to directly query a Matomo analytics instance, execute reporting m…
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| 60324 |
minimax-image-mcp
Claim
Enables image generation via MiniMax's API through MCP, supporting text-to-imag…
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| 60325 |
Korean Law MCP Server
Claim
A FastMCP server that enables searching Korean legal documents and retrieving r…
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| 60326 |
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
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| 60327 |
microsoft-ads-mcp
Claim
MCP server for Microsoft Advertising (Bing Ads) REST API enabling agent-led cam…
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| 60328 |
ambient-weather-mcp
Claim
Enables natural language queries about Ambient Weather personal weather station…
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| 60329 |
neatcode-mcp
Claim
Provides deterministic AST graph queries and rule validation for AI coding agen…
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| 60330 |
smartlead-mcp-server-sse
Claim
An MCP server that enables AI agents to manage Smartlead campaigns, including c…
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| 60331 |
Disk Insights MCP
Claim
A read-only MCP server that reports largest files, folder sizes, and disk usage…
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| 60332 |
zimage-mcp
Claim
A local MCP server for generating web-dev images using the Z-Image Turbo model …
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| 60333 |
debmatic-mcp
Claim
Control a HomeMatic / debmatic CCU (eq-3 home automation) over its JSON-RPC and…
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| 60334 |
aws-blackbelt-mcp-server
Claim
A Model Context Protocol (MCP) server that enables searching AWS Black Belt Onl…
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| 60335 |
Midnight MCP
Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
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| 60336 |
mcp-vision
Claim
An MCP server that adds image recognition to AI coding tools, enabling them to …
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| 60337 |
mcp-debugpy
Claim
MCP server for AI-assisted Python debugging using debugpy and Debug Adapter Pro…
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| 60338 |
ComfyMCP Local
Claim
Local-first MCP server for controlling a loopback ComfyUI instance from same-ma…
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| 60339 |
Capillus Hermes MCP
Claim
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
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| 60340 |
mcp-keap
Claim
An MCP server for interacting with Keap CRM, enabling contact and tag managemen…
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| 60341 |
Universal MCP server for local filesystem skills with lazy loading and context-…
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| 60342 |
spike-mcp
Claim
Connects Claude to Jira and Confluence for researching, designing spike docs wi…
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| 60343 |
clickhouse-mcp-server
Claim
Provides AI agents safe, read-only access to a ClickHouse database, enabling ta…
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| 60344 |
MCP Utility Server
Claim
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
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| 60345 |
mcp-units
Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
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| 60346 |
intelligence-hub
Claim
A Multi-Domain Private Intelligence Hub that routes user queries to the best lo…
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| 60347 |
TechnoTracker
Claim
Enables generating a workday schedule and 8-hour timesheet from selected Jira, …
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| 60348 |
Lanten MCP Server
Claim
Connects AI assistants to the Lanten property management API, allowing them to …
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| 60349 |
Bob Demo MCP Server
Claim
A comprehensive MCP server that demonstrates Bob's capabilities through 9 speci…
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| 60350 |
lso-mcp
Claim
38 AI data tools for Claude and any MCP-compatible agent — crypto, DeFi, equiti…
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