MCP Server Quality Scores
Independent quality analysis of 43459 public MCP servers
Last updated 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41351 |
yapi-mcp-server
Claim
An MCP server that enables fetching YApi interface details via a tool, allowing…
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| 41352 |
MCP X++ Server
Claim
Enables D365 F\&O development including object creation, modification, deletion…
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| 41353 |
Tasks.md MCP Server
Claim
Enables AI-native task management using plain markdown files to create, update,…
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| 41354 |
Velociraptor MCP Server
Claim
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
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| 41355 |
code-sandbox-mcp
Claim
MCP server for E2B code sandbox, enabling creation, management, and execution o…
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| 41356 |
Provides a standardized interface for interacting with Contentful's tools and s…
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| 41357 |
Image to SVG
Claim
MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
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| 41358 |
Polvenn MCP Server
Claim
A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
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| 41359 |
thermal-mcp-server
Claim
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
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| 41360 |
format-converter
Claim
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
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| 41361 |
Filesys
Claim
A Filesystem MCP server that allows an LLM to read and list files from a specif…
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| 41362 |
IDB-MCP
Claim
MCP server to control iOS simulators for automation, enabling device management…
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| 41363 |
BlenderMCP
Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
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| 41364 |
sales-agent
Claim
Multi-agent sales email generation server that creates, evaluates, and sends pe…
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| 41365 |
Wise MCP Server
Claim
Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
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| 41366 |
wpwriter
Claim
AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 41367 |
kintone MCP Server
Claim
Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
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| 41368 |
slopweaver
Claim
A local-first MCP server that helps Claude Code prioritize your work by searchi…
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| 41369 |
reddit-mcp-server
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| 41370 |
MS SQL MCP Server
Claim
A bridge that allows AI assistants like Claude to directly query and explore Mi…
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| 41371 |
GovPing
Claim
[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
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| 41372 |
Krea MCP Server
Claim
MCP server for Krea.ai enabling AI image and video generation using models like…
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| 41373 |
BananaCrystal MCP Server
Claim
Provides AI agents with a wallet and autonomous payment capabilities using stab…
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| 41374 |
Terragrunt MCP Server
Claim
Provides comprehensive Terragrunt documentation, configuration generation, and …
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| 41375 |
mcp-server-gsc
Claim
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| 41376 |
camacho-mcp
Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
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| 41377 |
Mind Cloud
Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
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| 41378 |
Xee-mcp
Claim
Enables AI assistants to search X posts and read user timelines without API cos…
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| 41379 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 41380 |
Kapruka MCP
Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
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| 41381 |
symbols-of-wealth-studio
Claim
World-class creative social media content studio, powered by AI.
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| 41382 |
openhab-semantic-mcp
Claim
Enables semantic control and monitoring of openHAB smart home items through nat…
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| 41383 |
YNAB MCP Server
Claim
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
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| 41384 |
MCP Shell Server
Claim
A simple MCP server that provides a terminal tool for executing shell commands …
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| 41385 |
serv
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| 41386 |
Fledgling
Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
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| 41387 |
LabArchives MCP Server
Claim
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
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| 41388 |
lifequo
Claim
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| 41389 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 41390 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 41391 |
mcp-proxy
Claim
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| 41392 |
RSSHub MCP Server
Claim
A Model Context Protocol server for RSSHub that enables AI assistants to access…
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| 41393 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
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| 41394 |
Library Docs MCP Server
Claim
Searches and fetches real-time documentation for libraries like Langchain, Open…
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| 41395 |
music-assistant-mcp
Claim
Enables AI assistants to control Music Assistant for music search, library brow…
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| 41396 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 41397 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 41398 |
test11
Claim
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| 41399 |
allai
Claim
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| 41400 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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