MCP Server Quality Scores
Independent quality analysis of 43634 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35201 |
CHECK-MODULE MCP Server
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Enables managing internal documentation with search and add capabilities, and f…
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| 35202 |
SlimWeb Client MCP
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Consumer-side MCP server for Webless storefront operations, enabling catalog br…
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| 35203 |
Weather Server
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Provides global weather query services with features including real-time weathe…
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| 35204 |
thermal-mcp-server
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A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
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| 35205 |
format-converter
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Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
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| 35206 |
Filesys
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A Filesystem MCP server that allows an LLM to read and list files from a specif…
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| 35207 |
IDB-MCP
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MCP server to control iOS simulators for automation, enabling device management…
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| 35208 |
Polvenn MCP Server
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A local-first MCP server for tracking beer releases on Vinmonopolet, enabling u…
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| 35209 |
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
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| 35210 |
MLB Stats MCP Server
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A Cloudflare Worker that provides access to MLB Statistics API data through the…
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| 35211 |
Wise MCP Server
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Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
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| 35212 |
wpwriter
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AI-powered WordPress content management. Generate posts, images, manage SEO, au…
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| 35213 |
kintone MCP Server
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Official MCP server for kintone, enabling AI assistants to manage kintone apps,…
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| 35214 |
reddit-mcp-server
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| 35215 |
BlenderMCP
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Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
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| 35216 |
slopweaver
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A local-first MCP server that helps Claude Code prioritize your work by searchi…
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| 35217 |
sales-agent
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Multi-agent sales email generation server that creates, evaluates, and sends pe…
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| 35218 |
Krea MCP Server
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MCP server for Krea.ai enabling AI image and video generation using models like…
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| 35219 |
mcp-server-gsc
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| 35220 |
Terragrunt MCP Server
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Provides comprehensive Terragrunt documentation, configuration generation, and …
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| 35221 |
aceternityui-mcp
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An MCP server that enables AI assistants to search, discover, and install Acete…
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| 35222 |
MS SQL MCP Server
Claim
A bridge that allows AI assistants like Claude to directly query and explore Mi…
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| 35223 |
BananaCrystal MCP Server
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Provides AI agents with a wallet and autonomous payment capabilities using stab…
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| 35224 |
Crypto Multi-MCP Hub
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AI-driven command center for local crypto operations, integrating over a dozen …
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| 35225 |
Production-grade cryptography toolkit with 31 MCP tools for classical, PQC, and…
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| 35226 |
screenshotsmcp
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| 35227 |
Contextful
Claim
Efficient context management: code search, evidence packs, and memory for codin…
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| 35228 |
Xee-mcp
Claim
Enables AI assistants to search X posts and read user timelines without API cos…
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| 35229 |
Universal AI Hub
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A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 35230 |
qutebrowser-mcp
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MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 35231 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 35232 |
openhab-semantic-mcp
Claim
Enables semantic control and monitoring of openHAB smart home items through nat…
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| 35233 |
MCP Shell Server
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A simple MCP server that provides a terminal tool for executing shell commands …
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| 35234 |
LabArchives MCP Server
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Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
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| 35235 |
YNAB MCP Server
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Enables AI assistants to interact with YNAB budgets, performing read-only queri…
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| 35236 |
serv
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| 35237 |
RSSHub MCP Server
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A Model Context Protocol server for RSSHub that enables AI assistants to access…
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| 35238 |
mcp-master-omni-grid
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| 35239 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 35240 |
mcp-proxy
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| 35241 |
vk-ads-mcp
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MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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| 35242 |
music-assistant-mcp
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Enables AI assistants to control Music Assistant for music search, library brow…
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| 35243 |
jellyfin-api
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Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 35244 |
test11
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| 35245 |
mcp-figshare
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Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 35246 |
allai
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| 35247 |
coldsend-mcp
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AI-native cold email campaign management via Model Context Protocol.
## What Y…
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| 35248 |
StarUML MCP Server
Claim
Enables creating diagrams or generating code from diagrams in StarUML via promp…
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| 35249 |
mcp-openaire
Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
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| 35250 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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