MCP Server Quality Scores
Independent quality analysis of 43430 public MCP servers
Last updated 1 hour, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38751 |
massive-mcp
Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
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| 38752 |
Futu Stock MCP Server
Claim
A Model Context Protocol server that integrates Futu OpenAPI, enabling AI model…
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| 38753 |
rootcause-mcp
Claim
Enables AI agents to perform structured root cause analysis from clinical incid…
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| 38754 |
Tor MCP Server
Claim
Enables secure access to Tor/onion services with content filtering and safety g…
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| 38755 |
inkscape-mcp
Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
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| 38756 |
capitainecarbone
Claim
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| 38757 |
Pexels MCP Server
Claim
Enables AI models to search and retrieve photos, videos, and collections from P…
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| 38758 |
claude-intercom
Claim
Enables real-time messaging between Claude Code instances, allowing agents to s…
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| 38759 |
Dooray MCP Server
Claim
Enables Claude Code to query, create, and modify Dooray tasks via natural langu…
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| 38760 |
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
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| 38761 |
Comprehensive MCP server for Blender with 308 tools across 25 modules, enabling…
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| 38762 |
mcp-oracle-dba
Claim
A read-only, audited, and SQL-guarded Model Context Protocol server for Oracle …
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| 38763 |
yfinance-mcp-server
Claim
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| 38764 |
Claude Code token usage, cost visibility, and SkillFM Beacon AI health checks f…
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| 38765 |
test-demo
Claim
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| 38766 |
mcp-openaire
Claim
Enables AI agents to search and retrieve EU research outputs including publicat…
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| 38767 |
StarUML MCP Server
Claim
Enables creating diagrams or generating code from diagrams in StarUML via promp…
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| 38768 |
SemiProcess MCP Server
Claim
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
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| 38769 |
proofof-ai-mcp
Claim
proofof-ai-mcp MCP server by MEOK AI Labs
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| 38770 |
Langfuse MCP Server
Claim
Model Context Protocol server for Langfuse observability. Query traces, analyze…
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| 38771 |
test11
Claim
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| 38772 |
jellyfin-api
Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
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| 38773 |
vk-ads-mcp
Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
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| 38774 |
html-parser-ai-mcp
Claim
html-parser-ai-mcp MCP server by MEOK AI Labs
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| 38775 |
allai
Claim
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| 38776 |
mcp-figshare
Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
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| 38777 |
Library Docs MCP Server
Claim
Searches and fetches real-time documentation for libraries like Langchain, Open…
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| 38778 |
music-assistant-mcp
Claim
Enables AI assistants to control Music Assistant for music search, library brow…
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| 38779 |
BinAssistMCP
Claim
Enables AI-assisted reverse engineering by bridging Binary Ninja with Large Lan…
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| 38780 |
mcp-proxy
Claim
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| 38781 |
RSSHub MCP Server
Claim
A Model Context Protocol server for RSSHub that enables AI assistants to access…
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| 38782 |
A Word document processing MCP server that exposes a single tool (docx_process)…
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| 38783 |
serv
Claim
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| 38784 |
LabArchives MCP Server
Claim
Connects AI assistants to LabArchives electronic lab notebooks, enabling queryi…
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| 38785 |
YNAB MCP Server
Claim
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
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| 38786 |
openhab-semantic-mcp
Claim
Enables semantic control and monitoring of openHAB smart home items through nat…
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| 38787 |
qutebrowser-mcp
Claim
MCP server for automating qutebrowser browser via CDP and IPC. Enables tab mana…
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| 38788 |
cra-compliance-mcp
Claim
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
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| 38789 |
Fledgling
Claim
Provides MCP tools that help AI agents get their bearings in a codebase with un…
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| 38790 |
lifequo
Claim
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| 38791 |
MCP Shell Server
Claim
A simple MCP server that provides a terminal tool for executing shell commands …
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| 38792 |
cloud-audit-mcp
Claim
Cloud security audit tools for AI agents that provide direct access to cloud AP…
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| 38793 |
camacho-mcp
Claim
Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
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| 38794 |
Mind Cloud
Claim
Persistent memory infrastructure for AI systems, running on Cloudflare's edge n…
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| 38795 |
Xee-mcp
Claim
Enables AI assistants to search X posts and read user timelines without API cos…
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| 38796 |
Kapruka MCP
Claim
Free public MCP server for Kapruka.com — Sri Lanka's largest e-commerce platfor…
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| 38797 |
Universal AI Hub
Claim
A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 38798 |
symbols-of-wealth-studio
Claim
World-class creative social media content studio, powered by AI.
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| 38799 |
testing-mcp
Claim
Enables AI assistants to write and debug integration tests by providing live ac…
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| 38800 |
hedera-mcp-platform
Claim
Hedera ecosystem intelligence for AI agents. 16 tools, pay per call in HBAR.
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