MCP Scoreboard — Quality Scores for MCP Servers

43365

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29449

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2111

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16952

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Last updated 40 minutes ago

Grade Distribution

Score Distribution

Newly Added

ipnex F Aim F Fractera F conjure F cred F

Biggest Gainers

theothers +30 Tabula MCP +1

Biggest Drops

aeo -2 SaaS Browser -2 Correkt: The AI-Native Online Marketplace for Physical Products -2

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
○ Unscored
43351	Outlook Claim 2 Outlook integration with OAuth, message search, batch operations, and calendar …	—	○	—	N/A	N/A	—	61	—
43352	Java Code Generator Claim Generate secure Java code for common tasks and patterns. Apply best practices t…	—	○ ⏳	—	N/A	N/A	—	95	—
43353	Vector Task MCP Server Claim A secure, vector-based task management server for Claude Desktop using sqlite-v…	—	○ ⏳	—	N/A	N/A	—	—	—
43354	dronelyticsio Claim US drone airspace intelligence and mission planning. Query 11 FAA data layers, …	—	○ ⏳	—	—	—	—	81	—
43355	globalpulse-mcp Claim Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviat…	—	○ ⏳	—	N/A	N/A	—	—	—
43356	bitbank MCP Server Claim MCP server for bitbank cryptocurrency exchange enabling ticker, candlestick, or…	—	○ ⏳	—	—	—	—	—	—
43357	mcp-server-browser-use-ollama Claim Enables AI agents to automate web browsers using local Ollama models via the Mo…	—	○ ⏳	—	N/A	N/A	—	—	—
43358	Aisle Wedding Claim Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…	—	○ ⏳	—	—	—	—	81	—
43359	gamma-app-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
43360	fixme-agent Claim Real-time AI code quality — 30 validators, 17 languages, 813+ checks	—	○ ⏳	—	N/A	N/A	—	83	—
43361	GitHub MCP Server Claim Enables LLMs to interact with GitHub repositories, issues, pull requests, and w…	—	○ ⏳	—	—	—	—	81	—
43362	remote-mcp-oauth-github Claim Enables Claude to authenticate with GitHub OAuth and access tools for user info…	—	○ ⏳	—	N/A	N/A	—	—	—
43363	local-skills-mcp Claim 1 Universal MCP server for local filesystem skills with lazy loading and context-…	—	○	—	N/A	N/A	—	81	—
43364	mcp-research-assistant Claim A research assistant server that enables saving, organizing, and retrieving res…	—	○ ⏳	—	N/A	N/A	—	—	—
43365	mcp-filesystem-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—

Showing 43351–43365 of 43365 servers

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