MCP Scoreboard — Quality Scores for MCP Servers

69365

Discovered

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33980

Scored

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2112

Verified

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16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 9 minutes ago

Grade Distribution

Score Distribution

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EU TED Tenders (Apify Actor) by Tuper F OpenAlex Papers (Apify Actor) by Tuper F Hacker News (Apify Actor) by Tuper F GitHub Repos (Apify Actor) by Tuper F UK Companies House (Apify Actor) by Tuper F

Biggest Gainers

Airport Pickups London +31 HTML to Image +24 robomart +22

Biggest Drops

Black Label Continuum Website MCP -48 worldhums -48 Second Opinion -48

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
○ Unscored
69351	CenterPoint Connect Claim Access and manage CenterPoint Connect data for property management, constructio…	—	○ ⏳	—	N/A	N/A	—	95	—
69352	Coworker Claim 1 Enterprise context layer for AI across 50+ work apps. Enterprise-only: book a d…	—	○	—	N/A	N/A	—	81	—
69353	tggroupMCP Claim Enables interaction with Telegram groups via MTProto, including message retriev…	—	○ ⏳	—	N/A	N/A	—	—	—
69354	priceof Claim Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…	—	○ ⏳	—	N/A	N/A	—	95	—
69355	AnomalyArmor Claim Data observability for AI agents. Query alerts, monitor freshness, investigate …	—	○ ⏳	—	—	—	—	81	—
69356	composio Claim typescript python sdk ai-agents anthropic openapi langchain openai-agents llama…	—	○ ⏳	—	N/A	N/A	—	—	—
69357	ElkassabgiData Claim A growing family of free academic data libraries: finance, economics, and beyon…	—	○ ⏳	—	—	—	—	—	—
69358	GitHub Inside Claude Code Claim Normalized GitHub-CLI bridge for Claude Code — 89 ops, 6 families incl. federat…	—	○ ⏳	—	N/A	N/A	—	—	—
69359	opchain Claim Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, s…	—	○ ⏳	—	—	—	—	—	—
69360	ssh-mcp Claim Enables LLMs to interact with remote servers via SSH, supporting command execut…	—	○ ⏳	—	—	—	—	—	—
69361	callwright Claim Self-hosted MCP voice agent that places phone calls on your behalf via Retell.	—	○ ⏳	—	N/A	N/A	—	—	—
69362	Tool Filter MCP Claim 1 MCP proxy server that filters tools from upstream MCP servers via regex-based d…	—	○	—	N/A	N/A	—	81	—
69363	project-raspored Claim	—	○ ⏳	—	N/A	N/A	—	95	—
69364	mcp-common-server Claim Zero-dependency MCP server that provides AI models with secure read/write/exec …	—	○ ⏳	—	N/A	N/A	—	—	—
69365	prolink Claim Agent-to-agent marketplace middleware — MCP-native discovery, negotiation, and …	—	○ ⏳	—	—	—	—	81	—

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