mcpscore

About mcpscore

mcpscore Lighthouse for MCP. Audit any MCP (Model Context Protocol) server and get a scored, actionable report in seconds. MCP servers that break the spec fail in the worst place: silently, inside someone else's agent. A missing tool description, a stale protocol version, or an unencrypted endpoint never crashes your server. It makes agents pick the wrong tool, drop you from their registry, or leak traffic. mcpscore finds that before your users do. Deterministic, no API key, no sign-up.

Quick Facts

Compatible Skills

These tools work well together with mcpscore for enhanced workflows:

• agentrun-cli — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (57%)
• idac — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (56%)
• gemini-paper-summarizer — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
• DeveloperGPT — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
• ollama-agent — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (55%)

More MCP Server Tools

Explore other popular mcp server tools:

• ECC ⭐ 274.1k
• n8n ⭐ 206.8k
• everything-claude-code ⭐ 186.6k
• dify ⭐ 158.0k
• open-webui ⭐ 154.1k
• cc-switch ⭐ 140.5k
• graphify ⭐ 124.3k
• gemini-cli ⭐ 107.2k
• awesome-mcp-servers ⭐ 95.6k
• Agent-Reach ⭐ 92.4k

Popular Python Agent Tools

• hermes-agent ⭐ 251.6k · Codex Skill
• AutoGPT ⭐ 187.7k · Agent Tool
• skills ⭐ 179.8k · Claude Skill
• langflow ⭐ 155.5k · Agent Tool
• open-webui ⭐ 154.1k · MCP Server

Frequently Asked Questions