Where the data comes from

The MCP servers directory is built from the open-source best-of-mcp-servers index (CC-BY-SA-4.0) combined with official GitHub repository references. We never invent descriptions, licenses or capabilities: when a field is unknown, we display it as Unknown.

What the ANG score means

The ANG score (0–100) is a transparent quality signal computed from measurable attributes of each entry: description richness, category demand, and whether the project is maintained by a recognized organization. It is a discovery aid — not a certification. Always review the official repository before adopting any server.

Confidence Methodology v2 (approved)

We are replacing the legacy ANG score with a published, deterministic confidence formula: confidence = 100 × (0.35 × source quality + 0.25 × freshness + 0.25 × completeness + 0.15 × verification depth). Every input is derived from recorded data — no unexplained numbers.

Verification levels

Freshness

Each page shows the date the underlying dataset was last refreshed (currently weekly via automated sync). If a repository changes after our last check, the official repo is always authoritative. (Last refresh: 2026-08-25)

Our own tools

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FAQ

Is the ANG score a certification?

No. The ANG score is a transparent discovery signal based on measurable attributes — not a substitute for reviewing each server's official repository.

What happens when information is unavailable?

We display it as Unknown. We never fill gaps with invented data — the official repository is always authoritative.

Browse the directory