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AI Tools Scout

An open-source AI tools directory with clear use cases, visible source freshness, and maintenance evidence for anyone deciding what to try.

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Rankings use public ecosystem signals. Treat them as a starting point, then confirm license, setup, safety, and fit with the upstream project.
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Project comparison

Awesome Mcp Clients vs graphify

Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.

Awesome Mcp Clients

A collection of MCP clients.

Best matched with other framework tools.

6.5K
Stars
+126
Weekly
48/100
Health
graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

Best matched with other framework tools.

123.6K
Stars
+47.0K
Weekly
95/100
Health

Quick Take

Adoption

graphify has the larger GitHub footprint with 123.6K stars.

Momentum

graphify is currently growing faster at +47.0K stars this week.

Maintenance

graphify has the stronger automated maintenance signal at 95/100. This is not a security or fit verdict.

Side-by-side evidence

Use these signals to narrow your choice, then confirm setup, license, and fit upstream.

SignalAwesome Mcp Clientsgraphify
Evidence statusBasic listing· 2026-10-04 09:17 UTCVerified snapshot· 2026-10-04 09:19 UTC
GitHub stars6.5K123.6K
Weekly growth+126+47.0K
Health scoreWatch48/100Strong95/100
Contributors88168
Commits per week0.279.3
Open issues72607
LanguageN/APython
LicenseMITApache-2.0
Last commit2026-06-07 18:57 UTC2026-10-04 01:26 UTC
Last releaseN/Av0.9.23

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