Mmcp.market

Head to head

AKShare vs MCP Server

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

AKShareio.github.hangeaiagent/akshare-mcp
A
No reviews yet

Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call

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MCP Serverio.github.pathmodeio/mcp-server
B
No reviews yet

Deterministic intent preflight before your agent builds: six gates, keyless, no model call.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (86 and 82 out of 100).

 AKShareMCP Server
User ratingNo reviews yetNo reviews yet
Safety gradeA86/100B82/100
AdoptionGrowingGrowing
GitHub stars5252
Downloads / week–691
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools3—
Write actions——
Price per callFreeFree
LicenceApache-2.0NOASSERTION
Last release2026-09-192026-09-01
CategoryAI and agentsAI and agents

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