io.github.hangeaiagent/akshare-mcp

AKShare

Is the AKShare MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.

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

alive probed 2026-11-15 · unchanged since 2026-10-30

3tools

664tokens in Claude Opus 5.5

0.3 %of Claude's 200k window

0.3×the median server

4.4 sto initialize

4 msto list tools

Run it: uvx agentpit-akshare-mcp@0.1.1 (stdio, probed in a container with the network off)
Host: pypi.org
Reports itself as: akshare-mcp
Capabilities: prompts, resources, tools
Instructions: none
Of a 1M window: <0.1 % of a 1M context window
Count: 664 tokens in Claude Opus 5.5, exact, measured 2026-10-16. With the Claude Code prefix mcp__…__ on each tool name: 700. The o200k_base estimate is 370. Counted again when the tool definitions change. Method.
Repository: https://github.com/agentpit-io/hunter-community
Registry: active, updated 2026-09-10 · registry entry

Most expensive tools

The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.79×.

Tool	≈ Claude tokens	o200k estimate	Share of this server
akshare_search	296	165	45 %
akshare_call	258	144	39 %
akshare_signature	109	61	16 %

Other registry entries on pypi.org, the ones next to this name; all of them.

Servers that mention akshare.

The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.

Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.