io.github.alptugharun/ai-workbench-mcp
AI Workbench MCP
Is the AI Workbench MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-31.
Read-only MCP server for reusable AI prompts and assistant blueprints.
alive probed 2026-11-14 · unchanged since 2026-10-31
3tools
458tokens in Claude Opus 5.5
0.2 %of Claude's 200k window
0.2×the median server
445 msto initialize
4 msto list tools
- Run it
- uvx alptugharun-ai-workbench-mcp@0.1.0a2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- alptugharun-ai-workbench-mcp 0.1.0a2
- Capabilities
- tools
- Instructions
- none
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 458 tokens in Claude Opus 5.5, exact, measured 2026-10-17. With the Claude Code prefix mcp__…__ on each tool name: 503. The o200k_base estimate is 240. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/alptugharun/ai-workbench-mcp
- Registry
- active, updated 2026-10-04 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.91×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| get_assistant | 208 | 109 | 45 % |
| render_prompt | 174 | 91 | 38 % |
| list_prompts | 76 | 40 | 17 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Almega io.github.almega-ai/almega-mcp · needs mcp<2
- Joplin MCP Server io.github.alondmnt/joplin-mcp · alive
- RogueGPT io.github.aloth/roguegpt · needs args
- EvolutionDB Long-Term Memory io.github.alptekin/evolutiondb-memory · not found
- io.github.altrsoftware/altr-mcp-server · alive
- Luma Events io.github.alx1p/luma-mcp · alive
- Atlassian Attachments io.github.alyiox/mcp-atlassian-attachments · alive
- ClickHouse io.github.alyiox/mcp-clickhousex · alive
Servers that mention workbench.
- AIURION Agentic 3D Printing — San Francisco com.aiurion/agentic-3d-printing · alive
- Capital Workbench com.capital-workbench/mcp · needs auth
- MDEngine com.forcefieldsilicon/mdengine · alive
- com.seqbench/workbench · not MCP
- io.github.aniebyl/ololand-dd · needs auth
- io.github.f-tiger/agiscorecard-web3-workbench · alive
- org.nsgoods/nsgoods-workbench-mcp · alive
- ZeroWidth Workbench ai.zerowidth/workbench · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.