io.github.harrisonmo/mofi
MOFi
Is the MOFi MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-30.
Query MOF database survey metadata and connect a bounded MOFi scientific workspace.
alive probed 2026-11-14 · unchanged since 2026-10-30
- Run it
- uvx mofi-tools@0.1.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- mofi 0.1.0
- Capabilities
- experimental, resources, tools
- Instructions
- 253 characters
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 964 tokens in Claude Opus 5.5, exact, measured 2026-10-30. With the Claude Code prefix mcp__…__ on each tool name: 980. The o200k_base estimate is 560. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/harrisonmo/MOFi
- Website
- https://github.com/harrisonmo/MOFi#readme
- Registry
- active, updated 2026-10-22 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.72×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| mof_database_catalog | 878 | 510 | 91 % |
| mofi_tool_catalog | 86 | 50 | 9 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- AgentFEM io.github.haoming-luo/agentfem · alive
- Ephys io.github.happyc0der/ephys-mcp · alive
- Garmin Connect io.github.happyc0der/garmin-connect-api · alive
- Excel MCP Server io.github.haris-musa/excel-mcp-server · alive
- TaxBrainAI MCP io.github.harshil-projects/taxbrainai-mcp · crashed on start
- io.github.harshitAgr/codabench-mcp · needs mcp<2
- io.github.harshithsunku/mcp-gtags-server · alive
- HOL Guard io.github.hashgraph-online/hol-guard · alive
Servers that mention mofi or scientific or workspace.
- Mofi br.com.omofi/mofi · alive
- Iran Brokers Market Data io.github.sepehr071/iran-brokers-mcp · alive
- AutEng Docs — Agent Document Workspace & Publishing ai.auteng/docs · alive
- Bindry ai.bindry/bindry · needs auth
- ai.bridgeapp/bridgeapp · needs auth
- Calaf Seed Tools ai.calaf/seeds · alive
- Dryos Workspace ai.dryos/dryos-workspace · needs auth
- ai.enginy/mcp · needs auth
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-30 07:48 | alive | 1.4 s | 2 | 964 | 560 |
| 2026-10-23 06:51 | alive | 1.6 s | 2 | 560 |
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.