io.github.loopg/pramana-mcp
pramana
Is the io.github.loopg/pramana-mcp MCP server down? No. It answered initialize and tools/list in the probe of 2026-10-26.
Read your recorded AI agent runs, and what changed when you swapped a model or prompt.
alive probed 2026-11-14 · unchanged since 2026-10-26
- Run it
- uvx pramana-mcp@0.1.3 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- pramana
- Capabilities
- prompts, resources, tools
- Instructions
- 268 characters
- Of a 1M window
- <0.1 % of a 1M context window
- Count
- 825 tokens in Claude Opus 5.5, exact, measured 2026-10-26. With the Claude Code prefix mcp__…__ on each tool name: 885. The o200k_base estimate is 426. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/reliai-in/pramana-mcp
- Website
- https://www.reliai.in
- Registry
- active, updated 2026-09-28 · 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, 1.94×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| list_traces | 217 | 112 | 26 % |
| get_model_diff | 180 | 93 | 22 % |
| list_model_diffs | 157 | 81 | 19 % |
| verify_bundle | 151 | 78 | 18 % |
| get_trace | 120 | 62 | 15 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- CiteGuard io.github.lonexreb/retractguard · needs mcp<2
- openInvest io.github.longsizhuo/openinvest · alive
- Lookproof DNS and mail security checks io.github.lookproof/lookproof-mcp · needs env
- Loopcut io.github.loopcut-ai/loopcut · alive
- LoopGrid MCP io.github.loopgridio/loopgrid-mcp · alive
- io.github.lorenzo-cambiaghi/lynx · crashed on start
- Droste io.github.lorismascio17/droste-memory · alive
- SHEARLINE io.github.lostnumber07/shearline · needs mcp<2
Servers that mention recorded or changed.
- ai.getvda/integration-agent · newer protocol
- Perfect Memory ai.perfectmemory/perfect-memory · needs auth
- app.john11/john11 · alive
- Listen to Sadhu app.listentosadhu/corpus · alive
- Store Price Tracker app.openkrill/store-prices · alive
- HK Transit Cost — MTR fares and the government fare subsidy app.rowb.hk-transit/fares · alive
- com.ainetcafe/netcafe-tasks · alive
- BitterClip com.bitterclip/bitterclip · 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 |
|---|---|---|---|---|---|
| 2026-10-26 07:02 | alive | 3.1 s | 5 | 825 | 426 |
| 2026-10-19 06:53 | alive | 3.1 s | 5 | 426 |
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.