io.github.NSF-Simons-CosmicAI-Institute/manna
MANNA
Is the MANNA MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-13.
MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia
alive probed 2026-11-14 · unchanged since 2026-11-13
- Run it
- uvx manna-mcp@0.11.0 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- manna 0.11.0
- Capabilities
- logging, prompts, resources, tools
- Instructions
- none
- Of a 1M window
- 1.2 % of a 1M context window
- Count
- 12k tokens in Claude Opus 5.5, exact, measured 2026-11-13. With the Claude Code prefix mcp__…__ on each tool name: 12k. The o200k_base estimate is 7.4k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/NSF-Simons-CosmicAI-Institute/manna
- Registry
- active, updated 2026-10-08 · 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, 1.62×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| run_adql_query | 1 580 | 973 | 13 % |
| find_observations_of_target | 1 221 | 752 | 10 % |
| list_archives | 1 135 | 699 | 9 % |
| search_images_by_position | 1 098 | 676 | 9 % |
| count_observations_near_target | 948 | 584 | 8 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- WhatsApp Chat Reader (Unofficial) io.github.NabheetCloud/wa-chat-reader · crashed on start
- pdfmux io.github.NameetP/pdfmux · crashed on start
- Codigest io.github.NaNIsaac/codigest · install failed
- io.github.Nano-Nimbus/locus · needs mcp<2
- Profile-Wrap io.github.NJ-Burrito/profile-wrap-mcp · needs env
- handle-mcp io.github.NJohansen/handle-mcp · alive
- LWS io.github.NKSTUD/lws-mcp · alive
- io.github.NORTHTEKDevs/genome · needs network
Servers that mention manna or astronomical or archives.
- Codebase Brain io.github.Nomannazir/codebase-brain-mcp · alive
- UK Case Law MCP Server from MCPBundles com.mcpbundles/uk-case-law · needs auth
- UK Civic & Parliamentary Data MCP Server from MCPBundles com.mcpbundles/uk-civic-parliamentary · needs auth
- com.natalcompass/connector · alive
- UAPDrop Research Archive com.uapdrop/research-archive · needs auth
- Vigi-Sky fr.vigi-sky/vigisky · alive
- Astro API io.github.FrankThomasTveter/astro-api · alive
- Open Archives io.github.coret/openarchieven-mcp-server · alive
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-11-13 08:54 | alive | 3.9 s | 15 | 12k | 7.4k |
| 2026-10-16 06:28 | alive | 11.7 s | 15 | 12k | 7.2k |
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.