io.github.beepboop2025/financial-source-data
Seiche, LiquiLens and Undertow source data
io.github.beepboop2025/financial-source-data costs 713 tokens of context per session. It has 8 tool definitions. That is 0.4 % of a 200k window. Measured 2026-10-03.
Funding histories, bank filings and settlement data with source receipts, units and capture clocks.
alive probed 2026-10-03 · HTTP 200
8tools
713tokens for the tool definitions
0.4 %of a 200k context window
1.2 sto initialize
1.2 sto list tools
- Endpoint
- https://api.seiche.info/api/v2/research-data/mcp (streamable-http)
- Host
- api.seiche.info
- Protocol
- 2025-11-25
- Reports itself as
- liquilens-research-data 1.2.0
- Capabilities
- tools
- Instructions
- 317 characters
- Repository
- https://github.com/beepboop2025/liquilens-mcp
- Website
- https://liquilens.in/agents/#source-data
- Registry
- active, updated 2026-09-26 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| research_observations | 125 | 18 % |
| research_series_summary | 116 | 16 % |
| research_tracked_institutions | 113 | 16 % |
| research_entities | 88 | 12 % |
| research_series | 85 | 12 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:37 | alive | 1.2 s | 8 | 713 |
| 2026-10-03 17:53 | alive | 238 ms | 8 | 713 |
Badge
[](https://mcp-pulse.ulehla.dev/s/io.github.beepboop2025/financial-source-data)