Raw values for TinyFish Guided Research
io.github.MohdSaleh/tinyfish-guided-research · Registry status: active
What the source declared verbatim, unchanged and uninterpreted. The derived values on the overview page are computed from these.
Evidence for this page · Source: MCP-Register · collected on 2026-09-16
Every value below comes from it. Where one differs, its origin is stated on its row.
| Description (raw) | Auditable deep-research MCP server powered by TinyFish Search and Fetch. |
|---|---|
| Environment variables (raw) | TINYFISH_API_KEY, DATABASE_URL, RESEARCH_DB_PATH |
| Required secret variables (raw) | TINYFISH_API_KEY |
| Transports (raw) | stdio |
| Path arguments (raw) | confirmed absent |
| Repository (raw) | https://github.com/MohdSaleh/tinyfish-guided-research-mcp |
| Package registries (raw) | pypi |
| Required secret headers (raw) | confirmed absent |
| Path environment variables (raw) | confirmed absent |
| Remote URLs (raw) | confirmed absent |
| Remote hosts (raw) | confirmed absent |
| Registry status message (raw) | confirmed absent |
| First listed in the registry (raw) | 2026-09-15 |
| Last changed in the registry (raw) | 2026-09-15 |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json |
| Delivery form (raw) | package |
| Repository platform (raw) | github |
| Repository subfolder (raw) | confirmed absent |
| Package identifiers (raw) | tinyfish-guided-research-mcp |
| Package versions (raw) | 1.0.0 |
| Runtime hints (raw) | confirmed absent |
| Environment variable formats (raw) | string |
| Environment variable descriptions (raw) | DATABASE_URL=Shared PostgreSQL connection URL for durable production state. Recommended for remote/multi-replica hosting. · RESEARCH_DB_PATH=SQLite persistence path used when DATABASE_URL is unset. Intended for local/single-instance usage. · TINYFISH_API_KEY=TinyFish API key used by Search and Fetch. |
| Icon formats (raw) | confirmed absent |
| Connection paths (source structure) | {"packages":[{"registryType":"pypi","identifier":"tinyfish-guided-research-mcp","version":"1.0.0","transport":"stdio","environment":[{"name":"TINYFISH_API_KEY","description":"TinyFish API key used by Search and Fetch.","format":"string","required":true,"secret":true},{"name":"DATABASE_URL","description":"Shared PostgreSQL connection URL for durable production state. Recommended for remote/multi-replica hosting.","format":"string","required":false,"secret":true},{"name":"RESEARCH_DB_PATH","description":"SQLite persistence path used when DATABASE_URL is unset. Intended for local/single-instance usage.","format":"string","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} |
Position within the directory
How many of the 41,867 published entries carry the same measured value. A reference figure, not an assessment.
- Required secrets declaredyes6,067 of 41,867 carry this value (14 %)View these entries
- Execution locationlocal17,056 of 41,867 carry this value (41 %)View these entries
- Path argument presentno41,369 of 41,867 carry this value (99 %)View these entries
- Repository URL listedyes30,107 of 41,867 carry this value (72 %)View these entries
All 4 values together are carried by 3,552 of 41,867 entries.
tracevero · https://tracevero.com/mcp/io-github-mohdsaleh-tinyfish-guided-research/rohangaben