--- bezeichner: "io.github.MohdSaleh/tinyfish-guided-research" art: "mcp_server" slug: "io-github-mohdsaleh-tinyfish-guided-research" paketkoordinate: "pypi:tinyfish-guided-research-mcp" status: "aktiv" homepage: "https://github.com/MohdSaleh/tinyfish-guided-research-mcp" erhebungsstand: "2026-10-10T01:17:01.464Z" namensraum: "io.github.MohdSaleh" registerseite: "https://tracevero.com/mcp/io-github-mohdsaleh-tinyfish-guided-research" abgerufen_am: "2026-10-11" zugangsdaten_erforderlich: true ausfuehrungsort: "lokal" dateisystem_pfadargument: false quelloffen_einsehbar: true roh_beschreibung: "Auditable deep-research MCP server powered by TinyFish Search and Fetch." version: "1.0.0" roh_umgebungsvariablen: "TINYFISH_API_KEY, DATABASE_URL, RESEARCH_DB_PATH" roh_geheime_pflichtvariablen: "TINYFISH_API_KEY" roh_transportarten: "stdio" roh_pfadargumente: "" roh_repository_url: "https://github.com/MohdSaleh/tinyfish-guided-research-mcp" roh_paketquellen: "pypi" roh_geheime_pflichtkopfzeilen: "" roh_pfad_umgebungsvariablen: "" roh_remote_adressen: "" roh_remote_hosts: "" roh_statusmeldung: "" roh_veroeffentlicht_am: "2026-09-15" roh_aktualisiert_am: "2026-09-15" roh_schemafassung: "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json" roh_bereitstellungsform: "paket" roh_repository_quelle: "github" roh_repository_unterordner: "" roh_paketbezeichner: "tinyfish-guided-research-mcp" roh_paketversionen: "1.0.0" roh_laufzeithinweise: "" roh_umgebungsformate: "string" roh_umgebungsbeschreibungen: "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." roh_symbolformate: "" roh_verbindungswege: "{\"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\":[]}" --- # TinyFish Guided Research ## Measured values | Property | Value | Source | Collected on | Level of trust | Raw declaration | | --- | --- | --- | --- | --- | --- | | Required secrets declared | true | MCP-Register | 2026-09-16T01:17:01.931Z | abgeleitet | roh_geheime_pflichtvariablen: TINYFISH_API_KEY; roh_geheime_pflichtkopfzeilen: | | Execution location | lokal | MCP-Register | 2026-09-16T01:17:01.931Z | abgeleitet | roh_transportarten: stdio | | Path argument present | false | MCP-Register | 2026-09-16T01:17:01.931Z | abgeleitet | roh_pfadargumente: ; roh_pfad_umgebungsvariablen: | | Repository URL listed | true | MCP-Register | 2026-09-16T01:17:01.931Z | abgeleitet | roh_repository_url: https://github.com/MohdSaleh/tinyfish-guided-research-mcp | | Description (raw) | Auditable deep-research MCP server powered by TinyFish Search and Fetch. | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Declared version | 1.0.0 | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Environment variables (raw) | TINYFISH_API_KEY, DATABASE_URL, RESEARCH_DB_PATH | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Required secret variables (raw) | TINYFISH_API_KEY | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Transports (raw) | stdio | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Path arguments (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Repository (raw) | https://github.com/MohdSaleh/tinyfish-guided-research-mcp | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Package registries (raw) | pypi | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Required secret headers (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Path environment variables (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Remote URLs (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Remote hosts (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Registry status message (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | First listed in the registry (raw) | 2026-09-15 | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Last changed in the registry (raw) | 2026-09-15 | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Delivery form (raw) | paket | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Repository platform (raw) | github | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Repository subfolder (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Package identifiers (raw) | tinyfish-guided-research-mcp | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Package versions (raw) | 1.0.0 | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Runtime hints (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Environment variable formats (raw) | string | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | 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. | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | Icon formats (raw) | | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | | 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":[]} | MCP-Register | 2026-09-16T01:17:01.931Z | selbstauskunft | | ## Links - Namespace: [[namensraum/io-github-mohdsaleh|io.github.MohdSaleh]] --- - Registry page: - Retrieved on: 2026-10-11