TinyFish Guided Research MCP

An auditable research orchestration MCP server that manages state, retrieval, evidence integrity, and citation checks for deep research workflows. It relies on TinyFish Search and Fetch for data acquisition while the client LLM performs semantic reasoning. The server handles duplicate source screening, claim tracking, and supports SQLite or PostgreSQL persistence.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

Community listingLocal stdioSource reviewed; not executedPublished by MohdSaleh

You need:Requires Python 3.11+ and a TinyFish API keyTINYFISH_API_KEY= " your-api-key "

Vendor documentation

What you can do with it

Orchestrate multi-step research workflows with state tracking
Verify citations and check evidence integrity
Screen sources and handle duplicates automatically
Manage research budgets and stopping conditions

Source and maintenance

Community listingRegistry 1.0.0

mcp-registry: io.github.MohdSaleh/tinyfish-guided-research@1.0.0 Source repository

Maintenance checked: Nov 1, 2026, 6:05 AM UTC

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

tinyfish-guided-research-mcp 1.0.0

pypi

tinyfish-guided-research-mcp package definition

{
  "version": "1.0.0",
  "transport": "stdio",
  "identifier": "tinyfish-guided-research-mcp",
  "registryType": "pypi",
  "environmentVariables": [
    {
      "name": "TINYFISH_API_KEY",
      "format": "string",
      "isRequired": true,
      "description": "TinyFish API key used by Search and Fetch."
    },
    {
      "name": "DATABASE_URL",
      "format": "string",
      "description": "Shared PostgreSQL connection URL for durable production state. Recommended for remote/multi-replica hosting."
    },
    {
      "name": "RESEARCH_DB_PATH",
      "format": "string",
      "description": "SQLite persistence path used when DATABASE_URL is unset. Intended for local/single-instance usage."
    }
  ]
}

Tools

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No tool definitions available.

Connect from your client

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.

Cursor configuration

{
  "mcpServers": {
    "tinyfish-guided-research-mcp": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp==1.0.0"
      ],
      "env": {
        "TINYFISH_API_KEY": "<YOUR_TINYFISH_API_KEY>",
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "RESEARCH_DB_PATH": "<YOUR_RESEARCH_DB_PATH>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.

Cline configuration

{
  "mcpServers": {
    "tinyfish-guided-research-mcp": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp==1.0.0"
      ],
      "env": {
        "TINYFISH_API_KEY": "<YOUR_TINYFISH_API_KEY>",
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "RESEARCH_DB_PATH": "<YOUR_RESEARCH_DB_PATH>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.

VS Code configuration

{
  "servers": {
    "tinyfish-guided-research-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp==1.0.0"
      ],
      "env": {
        "TINYFISH_API_KEY": "<YOUR_TINYFISH_API_KEY>",
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "RESEARCH_DB_PATH": "<YOUR_RESEARCH_DB_PATH>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.

Claude Desktop configuration

{
  "mcpServers": {
    "tinyfish-guided-research-mcp": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp==1.0.0"
      ],
      "env": {
        "TINYFISH_API_KEY": "<YOUR_TINYFISH_API_KEY>",
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "RESEARCH_DB_PATH": "<YOUR_RESEARCH_DB_PATH>"
      }
    }
  }
}

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