SERVER

TinyFish Guided Research

Rank #11,628

io.github.MohdSaleh/tinyfish-guided-research

Auditable deep-research MCP server powered by TinyFish Search and Fetch.

1 version

by MohdSaleh (1 servers)View repository ↗Claim this server

Listed & last published

Sep 15, 2026

OVERVIEW

TinyFish Guided Research is a Model Context Protocol (MCP) server published by MohdSaleh. It ranks #11,628 of 137,492 servers tracked on MCP Toplist. TinyFish Guided Research is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Sep 15, 2026 and most recently updated on Sep 15, 2026.

STANDING

#11,628of 137,492 tracked serversTop 10%

Ranks ahead of 125,864 of 137,492 servers on MCP Toplist.

CONNECT

Use TinyFish Guided Research

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

Python package (PyPI)

claude mcp add tinyfish-guided-research -e "TINYFISH_API_KEY=<your TINYFISH_API_KEY>" -e "DATABASE_URL=<your DATABASE_URL>" -e "RESEARCH_DB_PATH=<your RESEARCH_DB_PATH>" -- uvx tinyfish-guided-research-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.tinyfish-guided-research]
command = "uvx"
args = ["tinyfish-guided-research-mcp"]

[mcp_servers.tinyfish-guided-research.env]
TINYFISH_API_KEY = "<your TINYFISH_API_KEY>"
DATABASE_URL = "<your DATABASE_URL>"
RESEARCH_DB_PATH = "<your RESEARCH_DB_PATH>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "tinyfish-guided-research": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp"
      ],
      "env": {
        "TINYFISH_API_KEY": "<your TINYFISH_API_KEY>",
        "DATABASE_URL": "<your DATABASE_URL>",
        "RESEARCH_DB_PATH": "<your RESEARCH_DB_PATH>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "tinyfish-guided-research": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp"
      ],
      "env": {
        "TINYFISH_API_KEY": "<your TINYFISH_API_KEY>",
        "DATABASE_URL": "<your DATABASE_URL>",
        "RESEARCH_DB_PATH": "<your RESEARCH_DB_PATH>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

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

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "tinyfish-guided-research": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp"
      ],
      "env": {
        "TINYFISH_API_KEY": "<your TINYFISH_API_KEY>",
        "DATABASE_URL": "<your DATABASE_URL>",
        "RESEARCH_DB_PATH": "<your RESEARCH_DB_PATH>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "tinyfish-guided-research": {
      "command": "uvx",
      "args": [
        "tinyfish-guided-research-mcp"
      ],
      "env": {
        "TINYFISH_API_KEY": "<your TINYFISH_API_KEY>",
        "DATABASE_URL": "<your DATABASE_URL>",
        "RESEARCH_DB_PATH": "<your RESEARCH_DB_PATH>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.MohdSaleh%2Ftinyfish-guided-research.svg)](https://mcptoplist.com/server/io.github.MohdSaleh%2Ftinyfish-guided-research)

HTML

<a href="https://mcptoplist.com/server/io.github.MohdSaleh%2Ftinyfish-guided-research"><img src="https://mcptoplist.com/badge/io.github.MohdSaleh%2Ftinyfish-guided-research.svg" alt="MCP Toplist: Top 10% of 137,492" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries

Official MCP

Glama

ORGANIZATION

MohdSaleh

Organization

MohdSaleh

Servers in org

Versions across org

VERSIONS

Available versions (1)

Version	Published
1.0.0	Sep 15, 2026

FAQ

Frequently asked questions

Who maintains TinyFish Guided Research?: TinyFish Guided Research is maintained by MohdSaleh, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is TinyFish Guided Research listed on the Official MCP Registry?: Yes — TinyFish Guided Research is listed on the Official MCP Registry, alongside Glama.
How many versions does TinyFish Guided Research have?: MCP Toplist tracks 1 version of TinyFish Guided Research, most recently published on Sep 15, 2026.
Where can I find the source code for TinyFish Guided Research?: The source code for TinyFish Guided Research is hosted at github.com/MohdSaleh/tinyfish-guided-research-mcp.

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