Everyrow MCP Server

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

io.github.futuresearch/everyrow-mcp · Repository · Website · version 0.5.1 · 52 stars · listed from registry

Install

The sweep installs into a clean prefix, but this is the command a user would run:

uvx everyrow-mcp

Needs credentials: EVERYROW_API_KEY. The probe used placeholder values, so an amber needs credentials result below means the server asked for the real ones, not that it is broken. Maintainers: how to go green.

Results by platform

Linux

needs credentials2026-08-16 · probed over pypi

2 recorded runs, oldest first.

handshake failed: MCP error -32000: Connection closed
--- stderr (tail) ---
Installed 81 packages in 115ms
Traceback (most recent call last):
  File "/home/runner/.cache/uv/archive-v0/_oWuuS-0QX1knhvd/bin/everyrow-mcp", line 6, in <module>
    from everyrow_mcp.server import main
  File "/home/runner/.cache/uv/archive-v0/_oWuuS-0QX1knhvd/lib/python3.13/site-packages/everyrow_mcp/server.py", line 15, in <module>
    import everyrow_mcp.tools  # noqa: F401  — registers @mcp.tool() decorators
    ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/runner/.cache/uv/archive-v0/_oWuuS-0QX1knhvd/lib/python3.13/site-packages/everyrow_mcp/tools.py", line 13, in <module>
    from everyrow.api_utils import handle_response
ModuleNotFoundError: No module named 'everyrow.api_utils'

macOS

needs credentials2026-08-16 · probed over pypi

2 recorded runs, oldest first.

handshake failed: MCP error -32000: Connection closed
--- stderr (tail) ---
Installed 81 packages in 961ms
Traceback (most recent call last):
  File "/Users/runner/.cache/uv/archive-v0/f0jSGCyct7c1LjH_/bin/everyrow-mcp", line 6, in <module>
    from everyrow_mcp.server import main
  File "/Users/runner/.cache/uv/archive-v0/f0jSGCyct7c1LjH_/lib/python3.14/site-packages/everyrow_mcp/server.py", line 15, in <module>
    import everyrow_mcp.tools  # noqa: F401  — registers @mcp.tool() decorators
    ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/Users/runner/.cache/uv/archive-v0/f0jSGCyct7c1LjH_/lib/python3.14/site-packages/everyrow_mcp/tools.py", line 13, in <module>
    from everyrow.api_utils import handle_response
ModuleNotFoundError: No module named 'everyrow.api_utils'

Windows

needs credentials2026-08-15 · probed over pypi

1 recorded run, oldest first.

handshake failed: MCP error -32000: Connection closed
--- stderr (tail) ---
Downloading openai (1.6MiB)
Downloading tokenizers (2.7MiB)
Downloading litellm (23.0MiB)
 Downloaded tokenizers
 Downloaded openai
 Downloaded litellm
Installed 84 packages in 35.65s
Traceback (most recent call last):
  File "<frozen runpy>", line 198, in _run_module_as_main
  File "<frozen runpy>", line 88, in _run_code
  File "C:\Users\runneradmin\AppData\Local\uv\cache\archive-v0\fPcmuClpWv9sYZSQ\Scripts\everyrow-mcp.exe\__main__.py", line 4, in <module>
  File "C:\Users\runneradmin\AppData\Local\uv\cache\archive-v0\fPcmuClpWv9sYZSQ\Lib\site-packages\everyrow_mcp\server.py", line 15, in <module>
    import everyrow_mcp.tools  # noqa: F401  � registers @mcp.tool() decorators
    ^^^^^^^^^^^^^^^^^^^^^^^^^
  File "C:\Users\runneradmin\AppData\Local\uv\cache\archive-v0\fPcmuClpWv9sYZSQ\Lib\site-packages\everyrow_mcp\tools.py", line 13, in <module>
    from everyrow.api_utils import handle_response
ModuleNotFoundError: No module named 'everyrow.api_utils'

Badge

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