X Company Banner Black

Overmind

Overmind is two things in one package:

  • Tracing SDK — drop-in observability for LLM agents. Decorate your code, get structured traces of every LLM call and tool invocation.

Documentation: Overmind guide

Console: console.overmindlab.ai

Install

uv tool install overmind
# or
pipx install overmind

Tracing

Wire up tracing once at process start, then annotate the functions you want traced:

import overmind

overmind.init(
    service_name="my-agent", providers=["openai", "anthropic"]
)  # reads OVERMIND_API_KEY from the environment


@overmind.entry_point()
def run(input_data: dict) -> dict:
    return {"response": handle(input_data)}


@overmind.tool()
def search(query: str) -> list[dict]: ...

Available decorators/helpers: entry_point, workflow, tool, function, plus start_span (context manager), set_tag, set_user, and capture_exception for Sentry-style annotations on the current span.

Skills

Use these from Cursor, Codex, or Claude Code to scaffold agents and operate Overmind without leaving your coding environment. Skills live at the repo-root skills/ directory so agent installers can pick them up from this repository (e.g. npx skills add overmind-core/overmind).

overmind skills list --verbose
overmind skills sync overmind
Skill What it does
Overmind Instrument tracing, inspect telemetry via MCP, upload datasets, run evals, fine-tune, and optimize.

CLI reference

overmind optimise [OPTIONS]         Register this machine and run the optimisation loop
overmind skills list [--verbose]    List installed/available skills
overmind skills sync <name>...      Sync one or more skills to the latest version

Run overmind <command> --help for full flag documentation.

Project links

Data verified by PyPI on Aug 13, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (0.1.67)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for pritam-overmind from gravatar.com pritam-overmind

Credits

Author: Overmind Ltd

GitHub Statistics

Data verified by PyPI on Aug 13, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

MIT License

Requires

Python <4, >=3.10

Provides Extra

test

Tags

ai api client enforcement overmind policy

Classifiers

Report project as malware

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

overmind-0.1.65.tar.gz (277.4 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

overmind-0.1.65-py3-none-any.whl (58.4 kB view details)

Uploaded Python 3

File details

Details for the file overmind-0.1.65.tar.gz.

File metadata

  • Download URL: overmind-0.1.65.tar.gz
  • Upload date:
  • Size: 277.4 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for overmind-0.1.65.tar.gz
Algorithm Hash digest
SHA256 da6fd648d41c7cc92ab02147860f3fae612c4d73efaebde36972d66f6dcccf87
MD5 021d542c889e26cb5872486cb66adf72
BLAKE2b-256 d34f9b4fabdc091a04c977d290f8beb9adcf43a806794e07ed63a3e0a4f7d58a

See more details on using hashes here.

Provenance

The following attestation bundles were made for overmind-0.1.65.tar.gz:

Publisher: publish.yml on overmind-core/overmind

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file overmind-0.1.65-py3-none-any.whl.

File metadata

  • Download URL: overmind-0.1.65-py3-none-any.whl
  • Upload date:
  • Size: 58.4 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for overmind-0.1.65-py3-none-any.whl
Algorithm Hash digest
SHA256 d0df6f727b3180f4fab0a8ca085e138ecad8c68a84e2dfc127abd2b7e531cc3c
MD5 6b1274774c1171c97b45c2fba91e7d53
BLAKE2b-256 7851b5d1704a3e5cac836051006ba7ec6b9e95ae0003a827a0fbf07ccc7c7afa

See more details on using hashes here.

Provenance

The following attestation bundles were made for overmind-0.1.65-py3-none-any.whl:

Publisher: publish.yml on overmind-core/overmind

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Release history Release notifications | RSS feed

0.1.67

2 files

0.1.66

2 files

This release

0.1.65 This release

2 files

0.1.64

2 files

0.1.63

2 files

0.1.62

2 files

0.1.61

2 files

0.1.60

2 files

0.1.59

2 files

0.1.58

2 files

0.1.57

2 files

0.1.56

2 files

0.1.55

2 files

0.1.54

2 files

0.1.53

2 files

0.1.52

2 files

0.1.51

2 files

0.1.50

2 files

0.1.49

2 files

0.1.48

2 files

0.1.47

2 files

0.1.46

2 files

0.1.45

2 files

0.1.40

2 files

0.1.39

2 files

0.1.31

2 files

0.1.27

2 files

0.1.26

2 files

0.1.25

2 files

0.1.24

2 files

0.1.23

2 files

0.1.22

2 files

0.1.21

2 files

0.1.20

2 files

0.1.19

2 files

0.1.18

2 files

0.1.17

2 files

0.1.16

2 files

0.1.15

2 files

0.1.14

2 files

0.1.13

2 files

0.1.12

2 files

0.1.11

2 files

0.1.10

2 files

0.1.9

2 files

0.1.8

2 files

0.1.7

2 files

0.1.6

2 files

0.1.5

2 files

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page