agentcortex

Semantic infrastructure for AI coding agents — index a project once, serve it to Cursor / Claude Code over MCP, stop letting your agent re-grep the repo every turn.

pip install agentcortex

Requires Python 3.11+. Works on macOS, Linux, and Windows.

Quick start

In your project (not inside the install directory):

cd /path/to/your-app
cortex init                  # write .cortex/cortex.toml + ignore
cortex add cursor            # or: cortex add claude

Open your editor. The MCP integration auto-spawns cortex serve, which brings up the live dashboard at http://localhost:7070. No background daemon required.

For headless / terminal-only use you can still run cortex start to keep the indexer alive without an editor.

What's in the box

  • 10 framework skills — Django, Next.js, FastAPI, Flutter, React, TypeScript, Celery, Go, C#, Python
  • 74 MCP tools — find_symbol, find_symbol_usages, trace_symbol_calls, find_dependencies, search_codebase, get_code_issues, find_clusters, check_impact, get_pattern, plus every skill's framework-specific tools (list_django_urls, trace_request_flow, list_flutter_widgets, list_celery_tasks, …)
  • Code graph — calls, imports, contains, exposes, renders, inherits — across files and frameworks (URL → view → serializer → model for Django; route → page → component for Next.js; widget → state → API for Flutter)
  • Hierarchical cluster engine — project → app → feature, auto-seeded from execution roots
  • Redundancy engine — check_impact + get_pattern MCP tools and a sharpened agent dedupe gate so the agent extends your code instead of duplicating it
  • Live dashboard — file tree, graph explorer, Clusters tab, Feed, Logs, MCP tool runner

All data is local under .cortex/ in each repo. Nothing leaves your machine.

Common commands

Command Purpose
cortex init Create .cortex/cortex.toml + cortexignore
cortex add cursor Wire .cursor/mcp.json + rules
cortex add claude Wire .mcp.json + .claude/rules/
cortex status Daemon health, indexing progress, live counts
cortex dashboard Open the web UI
cortex skills add <name> Enable a skill (auto-syncs agent rules)
cortex reindex Force a full rebuild
cortex clusters rebuild Rebuild the project → app → feature tree
cortex start / cortex stop Optional headless daemon (not needed when an editor MCP is connected)

Run cortex --help for the full list.

Documentation

License

Cortex Personal Use License — personal and non-commercial use only. See LICENSE on GitHub.

Commercial use (company, client work, SaaS, resale) requires a separate agreement.

Project links

Data verified by PyPI on Jun 29, 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:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for zohaib136 from gravatar.com zohaib136

GitHub Statistics

Data verified by PyPI on Jun 29, 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

Cortex Personal Use License — see LICENSE (personal use only, no commercial use)

Requires

Python >=3.11

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

agentcortex-1.0.4.tar.gz (306.1 kB view details)

Uploaded Source

Built Distribution

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

agentcortex-1.0.4-py3-none-any.whl (381.9 kB view details)

Uploaded Python 3

File details

Details for the file agentcortex-1.0.4.tar.gz.

File metadata

  • Download URL: agentcortex-1.0.4.tar.gz
  • Upload date:
  • Size: 306.1 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for agentcortex-1.0.4.tar.gz
Algorithm Hash digest
SHA256 2dcdb029db360277a73ec97be3b8921dc4465601fb0c482655f6fbe17b0e56b9
MD5 68b528595e110dcdf15cc98440ad8f8b
BLAKE2b-256 dff6f237da80de368b8eec25d3f854e2213204326afe663a4daaddbcd6feb1ea

See more details on using hashes here.

Provenance

The following attestation bundles were made for agentcortex-1.0.4.tar.gz:

Publisher: release.yml on zohaib3249/cortex

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

File details

Details for the file agentcortex-1.0.4-py3-none-any.whl.

File metadata

  • Download URL: agentcortex-1.0.4-py3-none-any.whl
  • Upload date:
  • Size: 381.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for agentcortex-1.0.4-py3-none-any.whl
Algorithm Hash digest
SHA256 4a9b9035efc003ad0dca9f5fe42a203b96503e49ad2f96b3d04c121d8a95ad08
MD5 ee6564426f4c5ebff3edab66b214e200
BLAKE2b-256 047ec5b6bbe692cf6831241a74c3dec90ae6fad4cc503ddb880374273c785375

See more details on using hashes here.

Provenance

The following attestation bundles were made for agentcortex-1.0.4-py3-none-any.whl:

Publisher: release.yml on zohaib3249/cortex

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

Release history Release notifications | RSS feed

This release

1.0.4 This release

2 files

1.0.3

2 files

1.0.2

2 files

1.0.1

2 files

1.0.0

2 files

0.0.9

2 files

0.0.8

2 files

0.0.7

2 files

0.0.6

2 files

0.0.5

2 files

0.0.4

2 files

0.0.3

2 files

0.0.2

2 files

0.0.1

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