nexor-mneme

Persistent memory + code-intelligence for AI agents — a knowledge layer you self-host.

nexor-mneme is the open memory engine of the Nexor project (mneme, μνήμη — "memory"). It gives agents long-term semantic memory and a queryable structural map of your codebase, so they answer "what did we decide" and "what calls this function / what's the blast radius" without re-reading everything.

Dependency-light core; heavier capabilities are optional extras. Run it standalone — no dependency on anyone's personal orchestrator or daemon.

What's inside

  • Semantic memory — hybrid (dense+sparse) retrieval over Qdrant, cross-encoder reranking, forgetting, contradiction & entity resolution, auto-profile.
  • Progressive layering (L0→L3) — a semantic pyramid with provenance + deterministic drill-down from an abstraction to its evidence.
  • Code structure graph — multi-language (Python via stdlib ast; JS/TS/Go via tree-sitter), precise resolution via SCIP ingest, blast-radius queries, PageRank repo-map, community detection, incremental cache — landed in Apache AGE.
  • Symbolic task memory — Mermaid task canvases with offload-by-reference.
  • Obsidian export — a human-browsable, interlinked vault of the whole graph.
  • Standalone service — a FastAPI server + docker-compose (server extra).

Install

pip install nexor-mneme                 # core memory + code graph (Python)
pip install "nexor-mneme[codegraph]"    # + tree-sitter (JS/TS/Go)
pip install "nexor-mneme[scip]"         # + SCIP precise resolution
pip install "nexor-mneme[server]"       # + FastAPI standalone service

Run your own instance

git clone https://github.com/nexorhq/nexor-mneme && cd nexor-mneme/deploy
docker compose up -d                    # API on http://localhost:8200
curl http://localhost:8200/health

See the deploy guide.

License

MIT — see LICENSE.

Project links

Data verified by PyPI on Aug 4, 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 giovanniconsiglio from gravatar.com giovanniconsiglio

Credits

Author: Giovanni Consiglio

GitHub Statistics

Data verified by PyPI on Aug 4, 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 expression

MIT
View SPDX License List

Requires

Python >=3.12

Provides Extra

codegraph hybrid mcp scip server

Tags

ai-agents code-intelligence knowledge-graph memory nexor rag scip

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

nexor_mneme-0.1.33.tar.gz (246.9 kB view details)

Uploaded Source

Built Distribution

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

nexor_mneme-0.1.33-py3-none-any.whl (277.8 kB view details)

Uploaded Python 3

File details

Details for the file nexor_mneme-0.1.33.tar.gz.

File metadata

  • Download URL: nexor_mneme-0.1.33.tar.gz
  • Upload date:
  • Size: 246.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for nexor_mneme-0.1.33.tar.gz
Algorithm Hash digest
SHA256 ecd2590920841a227fbf532b25c641a3316c6ef4f87ec5507f1d5dabb22a5c29
MD5 25e28ca927ddf3b04e24dd4e4cbfec7c
BLAKE2b-256 017fb6fe24d44bc2ceb111bc979f2c6b7b7adb400ccd4472347b8d151b8d13b0

See more details on using hashes here.

Provenance

The following attestation bundles were made for nexor_mneme-0.1.33.tar.gz:

Publisher: release.yml on nexorhq/nexor-mneme

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

File details

Details for the file nexor_mneme-0.1.33-py3-none-any.whl.

File metadata

  • Download URL: nexor_mneme-0.1.33-py3-none-any.whl
  • Upload date:
  • Size: 277.8 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for nexor_mneme-0.1.33-py3-none-any.whl
Algorithm Hash digest
SHA256 4542954a2744850f32e54b4956c2d6f38eac231b4de6de743ec1b96ba981dfed
MD5 ba25ea6037a0a5df0e435c14a79ce8b8
BLAKE2b-256 194d95f2a1070ea2bfc446d09e450f6a62bb594953e9ae76a350f60d4522c14b

See more details on using hashes here.

Provenance

The following attestation bundles were made for nexor_mneme-0.1.33-py3-none-any.whl:

Publisher: release.yml on nexorhq/nexor-mneme

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

0.1.33 This release

2 files

0.1.32

2 files

0.1.31

2 files

0.1.30

2 files

0.1.29

2 files

0.1.28

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

0.1.4

2 files

Yanked

0.1.3

2 files

Yanked

0.1.2

2 files

Yanked

0.1.1

2 files

Yanked

0.1.0

2 files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page