Cortex

io.github.DanielBlommaPublished by GitHub account DanielBlommav0.4.2Updated Oct 24, 2026

Local repo context for coding assistants with semantic search and graph relationships.

VerifiedSTDIODesktop onlyKnowledge & MemoryDeveloper Tools

Overview

AI-generated overview

Cortex builds a local index of a repository's code, symbols and rules so coding assistants can retrieve cited context instead of reading whole files.

What you can do
Search code, rules and architecture decisions semantically, and follow relationships from a result to symbols, callers and dependencies. Estimate the impact of a change before refactoring, and read active repository rules and deprecations. Inspect convention profiles and nearby implementation patterns for a file or entity. Get cited pre-coding guidance for a task, and review the current Git diff against source-of-truth rules and local patterns. Refresh the index and check status, watcher health and setup diagnostics.
When to use it
Useful when a coding assistant works in a larger repository and tends to guess or read many unrelated files. It is meant for searching before answering, checking impact before refactoring, and reviewing a diff before finalizing a change.
Requirements
Local process on the user's machine, installed globally from npm. Needs Node.js 20.9 or later and Git. Setup runs an init command that indexes the repository, edits AGENTS.md, installs Git hooks and starts a background watcher. No accounts, API keys or environment variables are declared.
Before you install
Setup modifies the project: it adds instructions to AGENTS.md and installs Git hooks, and a background watcher keeps indexing changes. The README states the pipeline is local and that conventions and guidance do not call a model or network service, but the index and its files are written to your machine. Guidance and diff review are described as inspection-only and not policy authority.

Installation

In SourceWeft

  1. Open Cortex in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

[Cortex]

Cortex

Give AI coding agents the right context from your repository.

[npm version] [license]

Cortex builds a local map of your code, symbols, relationships, and project rules. Coding agents query that map through the CLI instead of guessing or reading the whole repository.

Your code stays on your machine. MCP is not required.

Start

Requires Node.js 20.9+ and Git.

bash
npm install --global @danielblomma/cortex-mcpcd your-projectcortex init --bootstrap

This indexes the repository, adds Cortex instructions to AGENTS.md, installs Git hooks, and starts the background watcher.

Check the setup:

bash
cortex doctor

Use

bash
# Find relevant code.cortex search "where is authentication handled?" --json
# Follow relationships from a search result.cortex related <entity-id> --json
# See what a change may affect.cortex impact "authentication" --json
# Read repository rules.cortex rules --json
# Compare a changed file with nearby patterns.cortex pattern-evidence src/auth.ts --json
# Inspect deterministic active conventions for a file or indexed entity.cortex conventions src/payments/retry.ts --json
# Get cited, deterministic context before implementing a code task.cortex guidance src/payments/retry.ts --task "add bounded retry handling" --json
# Review the staged, unstaged, and non-ignored untracked candidate against HEAD.cortex review --diff --json
# Refresh context after significant changes.cortex update

Agents can run these commands directly. cortex init adds instructions that tell them to search before answering and check impact before refactoring. They do not need an MCP connection.

What Cortex adds

Without Cortex, an agent often searches by filename and reads many unrelated files. Cortex gives it structured repository context:

  • semantic search across code, rules, and architecture decisions;
  • symbol definitions and file relationships;
  • caller and dependency traversal;
  • impact analysis before refactoring;
  • active rules, deprecations, and source-of-truth signals;
  • deterministic, subsystem-scoped convention profiles with cited reusable symbols;
  • incremental updates after Git and filesystem changes.

The pipeline is local and straightforward:

text
repository -> local index -> Cortex CLI -> coding agent

Commands you will use

CommandPurpose
cortex search "..." --jsonFind relevant code and context
cortex related <entity-id> --jsonFollow relationships from a result
cortex impact "..." --jsonEstimate the blast radius of a change
cortex rules --jsonShow active repository rules
cortex pattern-evidence <file> --jsonFind nearby implementation patterns
cortex conventions <file-or-entity> --jsonInspect bounded repository convention profiles
cortex guidance <file-or-entity> --task <text> --jsonGet bounded cited pre-coding guidance
cortex review --diff --jsonReview the current Git candidate with cited local evidence
cortex updateRefresh changed context
cortex statusShow index status
cortex doctorDiagnose the local setup
cortex watch statusCheck background synchronization
cortex dashboardOpen the local status dashboard

Run cortex help for the complete command list.

cortex conventions uses only the local index. It returns bounded, live-backed version-1 profiles and does not call a model, planner, provider, or network service. See Repository convention profiles for the exact eligibility, limit, hashing, persistence, and safety contract.

Before implementing a code task, use cortex guidance as cited additive context—not policy authority. Continue to use normal search, related, and impact when needed, and never skip explicit active rules or conflicts. The command is local-only and inspection-only; see the exact versioned contract in Pre-coding guidance.

After coding and before finalization, use cortex review --diff. It separates exact source-of-truth violations from heuristic local-pattern warnings and is inspection-only. See Deterministic diff review.

Keep the index fresh

Git hooks and the watcher normally update Cortex automatically.

bash
cortex statuscortex watch statuscortex update

Run cortex update manually after a large change or when results look stale.

Large repositories

Make lexical and graph search available first while semantic indexing continues in the background:

bash
cortex bootstrap --background --profile interactivecortex indexing status --json

This mode supports macOS, Linux, and WSL. Native Windows should use normal foreground bootstrap.

Upgrade

bash
npm install --global @danielblomma/cortex-mcp@latestcortex init --forcecortex bootstrapcortex update

Project configuration and rules are preserved. See CHANGELOG.md for version-specific notes.

Optional MCP compatibility

The normal Cortex workflow uses the CLI. If a client explicitly requires MCP, run cortex connect.

DeepSeek Harness integration

Cortex supports DeepSeek Harness through the V1 explicit tools and skills integration. Cortex 2.6.0 contains and validates the integration source against the pinned Harness 0.1.1-rc.2 release. Separate npm bundle distribution is deferred and currently unavailable.

The bundle provides four agent-scoped tools (cortex_search, cortex_related, cortex_impact, and cortex_rules) and five Cortex behavior skills (change-impact, context-review, pattern-review, repo-research, and using-cortex). Retrieval is local, repository-scoped, explicit, and user-controlled. The integration does not automatically initialize, update, or watch a repository.

V2 proactive/assistive retrieval remains planned and experimental; it is not included in Cortex 2.6.0. See the V1-to-V2 integration plan for details.

Links

License

MIT

Source: README.md at commit 0e4ff52

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v0.4.2LatestSep 16, 2026

Score

40% of the applicable checks met

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  • Reached in the last 30 days25 pts

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  • Auth declared10 pts

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  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

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