CodePulse

A local-first code intelligence engine for developers and AI agents.

CodePulse indexes a repository once, then answers questions about it through one shared core, reachable from a CLI, a REST API, or an MCP server:

Index → Retrieve → Explain (structure) → Navigate → Decide (impact) → Act

• Hybrid retrieval. Keyword (BM25 via Tantivy), semantic (sentence-transformers embeddings in sqlite-vec) and structural (call graph) signals are fused into one ranking.

• Agent-native. Responses are structured and token-efficient, and they say explicitly when results were truncated or omitted.

• Local-first. Everything runs on your machine: SQLite, embedded indexes, a local embedding model. No external service or API key is needed to index and search.

Python and JavaScript/TypeScript sources are parsed (tree-sitter) into symbols, a call graph, and inheritance edges.

Install

Requires Python 3.11 or 3.12 (3.13+ is not supported yet).

python -m venv .venv
source .venv/bin/activate        # Windows: .venv\Scripts\activate
pip install -e ".[dev]"

This installs a codepulse command (python -m codepulse.cli works too). The first run downloads the all-MiniLM-L6-v2 embedding model from Hugging Face (about 90 MB) and caches it. After that CodePulse works offline.

Related MCP server: code-intel

Quick start

codepulse init .                                 # writes codepulse.toml here
codepulse index path/to/repo                     # full index
codepulse search path/to/repo -q "parse config"  # hybrid search (also: -t keyword|semantic)
codepulse symbol path/to/repo load_config        # definition lookup
codepulse callers path/to/repo load_config       # who calls it (direct + transitive)
codepulse impact path/to/repo load_config        # blast radius if it changes
codepulse status path/to/repo                    # index freshness
codepulse doctor                                 # environment diagnostics

Every query command accepts --json. Run codepulse --help for the full list: parse, search, impact, init, index, update, symbol, refs, callers, callees, similar, status, modules, doctor, migrate, key, serve.

Where the database lives

By default there is one database per user, in your operating system's per-user data directory (%LOCALAPPDATA%\CodePulse on Windows, ~/Library/Application Support/CodePulse on macOS, $XDG_DATA_HOME/codepulse or ~/.local/share/codepulse on Linux), so it does not matter which directory you run a command from and nothing is written into your projects. Set CODEPULSE_DATA_DIR to move that directory.

Two things override the default:

• An explicit setting always wins: --db-url, CODEPULSE_DB_URL, or db_url in codepulse.toml (codepulse init writes a project-local one).

• If the directory you run from already contains a codepulse.db, that file is used (it was the default before), so existing setups keep working unchanged.

Every command prints which database it is using on stderr, and says so when it is about to create a new one. A codepulse.toml is picked up only from the directory you run from.

Incremental indexing

codepulse update <repo> re-indexes using git diff when the repository has git history and a prior snapshot exists. Otherwise it falls back to a full index. The call graph is held in memory, so the incremental path only applies inside a long-lived process such as codepulse serve. A one-shot CLI run always does a full index and reports incremental: false.

REST API

codepulse serve                    # http://127.0.0.1:8000

Interactive docs are at /docs. Health checks are /health/live and /health/ready; /metrics exposes Prometheus metrics. All other endpoints need an X-API-Key header.

Keys are scoped to repositories and carry a role: viewer (search and read) < indexer (plus indexing) < admin (plus managing keys). Creating a key over REST needs an admin key, so make your first one on the command line:

codepulse key create --repo path/to/project                  # role indexer (the default)
codepulse key create --repo path/to/project --role admin --name ci
codepulse key create --repo a --repo b --json                # several folders; machine-readable

It prints the key once (only its hash is stored) and registers the folder if it is not in the database yet, so you can index it with that key right away. At least one --repo is required, since a key with no repository can do nothing. Further keys can come from POST /v1/admin/keys. A key can index a new repository only if it already holds the indexer role (or higher) on some existing repository; the key that creates a repository becomes its admin, so it can follow the indexing job and see the result.

Main endpoints: POST /v1/search, POST /v1/repositories/index, GET /v1/repositories/{id}/index-status, GET /v1/symbols/{id}, POST /v1/symbols/{id}/impact-analysis, POST /v1/symbols/{id}/similar, GET /v1/symbols/{id}/references, POST /v1/agent/context. Errors always use one shape: {"error": {"code", "message", "details"}}. Requests are rate-limited per key (5 req/s, burst 20, configurable).

A local repository is identified by its canonical path (absolute, symlinks and .. resolved, true case and an uppercase drive letter on Windows, no trailing separator), so C:\\proj, c:/proj/ and C:\\proj\\sub\\.. are one repository, not three.

Local-path ingestion can be restricted to an allow-list with ingestion_allowed_roots (or CODEPULSE_INGESTION_ALLOWED_ROOTS). Cloning from git URLs is not implemented: the URL is validated (https/ssh, SSRF check) and the request is then rejected with 501.

MCP server

export CODEPULSE_MCP_API_KEY=cpk_...   # or pass --api-key
codepulse serve --mcp                  # stdio transport

The connection is scoped to the repositories the key can access. The MCP tools call the same functions as the CLI and REST API; there is no separate implementation.

VS Code extension

A separate extension (CodeLens, hovers, impact tree, MCP registration) lives in its own repository, codepulse-vscode. It talks to a running codepulse serve using a scoped API key.

Configuration

Precedence: CLI flags > CODEPULSE_* environment variables > codepulse.toml > built-in defaults. Common settings are db_url, embedding_model, embedding_device, ingestion_allowed_roots, and the rate_limit_* options. See codepulse/config.py for the full list.

Upgrading an existing database

After updating CodePulse, bring the database up to date with one command:

codepulse migrate            # apply (backs the SQLite file up first)
codepulse migrate --check    # only report: exit 0 up to date, 1 needs migrating, 2 cannot be migrated safely

It works on whatever database CodePulse is configured for (--db-url, CODEPULSE_DB_URL, a codepulse.toml in the current directory, or the default sqlite:///codepulse.db) and does the safe thing for each case:

Every CodePulse command prints a warning on stderr when the database is behind, and codepulse doctor reports the schema state. Until you migrate, CodePulse keeps working; features that need a newer table (for example module structure after a restart) are simply unavailable and a warning is logged. A database CodePulse creates from scratch is tracked from the start, so it can always be upgraded this way. The migration scripts ship inside the package, so this works from an installed copy as well as from a checkout.

Development

pytest tests/ -q

Schema changes go through Alembic (codepulse/storage/schema_migrations/; alembic.ini in the repository root points at it for alembic revision/alembic upgrade during development). PostgreSQL, Redis, and distributed workers are intentionally out of scope for now.

Project documents

• docs/CodePulse_Strategy_and_Roadmap.md: the authoritative strategy, architecture, and milestone plan.

• docs/CODEPULSE_PRODUCT_AND_ARCHITECTURE.md: what CodePulse is and how it is built, as shipped.

• docs/CODEPULSE_CLIENT_STRATEGY.md: the plan for the VS Code extension and other clients.

• docs/BACKUP_RESTORE.md: backing up and restoring a database.

• docs/ORIGINAL_DESIGN.md: the original design, kept for history (it describes infrastructure that was never built).

• docs/internal/: the working log (CODEPULSE_PROGRESS.md: what is built and verified, milestone by milestone) and CODEPULSE_FUTURE_CHANGES.md (known limitations and planned improvements).

License

MIT. See LICENSE.