codeweb

Free & MIT-licensed. Runs entirely on your machine — no account, no server, no telemetry. Reads your code; never executes it.

Website · See it in action · Install · Use · For agents (MCP: Model Context Protocol) · How it works · Changelog

Your agents break less code and burn fewer tokens.

npx -y @ghostlygawd/codeweb .

codeweb reads your code. It maps each function and the calls between functions. It maps 3,000 symbols in approximately 3 seconds. Static analysis produces the same map from the same code. No LLM is in the mapping loop.

Your coding agents query the map instead of using grep. In measured tests, agents that used grep missed more than half of a function's real callers (see the measurements). An incomplete caller list can cause an agent to break code that it did not inspect.

• Give agents structural data: The Model Context Protocol (MCP) server provides 27 tools, including codeweb_impact, codeweb_callers, and codeweb_find_similar.

• Keep answers small: Each query returns a bounded structural answer. Your agents can use their remaining context for implementation work.

• Inspect the same data: The interactive report shows the complete codebase map.

The map also shows relationships that are not visible in one file. These relationships include duplicated logic, dead code, hotspots, and tangled domains.

Try it on your repo

cd your-project
npx -y @ghostlygawd/codeweb .

For a repository with 3,000 symbols, the first map takes approximately 3 seconds. Open .codeweb/report.html to inspect the map.

Related MCP server: Axon.MCP.Server

See it in action

Each screenshot below shows a generated report for axios (274 symbols and 8 domains). The screenshots are not mockups.

codeweb found 3 real duplications in axios and rejected 12 false positives. Read the case study, or inspect the live map.

Know what an edit breaks — before you write

Select a function in the live map. The map highlights the function's blast radius and shows the symbols that the change can affect.

Your agents can get the same answer from the codeweb_impact MCP tool before they edit the code.

Navigate the whole system

The force-directed map shows every symbol. You can collapse symbols into domains. Search, drag, zoom, or select a node to trace its callers and dependencies.

Findings — stop guessing what to refactor

The Findings tab ranks duplication, highly connected hotspots, and likely dead code. Select a row to inspect the symbol's callers and dependencies.

See duplication density, and where domains tangle

codeweb works at symbol resolution. It maps functions, classes, methods, and the call and import edges between them. A file-level scanner can show that two modules are similar. codeweb can show that two functions do the same work, identify their callers, and calculate the effect of a merge.

Benchmarks

• Find callers before an edit: Agents found 74% of a function's real callers with codeweb and 44% with grep at the same context spend. A missed caller can cause an edit to break working code.

• Calculate the effect of a change: One codeweb call returned one small answer. Agents that used grep needed approximately 5 search rounds and 126 times the tokens. They still had to guess.

• Detect duplicate code: codeweb found every planted duplicate with zero false alarms, including renamed copies. Text search found 0% of the renamed copies.

• Check deterministic results: Tests compared codeweb with the TypeScript compiler and other independent implementations more than 490,000 times, with zero disagreements.

• Map and query quickly: The first map takes approximately 3 seconds for a repository with 3,000 symbols. Queries take approximately 0.1 seconds. A repository with twice as many symbols takes approximately 1.3 times as long to map.

• Understand the limits: A new map after a very large edit can take more time. Agents also completed simple tasks successfully without codeweb.

Methodology, raw data, and per-claim receipts: the evidence ledger. Benchmark your own repo: npm run bench -- <path>/.codeweb/graph.json. CI re-runs the performance budgets on every PR; breaking a published number fails the build.

codeweb also keeps a local activity tally. Run npm run stats to see it:

codeweb this month: 41 pre-edit card(s) · 5 card-named caller(s) followed · 2 regression(s) flagged · 120 queries served

To evaluate a dependency, point codeweb at a repository that you do not own: /codeweb https://github.com/owner/repo. codeweb makes a read-only clone, maps the clone, and adds an adoption review. codeweb does not execute the target code.

Install

Free & MIT-licensed. Runs entirely on your machine — no account, no server, no telemetry. Reads your code; never executes it.

• codeweb requires Node.js ≥ 22.

• codeweb has zero required dependencies. CI verifies operation with an empty node_modules directory.

• The optional web-tree-sitter wasm grammar improves extraction. codeweb does not require it.

• CI publishes releases with npm provenance. Run npm audit signatures to verify a release.

Using Claude Code? Install the plugin to add the /codeweb command, automatic pre-edit impact cards, and all 27 tools:

/plugin marketplace add GhostlyGawd/codeweb
/plugin install codeweb

Restart Claude Code to register the /codeweb command, agents, and skill.

Cursor, Windsurf, or another MCP agent: Register the zero-dependency stdio server. The example uses Claude Code syntax. Use the equivalent server-registration command for your client:

claude mcp add codeweb -- npx -y -p @ghostlygawd/codeweb codeweb-mcp

Map a repository without an AI agent: Run one command from your project directory:

cd your-project
npx -y @ghostlygawd/codeweb .    # ~3 s for 3,000 symbols — then open .codeweb/report.html

For a temporary evaluation, use the npx command. It creates the map without a permanent installation.

Run the engine from a clone:

git clone https://github.com/GhostlyGawd/codeweb.git
node codeweb/scripts/run.mjs /path/to/your/project

docs/cli.md lists each executable, flag, and exit code.

VS Code: editor/vscode-codeweb shows an N callers · blast M lens above each mapped symbol. Select the lens to open the report.

What you can do

Each link lands on full docs, flags, and examples in the reference.

• Know before you edit: Find callers, calculate the effect of a change, and check for an existing implementation. → Query the graph · context & pre-flight

• Gate every edit: Get a structural regression result for an edit, pull request, or architecture rule. → The diff verdict · the PR gate · the capability suite

• Clean up, ranked: Rank consolidation and dead-code work by evidence. → optimize · hotspots · campaign · trend

Use

/codeweb                                  # map the current project
/codeweb src/payments --depth symbol      # deep-dive one subsystem
/codeweb https://github.com/owner/repo    # external review before adopting
/codeweb owner/repo --open                # clone, map, and open the report

Available flags include --depth module|symbol|auto, --engine hybrid|read|tools, --focus <glob>, --mode internal|external, and --open. See commands/codeweb.md for details.

codeweb writes all outputs to <target>/.codeweb/. Agents and other tools can read graph.json. You can open report.html. codeweb also creates Markdown versions. See the description of each output file.

Use it as an MCP tool

scripts/mcp-server.mjs is a zero-dependency Model Context Protocol (MCP) stdio server. It gives each MCP client access to all 27 tools. The tools help the client orient, read the structure, check before writing, gate an edit, and plan cleanup.

The plugin registers the server automatically. To register the standalone server, run:

claude mcp add codeweb -- npx -y -p @ghostlygawd/codeweb codeweb-mcp

The server includes these agent-specific features:

• Optional graph argument: The server finds the nearest map when you omit graph. If no map exists, the error directs the agent to codeweb_map.

• Budgeted responses: Responses include the highest-ranked items and the true totals. A context response that was approximately 300 KB is now approximately 10 KB.

• Staleness information: A stale result identifies its state and directs the agent to codeweb_refresh.

All 27 tools, grouped and explained →

How it works

For JavaScript, TypeScript, Python, Rust, Go, Java, C#, Ruby, PHP, Kotlin, and Swift, codeweb uses a deterministic Node pipeline by default. One command creates the map. No LLM is in the pipeline, and the same input produces the same bytes.

The map pipeline has the four stages in the following diagram. scripts/run.mjs also creates optimize.md after overlap analysis and before report rendering.

1. Extract (extract-symbols.mjs) parses each source file into atomic nodes such as functions, classes, and methods. It also records call and import edges. If a bare call can refer to more than one definition, codeweb omits the edge instead of guessing. Per-file caching makes extraction incremental and byte-identical to a full rebuild. An imported .json file enters the map as a file-level node without being parsed. An unreferenced .json file stays out of the map, which prevents lock-file noise.

2. Cluster (cluster3.mjs) removes genuine utility hubs and groups the remaining nodes into directory-anchored semantic domains.

3. Overlap (overlap.mjs) detects duplicated logic and parallel implementations. It compares each candidate with the actual function bodies by using token-shingle similarity. This check prevents name coincidences from becoming findings. A structural pass over identifier-normalized skeletons also finds renamed Type-2 clones (find-similar --structural).

4. Render (build-report.mjs) converts graph.json into the self-contained report.html and report.md files.

For a language that the extractor cannot parse, codeweb uses the agent path. codeweb-dissector agents extract nodes and edges for each subsystem. codeweb-domain-mapper then assigns domains and overlaps.

Both paths produce the same graph.json schema. In external mode, each path also adds an adoption verdict.

Curious how the repo is laid out? The component map lives in the reference.

Roadmap

• Support more first-class languages: codeweb currently supports eleven native languages: JavaScript, TypeScript, Python, Rust, Go, Java, C#, Ruby, PHP, Kotlin, and Swift. Other languages use the agent fallback. Dynamic-dispatch AST tiers cover JS/TS, Java, C#, Python, Go, Rust, Ruby, and PHP. Kotlin and Swift dispatch requires a trusted wasm grammar at the pinned ABI. See scripts/grammars/PROVENANCE.md.

Recent releases added the agent-intelligence suite (hotspots, campaign, reading-order, Type-2 clone detection, and suppression memory), a live interactive demo, Go and Rust on the fast path, duplication trend data, and the one-command CI regression gate with a GitHub Action. codeweb currently provides 27 tools.

Versioning & releases

codeweb follows Semantic Versioning. It records changes in CHANGELOG.md, which uses the Keep a Changelog format. Each capability, benchmark, and fix ships in a tagged GitHub release.

package.json is the source of truth for the version. scripts/mcp-server.mjs is the source of truth for the MCP tool count. The release tools derive and verify the other values:

npm run version-sync        # propagate version + tool count -> plugin.json, SKILL.md, README badge
npm run check-consistency   # fail if any public-facing surface has drifted
npm run build:site          # regenerate the docs/ website (zero-dependency, deterministic)
npm run release -- --minor  # roll the changelog, bump, sync, rebuild; prints the git/tag steps

check-consistency runs in CI. It gates version strings on every surface, every prose mention of the tool and language counts, the CHANGELOG entry for the current version, and every evidence file the ledger cites.

About

Built by GhostlyGawd. AI agents helped write much of the code. The commit co-author trailers identify those contributions. Open an issue for questions or problems. Use SECURITY.md to report a security issue.

Stay current: codeweb does not contact an update service. To receive release notifications, select Watch → Custom → Releases on GitHub.

Support the project

Everything that runs locally is free forever. It does not require an account, telemetry, or a license key.

Sponsoring supports the project. Sponsorship also provides advertising. Top sponsors can put their logo at the top of this README, and each sponsor can join the supporters list. See the support page for details.

Running codeweb at an organization and need help? Send email through the GitHub profile.

Handoffs

You can send codeweb outputs to refactor-cleaner, codebase-onboarding, or code-tour if you have those tools. codeweb does not require them.

For a useful next step, apply the highest-ranked ready merge from optimize.md. Then run codeweb again and compare the findings count.