Give Claude complete understanding of your software project.
Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β or use 1-click editor setup below.
π‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.
Point it at a repository on your machine. It reads every file, extracts symbols with tree-sitter, resolves imports into a call graph, ingests git history, and exposes the whole thing to Claude as precise retrieval tools.
Then you can ask the questions you actually have β "where is rate limiting handled?", "what breaks if I change this?" β and get real file paths and line numbers instead of plausible-sounding guesses.
Everything runs locally. This extension makes no network requests of any kind.
You: where does indexing decide a file has changed?
That why: line is the point. Results are ranked by how structurally central
they are β inbound references, export status, architectural role β not by how
many times a word appears. A file that mentions caching loses to the one that
implements it.
| You ask | What happens |
|---|---|
| "Where is payment handled?" | Expands the concept into the mechanisms code actually uses β stripe, charge, invoice, checkout β then ranks by structural importance |
"What calls validateToken?" | Every call site, with heuristic matches labelled as such so you know what to double-check before a rename |
"What happens when a request hits /login?" | Traces the call path from route handler to core logic, rendered as a sequence diagram |
| "Get me oriented in this repo" | Stack, entry points, layer structure, hotspots, existing docs β every claim cited |
| "Is anything dead here?" | Unreferenced non-exported symbols, with an explicit warning about what static analysis cannot see |
| "Draft an onboarding guide" | Assembles one from the index; a separate tool writes it, and only with your explicit approval |
Eighteen tools in total β see docs/TOOLS.md.
Full symbol extraction β TypeScript Β· TSX Β· JavaScript Β· JSX Β· Python Β· Go Β· Java Β· Kotlin Β· C# Β· Rust Β· C Β· C++ Β· YAML Β· JSON
Text-searchable only β SQL Β· Markdown Β· Dockerfile Β· Terraform (grammars not yet vendored; files are indexed and searchable, but no symbols are extracted)
Anything else is still catalogued and searchable as text.
From a release β download throughline.mcpb, then in Claude
Desktop go to Settings β Extensions β Advanced settings β Install Extension.
You'll be asked which directories the connector may read.
From source β see docs/INSTALL.md:
Requires Claude Desktop on macOS or Windows. Node ships with Claude Desktop, so there's nothing else to install.
getUserById. Show me every caller and flag the risky ones."src/billing."A two-pass pipeline. Pass 1 parses every file with tree-sitter in parallel, with no shared state. Pass 2 has the global view and resolves names into a symbol table, import graph and call graph.
Search fuses a BM25 lexical ranker with a symbol-name ranker using reciprocal rank fusion, then re-ranks by graph centrality. RRF uses rank position only, so rankers with incomparable score scales compose without calibration β and the graph re-rank is what makes a conceptual query find the implementation rather than the twelve files that merely mention it.
The design rationale, including eleven decisions and what each traded away, is in docs/ARCHITECTURE.md.
Effective date: 2026-01-01 Β· Last updated: 2026-01-01
Throughline is a local desktop extension. It runs entirely on your computer as a child process of Claude Desktop.
An index is written to .throughline/index.db inside each project
directory you granted. It contains file paths, symbol names and signatures,
documentation comments, import relationships, call edges, git metadata, and
excerpts of your source code used for search.
The index never leaves your machine. Deleting the .throughline directory
deletes it completely. Uninstalling the extension leaves it in place; remove the
directory yourself if you want it gone.
The extension makes no network requests of any kind. No telemetry, no analytics, no crash reporting, no update check, no remote API. This is structural rather than a promise: it opens no sockets, and git operations read the local object database directly rather than contacting a remote.
The boundary is worth stating plainly. When Claude calls a tool, the tool's response β code snippets, file paths, symbol names from your project β is returned to Claude and therefore processed by Anthropic under Anthropic's Privacy Policy, exactly as if you had pasted that code into a conversation yourself. The connector controls what leaves your machine only insofar as it controls what it returns; it returns scoped, bounded excerpts rather than whole repositories, and redacts secrets first. If you don't want a directory's contents reaching Claude, don't grant that directory.
Before any content is stored or returned, it is scanned for credential patterns β
API keys, tokens, private keys, connection strings, passwords in assignments β
and matches are replaced with [REDACTED:kind]. Redaction happens at write time,
so secrets are never persisted in the index either.
This is a safety net, not a guarantee. Pattern matching cannot catch every
secret. Don't grant access to directories containing credentials you wouldn't
want in a conversation, and use security.denyGlobs to exclude sensitive paths.
Read-only by default. The single tool that can write β write_documentation β
requires both that you enable writes in settings and that you confirm the
specific write after seeing a preview of the exact content. It writes only inside
granted directories, only to a path you name.
No data is shared with anyone. There is no server, no account, no third party. Retention is entirely under your control: the index lives in your project directory and is deleted when you delete it. This is a developer tool not directed at children and collects no personal information from anyone.
Questions or concerns: open an issue.
The full policy, including the exact redaction patterns and the data model, is in docs/PRIVACY.md.
git.stdout carries only JSON-RPC; all diagnostics go to stderr.Threat model: docs/SECURITY.md.
Optional. Drop a connector.config.json in your project root to tune excludes,
limits and search behaviour β see
connector.config.example.json and
docs/CONFIGURATION.md.
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