Find the exact slice
Search for behavior, not filenames. Contextro narrows the problem down to the right symbol or code chunk in milliseconds.
Local first / Single Rust binary
Contextro
Pojedynczy binarny program w Rust. Lokalny serwer MCP dla Claude, Cursor, Windsurf i innych klientow - szukaj kodu wedlug znaczenia, sledz grafy wywolan, sprawdzaj wplyw zmian, przeszukuj historie gita i zachowuj pamiec miedzy sesjami bez wysylania kodu do chmury.
Install
npm install -g contextro npx contextro@latest published on npm · stdio + http · docker ready 43×
mniej tokenów do znalezienia funkcji
500×
mniej tokenów do śledzenia wywołujących
<50ms
zimny start
35
narzedzia MCP
Why it exists
See the change before you make it
Inspect callers, callees, impact, and commit history before renaming, deleting, or moving core code.
Keep the context window small
Return compact snippets, confidence signals, and sandboxed large outputs instead of dumping whole files into the model.
Core capabilities
Hybrid retrieval
Semantic search, BM25, graph signals, reranking, and AST-aware snippet compression in one local MCP toolchain.
Code graph awareness
Trace callers, callees, architecture hubs, and impact radius before you touch shared code or start a refactor.
Memory and knowledge
Store decisions, recover prior sessions, and index docs or notes so agents stop restarting cold.
Local-first deployment
Install via npm, use pre-built binaries, or run in Docker. Work over stdio or HTTP without shipping code to the cloud.
What you can ask
search() Hybrydowe wyszukiwanie: semantyka + slowa kluczowe + graf
impact() Sprawdz zasieg wplywu przed edycja lub refaktorem
code() Wyszukiwanie AST, wzorce i przepisywanie
commit_search() Przeszukuj historie gita wedlug znaczenia
knowledge() Indeksuj dokumenty i notatki obok kodu
restore() Odtwarzaj kontekst sesji i stan projektu
Works with
Claude Code
Claude Desktop
Cursor
Windsurf
Generic MCP clients
Docker / HTTP deployments
For large repositories
Search without brute-force reading
Hybrid retrieval and compact responses reduce how much irrelevant code an agent needs to scan before it can act.
For refactors
Check blast radius before edits
Call graph traversal, impact analysis, and git-aware search make shared changes safer before you touch production code.
For rollouts
Install it how your team works
Use the npm package, pre-built binaries, or the Docker image and keep the same local-first workflow across laptops and services.