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grepai MCP Server

yoanbernabeu/grepai

Score: 81.5 Rank #1561 Search & RAG
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Semantic Search & Call Graphs for AI Agents (100% Local)

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Overview

yoanbernabeu/grepai is a C tool licensed under MIT. Semantic Search & Call Graphs for AI Agents (100% Local) Topics: ai, claude-code, cli, code-search, cursor, developer-tools, embeddings, golang, mcp, privacy-first, semantic-search, vector-search.

Ranked #1561 out of 24840 indexed tools.

In the top 7% of all indexed tools.

Has 1,884 GitHub stars.

Has 43 contributors.

Actively maintained with commits in the last week.

Ecosystem

C MIT
aiclaude-codeclicode-searchcursordeveloper-toolsembeddingsgolangmcpprivacy-firstsemantic-searchvector-search

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1,884

1,884 stars → well-known project

Freshness 25% 4d ago

Last commit 4d ago → actively maintained

Issue Health 25% 46%

62/135 issues closed → many open issues

Contributors 10% 43

43 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 156
Description Good
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Issue Health high impact

You have 73 open vs 62 closed issues — triaging stale issues improves health

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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AgentRank score for yoanbernabeu/grepai
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Matched Queries

topic:mcp

From the README

<div align="center">

# grepai

### grep for the AI era

**Search code by meaning, not just text.**

[Documentation](https://yoanbernabeu.github.io/grepai/) · [Installation](#installation) · [Quick Start](#quick-start)

</div>

---

`grepai` is a privacy-first CLI for semantic code search. It uses vector embeddings to understand code meaning, enabling natural language queries that find relevant code—even when naming conventions vary.

**Drastically reduces AI agent input tokens** by providing relevant context instead of raw search results.

## Features

- **Search by intent** — Ask "authentication logic" and find `handleUserSession`
- **Trace call graphs** — Know who calls a function before you change it
- **100% local** — Your code never leaves your machine
- **Always up-to-date** — File watcher keeps the index fresh automatically
- **AI agent ready** — Works with Claude Code, Cursor, Windsurf out of the box
- **MCP server** — Your AI agent can call grepai directly as a tool

## Insta
Read full README on GitHub →

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