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CodeBendKit/codeseek

Score: 72.1 Rank #3673 Search & RAG
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Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

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Overview

CodeBendKit/codeseek is a Rust tool licensed under MIT. Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI. Topics: bm25, call-graph, claude-code, cli, code-analysis, code-intelligence, cross-encoder, embedding, hybrid-search, lancedb, mcp, reranker, rust, semantic-search, tree-sitter, agent-tools, ai-development-tools, ai-tools.

Ranked #3673 out of 24846 indexed tools.

Ecosystem

Rust MIT
bm25call-graphclaude-codeclicode-analysiscode-intelligencecross-encoderembeddinghybrid-searchlancedbmcprerankerrustsemantic-searchtree-sitteragent-toolsai-development-toolsai-tools

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 771

771 stars → growing community

Freshness 25% 3mo ago

Last commit 3mo ago → stale

Issue Health 25% 100%

8/8 issues closed → responsive maintainer

Contributors 10% 4

4 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 44
Description Detailed
License MIT

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

How to Improve

Freshness high impact

Last commit was 101 days ago — a recent commit would boost your freshness score

Dependents medium impact

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

Badge all embed codes →

AgentRank score for CodeBendKit/codeseek
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Matched Queries

topic:mcp

From the README

# CodeSeek

**Code intelligence CLI tool for Claude Code.** AST-based call graph analysis + semantic search — right from your terminal.

## Quick Start

```bash
# Install via npm (handles setup wizard + binary download automatically)
npm install -g codeseek

# First run — interactive setup wizard configures your embedding model
codeseek

# Index your project
codeseek init

# Search code by symbol name
codeseek search main --limit 10

# Query call graph
codeseek callers main
codeseek callees process_data

# Register with Claude Code / Codex as MCP tools
codeseek install

# Check status
codeseek status

# Auto-index on git commits
codeseek install-hooks
```

Natural Language Code Search example

```bash
╰─$ codeseek search 'how the code embedding work'
1. get_embedding (0.7973)
   /home/do/ssd/iohub/dev/codeseek/rust-core/src/services/embedding_service.rs:0
2. EmbeddingService (0.2855)
   /home/do/ssd/iohub/dev/codeseek/rust-core/src/services/embedding_service.rs:0
3. EmbeddingData (0.14
Read full README on GitHub →

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