AgentIndex icon
AgentIndex
mcp-code-checker logo
mcp-code-checker
★ 19
vs
semble logo
semble
★ 6.3k

mcp-code-checker vs semble

mcp-code-checker: MCP Code Checker is an MCP server that provides code quality checking for Python projects. It offers tools to run pylint, pytest, and mypy, with structured logging and customizable parameters. The server is designed for easy integration with AI assistants like Claude and VSCode.; semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.

01

TL;DR

mcp-code-checker logo
mcp-code-checkerCode Assistant · ★ 19

Automated code quality checks in CI/CD pipelines

Read mcp-code-checker full review →
semble logo
sembleCode Assistant · ★ 6.3k

Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities

Read semble full review →
02

Side-by-Side Comparison

Field
mcp-code-checker logomcp-code-checker
semble logosemble
Category
Code Assistant
Code Assistant
Stars
★ 19
★ 6.3k
License
MIT
MIT
Install Command
pip install git+https://github.com/MarcusJellinghaus/mcp-code-checker.git
pip install semble
Updated
1w ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
mcp, mcp-server, mcp-servers
agents, code-search, embeddings
03

Features

mcp-code-checker logomcp-code-checker
01Run pylint checks on project code
02Run pytest to identify failing tests
03Run mypy type checking
04Structured logging with JSON output
05Flexible project structure support with target directories
semble logosemble
01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
04

Use Cases

mcp-code-checker logomcp-code-checker
↳Automated code quality checks in CI/CD pipelines
↳Quickly identify test failures during development
↳Backend code checking for AI-assisted development tools
semble logosemble
↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
FAQ

FAQ

What is the difference between mcp-code-checker and semble?
Both mcp-code-checker and semble are in the Code Assistant category. mcp-code-checker has 19 stars, while semble has 6.3k stars.
Which is better, mcp-code-checker or semble?
The best choice depends on your use case. Choose mcp-code-checker if Automated code quality checks in CI/CD pipelines, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is mcp-code-checker free or open source?
Yes, mcp-code-checker is open source on GitHub (MIT).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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