Coding File Context MCP Server by Brian W. Smith

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Coding File Context

Provider

Brian W. Smith

Classification

community

Est. Downloads

This is our estimate of how many downloads occurred of this server across the MCP ecosystem (not specific to any single platform). We use a mix of publicly available data, social signals, and more to feed an algorithm that drives this estimation.

Released On

Jan 4, 2025

Popularity Ranking

Our estimate as to where this MCP server implementation ranks on the global leaderboard of usage.

#1,543 (#3,035 this week)

Provides advanced file system access and code analysis capabilities, enabling efficient reading, searching, and analysis of large codebases for automated quality assessment and intelligent navigation.

GitHub Repo (34 stars)

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Classification

community

Est Downloads (All Time)

Release Date

Sep 15, 2025

DeepContext (Semantic Code Search)

Wildcard AI, Inc

Symbol-aware semantic search for large codebases

Classification

official

Est Downloads (All Time)

3.3k

Release Date

Sep 19, 2025

Semantic Context

Damian Pramparo

Provides semantic code search across large codebases using ChromaDB vector storage and configurable embeddings,...

Classification

community

Est Downloads (All Time)

438

Release Date

Sep 18, 2025

CodeFlow

mrorigo

Provides semantic code analysis and search capabilities for Python codebases through AST extraction, call graph...

Classification

community

Est Downloads (All Time)

146

Release Date

Sep 19, 2025

Codacy

Integrates with Codacy's code quality platform to provide static analysis capabilities, code coverage metrics, and...

Classification

official

Est Downloads (All Time)

8.3k

Release Date

Mar 26, 2025

FastApply

betmoar

Provides intelligent code editing capabilities through local language models, combining AST-grep pattern matching and...

Classification

community

Est Downloads (All Time)

584

Release Date

Sep 28, 2025

Ndlovu Code Reviewer

shaunie2fly

Combines static analysis with Gemini CLI integration to automatically detect uncommitted JavaScript, TypeScript, and...

Classification

community

Est Downloads (All Time)

146

Release Date

Oct 4, 2025

CodeCortX

Kenneth J. Sanchez

Provides lightning-fast code analysis with real-time symbol extraction, semantic search, and code outline generation...

Classification

community

Est Downloads (All Time)

730

Release Date

Oct 4, 2025

FAF (File & Project Context)

Wolfe-Jam

Provides persistent project context management and file operations with automated project scoring, health assessment,...

Classification

community

Est Downloads (All Time)

7.2k

Release Date

Oct 29, 2025

Bug Detector

madhavi-opsera

Identifies and analyzes software defects through automated code analysis for quality assurance and development...

Classification

community

Est Downloads (All Time)

—

Release Date

Oct 22, 2025

Qwen Code

Jaggerxtrm

Bridges Qwen's code analysis capabilities through CLI integration, providing file-referenced queries with @filename...

Classification

community

Est Downloads (All Time)

120

Release Date

Oct 30, 2025

Rust Code Analyzer

MythEclipse

Provides comprehensive Rust code analysis including syntax checking, workspace indexing with call graphs, symbol...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 25, 2025

Code Graph Context

drewdrewH

Builds rich code graphs to provide deep contextual understanding of TypeScript codebases

Classification

community

Est Downloads (All Time)

438

Release Date

Nov 26, 2025

CodeBadger

Lekssays

Containerized static code analysis using Joern's Code Property Graph technology for vulnerability detection, taint...

Classification

community

Est Downloads (All Time)

—

Release Date

Nov 24, 2025

Code Intelligence

lyw405

Analyzes private codebases and libraries to recommend relevant UI components and utility functions based on user...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 14, 2025

Development Tools

code-alchemist01

Combines code analysis tools like ESLint and security scanners with web scraping capabilities using Cheerio and...

Classification

community

Est Downloads (All Time)

292

Release Date

Nov 16, 2025

Ace Codebase Indexer

xiaoxu123195

High-performance codebase indexing server that automatically processes project files with concurrent chunking and...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 17, 2025

Code Sage

faxioman

Provides high-performance semantic code search combining BM25 keyword search with vector embeddings and RRF...

Classification

community

Est Downloads (All Time)

438

Release Date

Nov 17, 2025

MiniMax Coding Plan

MiniMax AI

Provides web search and image understanding capabilities optimized for code development workflows

Classification

official

Est Downloads (All Time)

730

Release Date

Nov 21, 2025

CodeAnalysis (Roslyn)

Paul Brunner

Analyzes .NET solutions and projects using Roslyn to detect unreferenced code members including classes, methods,...

Classification

community

Est Downloads (All Time)

—

Release Date

Nov 21, 2025

Ace Codebase Indexer

yeuxuan

Codebase indexing and semantic search with file traversal, gitignore support, and real-time monitoring

Classification

community

Est Downloads (All Time)

41.5k

Release Date

Nov 10, 2025

Greb

Intelligent code search for AI coding assistants

Classification

official

Est Downloads (All Time)

—

Release Date

Nov 20, 2025

Ace Codebase Indexer

Leon2012

Automatically indexes and searches codebases using natural language queries, splitting project files into chunks and...

Classification

community

Est Downloads (All Time)

730

Release Date

Nov 30, 2025

Acemcp

qy527145

Indexes codebases with automatic incremental updates and provides semantic search to find relevant code snippets with...

Classification

community

Est Downloads (All Time)

101k

Release Date

Nov 7, 2025

Nabu Nisaba

y3i12

Semantic code analysis framework that combines tree-sitter parsing with KuzuDB graph storage to create queryable...

Classification

community

Est Downloads (All Time)

146

Release Date

Nov 5, 2025

Dolphin

Plastic Beach, LLC

Provides semantic code search capabilities through integration with the Dolphin knowledge base system, enabling...

Classification

community

Est Downloads (All Time)

292

Release Date

Nov 4, 2025

GitHub Code Review Assistant

sanjanaspanda

Integrates with GitHub's API to analyze pull requests, detect code patterns and security vulnerabilities, manage...

Classification

community

Est Downloads (All Time)

292

Release Date

Nov 3, 2025