High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Star History
Momentum
+1.1K
STARS · LAST 30 DAYS
38
PER DAY
#1
MOST-STARRED C
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +266 | +1.1K | +3.4K |
| Per day | 38 | 38 | 38 |
| Forks gained | +19 | +74 | +186 |
codebase-memory-mcp gained 1.1K stars in the last 30 days, about 38 a day, and now has 45.3K. It is about 1 year old and has averaged roughly 45.3K stars a year. It ranks #1 among C repositories and #234 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#1341
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
codebase-memory-mcp has maintained a continuous presence across global trending indexes, peaking at #1341. Below is the 30-day activity profile:
💡 Overview
codebase-memory-mcp is an open-source project written in C: High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Engineered for speed, consistency, and developer ease, it solves common hurdles in aider, ast, claude-code. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in C for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ git clone https://github.com/DeusData/codebase-memory-mcp.git
cd codebase-memory-mcp⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C99 or C11 compiler with CMake / make
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
codebase-memory-mcp coordinates its core functionality through a modular C pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with codebase-memory-mcp.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install codebase-memory-mcp using your package manager: `git clone https://github.com/DeusData/codebase-memory-mcp.git`
Initialize your project workspace or configuration file for codebase-memory-mcp.
Import codebase-memory-mcp into your codebase or invoke it directly from your terminal.
Execute your test suite or run `codebase-memory-mcp --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
DeusData/codebase-memory-mcp is currently ranked #234 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #229 | helix-editor/helix | Rust | ★ 46.4K | Compare ↗ |
| #230 | milvus-io/milvus | Go | ★ 46.3K | Compare ↗ |
| #231 | paperless-ngx/paperless-ngx | Python | ★ 46.1K | Compare ↗ |
| #232 | streamlit/streamlit | Python | ★ 45.8K | Compare ↗ |
| #233 | files-community/Files | C# | ★ 45.7K | Compare ↗ |
| #234 | DeusData/codebase-memory-mcp This Project | C | ★ 45.3K | |
| #235 | charmbracelet/bubbletea | Go | ★ 45.1K | Compare ↗ |
| #236 | logseq/logseq | Clojure | ★ 45.1K | Compare ↗ |
| #237 | payloadcms/payload | TypeScript | ★ 45K | Compare ↗ |
| #238 | LibreChat-AI/LibreChat | TypeScript | ★ 45K | Compare ↗ |
| #239 | juspay/hyperswitch | Rust | ★ 44.9K | Compare ↗ |
Frequently Asked Questions
What does codebase-memory-mcp do? +
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
What language is codebase-memory-mcp written in? +
The primary language is C. Topics include: aider, ast, claude-code, code-analysis, code-intelligence.
Is codebase-memory-mcp actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 651 open issues being tracked.
How many stars does codebase-memory-mcp have? +
codebase-memory-mcp has 45,341 stars and 3,717 forks on GitHub.
How does codebase-memory-mcp rank among GitHub repositories? +
With 45,341 stars, DeusData/codebase-memory-mcp is ranked #234 globally across all repositories tracked on GitHubRepo and #1 among C projects.
What license is codebase-memory-mcp distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
