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.
⚡ Executive Summary & Quick Facts
Authoritative Sourcecodebase-memory-mcp is 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.. It provides a free, self-hosted open-source alternative to Cursor.
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), DeusData/codebase-memory-mcp has accumulated 45,968 GitHub stars and 3,781 forks. It is written in C, licensed under MIT, and ranks #309 globally. It is actively maintained with the latest commit recorded on Oct 7, 2026.”
| Repository | DeusData/codebase-memory-mcp ↗ |
|---|---|
| Primary Category | aider |
| Language & Stack | C |
| Software License | MIT |
| Community Traction | ★ 46K stars · ⑂ 3.8K forks · #309 globally |
| Maintenance | ● Active (Last commit: Oct 7, 2026) · 633 open issues |
| Replaces SaaS | Open Source Cursor Alternative ($20/month per user) → |
| Target Audience | Developers and engineering teams building with C, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 90/100 · Grade AYes, codebase-memory-mcp is actively maintained. Continuous telemetry recorded the last code commit on Oct 7, 2026 (37 days ago). Supported by 45,968 stars and 3,781 community forks, this repository holds a calculated health index of 90/100, reflecting regular maintenance (37 days ago) and active community feedback (633 open).
Star History
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Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.
Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.
[](https://githubrepo.cloud/repo/DeusData/codebase-memory-mcp?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
[](https://githubrepo.cloud/repo/DeusData/codebase-memory-mcp?utm_source=readme_badge) [](https://githubrepo.cloud/repo/DeusData/codebase-memory-mcp?utm_source=readme_badge) [](https://githubrepo.cloud/repo/DeusData/codebase-memory-mcp?utm_source=readme_badge) [](https://githubrepo.cloud/repo/DeusData/codebase-memory-mcp?utm_source=readme_badge) [](https://githubrepo.cloud/repo/DeusData/codebase-memory-mcp?utm_source=readme_badge)Momentum
+0
STARS · LAST 30 DAYS
1
PER DAY
#3
MOST-STARRED C
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +189 |
codebase-memory-mcp gained 0 stars in the last 30 days, about 1 a day, and now has 46K. It is about 1 year old and has averaged roughly 46K stars a year. It ranks #3 among C repositories and #309 across all languages on GitHubRepo.
Trending Record
41
DAYS ON TRENDING
#89
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
codebase-memory-mcp has maintained a continuous presence across global trending indexes, peaking at #89. 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 #309 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #304 | files-community/Files | C# | ★ 46.6K | Compare ↗ |
| #305 | streamlit/streamlit | Python | ★ 46.3K | Compare ↗ |
| #306 | LibreChat-AI/LibreChat | TypeScript | ★ 46.2K | Compare ↗ |
| #307 | fastapi/full-stack-fastapi-template | TypeScript | ★ 46.2K | Compare ↗ |
| #308 | omacom/omarchy | Shell | ★ 46K | Compare ↗ |
| #309 | DeusData/codebase-memory-mcp This Project | C | ★ 46K | |
| #310 | Leaflet/Leaflet | JavaScript | ★ 45.9K | Compare ↗ |
| #311 | android/architecture-samples | Kotlin | ★ 45.9K | Compare ↗ |
| #312 | juspay/hyperswitch | Rust | ★ 45.8K | Compare ↗ |
| #313 | zen-browser/desktop | C++ | ★ 45.7K | Compare ↗ |
| #314 | charmbracelet/bubbletea | Go | ★ 45.6K | 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.
Is codebase-memory-mcp actively maintained in 2026? +
Yes, codebase-memory-mcp is actively maintained. The latest code push was recorded on Oct 7, 2026 (37 days ago). It holds a calculated Maintenance Health Score of 90/100 (A rating) with 45,968 stars and 633 open issues.
What language is codebase-memory-mcp written in? +
The primary language is C. Topics include: aider, ast, claude-code, code-analysis, code-intelligence.
How many stars does codebase-memory-mcp have? +
codebase-memory-mcp has 45,968 stars and 3,781 forks on GitHub.
How does codebase-memory-mcp rank among GitHub repositories? +
With 45,968 stars, DeusData/codebase-memory-mcp is ranked #309 globally across all repositories tracked on GitHubRepo and #3 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.
