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MCP server · RAG

Contextcortex

by · github.com/spelech/contextcortex

High-performance Model Context Protocol (MCP) server providing syntax-aware Code RAG, hybrid retrieval (Dense + BM25), Tree-sitter AST chunking, and multi-repo Git indexing.

Unclaimed code-searchfastmcpmcpmodel-context-protocolpythonqdrantragtree-sittervector-search
InstallView source
34Low

Scored a month ago · breakdown

About Contextcortex

Contextcortex is an MCP server published by spelech in the RAG category: high-performance Model Context Protocol (MCP) server providing syntax-aware Code RAG, hybrid retrieval (Dense + BM25), Tree-sitter AST chunking, and multi-repo Git indexing.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/spelech/contextcortex

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

6 checks have not been run yet.

Releases

v2.16.0v2.16.0 - CodeQL Security Hardening & Zero-Vulnerability Milestone · 27 Sep 2026ContextCortex v2.16.0 Release Notes 🔒 Security Hardening (CodeQL 0-Alert Milestone) Path Traversal / Path Injection Prevention (CWE-22/CWE-73): Enforced rigorous path confinement across local storage, PDF extractors, ADR generation, file…
v2.15.0v2.15.0 - Full/Sliced File Reading & Large File Summarization · 18 Sep 2026What's New in v2.15.0 📖 Full & Bounded Sliced File Reading (`read_file`) Safe Path Resolution: Built `FileReaderService` supporting secure path resolution across both monitored local directories (`indexed_paths`) and uploaded local…
v2.14.0v2.14.0 - Normalized Weighted Search Scoring & Candidate Pool Expansion · 18 Sep 2026What's New in v2.14.0 🎯 Normalized Linear Weighted Search Scoring (0.0 – 1.0 Scale) Linear Weighted Score Fusion: Replaced Qdrant server-side Reciprocal Rank Fusion (`Fusion.RRF`) with Normalized Linear Weighted Fusion ($\alpha \cdot…
v2.13.0v2.13.0 - Codebase Navigator Linking, Impact Analysis & Deduplication · 18 Sep 2026What's New in v2.13.0 🧭 Codebase Navigator Symbol Linking & Impact Analysis Accurate Incoming Caller Resolution: Fixed SQL query for incoming callers in the Codebase Navigator graph by strictly filtering to incoming calls (`target_id =…
v2.12.0v2.12.0 - PDF Ingestion, AI OCR Fallback & LiteLLM Model Discovery · 8 Sep 2026What's New in v2.12.0 📄 PDF Extraction with PyMuPDF & Multimodal AI OCR Fallback High-Performance Digital Extraction: Fast text and layout extraction via `PyMuPDF` with per-page metadata, table structure preservation, and header/footer…
Questions

About Contextcortex

How do I install Contextcortex?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Contextcortex safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Contextcortex still maintained?

Yes — the latest release is v2.16.0 (27 Sep 2026), and the last commit was 20 days ago. The repository has 0 stars.