Back to MCP servers

io.github.Contextual-Laboratories/contextual

MCP serverMCP registryUnknown

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

Description provenance: Original source

Open canonical source

Measured: Oct 20, 2026 · 41 observations

Domains & Uses

Domains
Agents, skills and MCP
Uses
Retrieval-augmented generation (RAG)

Installation

claude mcp add contextual -- uvx contextual-engine

Check at the source

Compatibility and prerequisites must be checked in the official documentation.

https://registry.modelcontextprotocol.io/v0/servers/io.github.Contextual-Laboratories%2Fcontextual

Classifications

Nature
Tool

Measurement history

Comparable readings are grouped by signal and unit.

Downloads · last 7 days

10downloads · Oct 20, 2026

0 (0 %)since Oct 19, 2026

Oct 19, 2026 : 10 downloadsOct 20, 2026 : 10 downloads
Exact values · 2 readings
MeasureddownloadsChange
100
10·