Contextual
Rank #93,655io.github.Contextual-Laboratories/contextual
Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.
Contextual is a Model Context Protocol (MCP) server. It ranks #93,655 of 137,492 servers tracked on MCP Toplist. Contextual is listed on Official MCP, with 1 tracked version. It was first listed on Sep 7, 2026 and most recently updated on Sep 7, 2026.
Ranks ahead of 43,837 of 137,492 servers on MCP Toplist.
Use Contextual
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add contextual -e "CONTEXTUAL_LOG_LEVEL=<your CONTEXTUAL_LOG_LEVEL>" -- uvx contextual-engineReplace each placeholder with your own value before saving.
[mcp_servers.contextual]
command = "uvx"
args = ["contextual-engine"]
[mcp_servers.contextual.env]
CONTEXTUAL_LOG_LEVEL = "<your CONTEXTUAL_LOG_LEVEL>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"contextual": {
"command": "uvx",
"args": [
"contextual-engine"
],
"env": {
"CONTEXTUAL_LOG_LEVEL": "<your CONTEXTUAL_LOG_LEVEL>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"contextual": {
"command": "uvx",
"args": [
"contextual-engine"
],
"env": {
"CONTEXTUAL_LOG_LEVEL": "<your CONTEXTUAL_LOG_LEVEL>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"contextual": {
"type": "stdio",
"command": "uvx",
"args": [
"contextual-engine"
],
"env": {
"CONTEXTUAL_LOG_LEVEL": "<your CONTEXTUAL_LOG_LEVEL>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"contextual": {
"command": "uvx",
"args": [
"contextual-engine"
],
"env": {
"CONTEXTUAL_LOG_LEVEL": "<your CONTEXTUAL_LOG_LEVEL>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"contextual": {
"command": "uvx",
"args": [
"contextual-engine"
],
"env": {
"CONTEXTUAL_LOG_LEVEL": "<your CONTEXTUAL_LOG_LEVEL>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.Contextual-Laboratories%2Fcontextual)<a href="https://mcptoplist.com/server/io.github.Contextual-Laboratories%2Fcontextual"><img src="https://mcptoplist.com/badge/io.github.Contextual-Laboratories%2Fcontextual.svg" alt="MCP Toplist: #93,655 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
Available versions (1)
| Version | Published |
|---|---|
| 1.0.2 | Sep 7, 2026 |
Frequently asked questions
- Is Contextual listed on the Official MCP Registry?
- Yes — Contextual is listed on the Official MCP Registry.
- How many versions does Contextual have?
- MCP Toplist tracks 1 version of Contextual, most recently published on Sep 7, 2026.
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