MADB — Agent Memory Database
Rank #40,100io.github.spshkar84/madb-memory
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
MADB — Agent Memory Database is a Model Context Protocol (MCP) server published by spshkar84. It ranks #40,100 of 115,591 servers tracked on MCP Toplist. MADB — Agent Memory Database is listed on Official MCP, with 3 tracked versions. It was first listed on Apr 19, 2026 and most recently updated on Apr 20, 2026.
Ranks ahead of 75,491 of 115,591 servers on MCP Toplist.
Use MADB — Agent Memory Database
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add madb-memory -e "MADB_DATA_DIR=<your MADB_DATA_DIR>" -e "MADB_TENANT_ID=<your MADB_TENANT_ID>" -- uvx madb-mcp-serverReplace each placeholder with your own value before saving.
[mcp_servers.madb-memory]
command = "uvx"
args = ["madb-mcp-server"]
[mcp_servers.madb-memory.env]
MADB_DATA_DIR = "<your MADB_DATA_DIR>"
MADB_TENANT_ID = "<your MADB_TENANT_ID>"Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"madb-memory": {
"command": "uvx",
"args": [
"madb-mcp-server"
],
"env": {
"MADB_DATA_DIR": "<your MADB_DATA_DIR>",
"MADB_TENANT_ID": "<your MADB_TENANT_ID>"
}
}
}
}Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.
{
"mcpServers": {
"madb-memory": {
"command": "uvx",
"args": [
"madb-mcp-server"
],
"env": {
"MADB_DATA_DIR": "<your MADB_DATA_DIR>",
"MADB_TENANT_ID": "<your MADB_TENANT_ID>"
}
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.
{
"servers": {
"madb-memory": {
"type": "stdio",
"command": "uvx",
"args": [
"madb-mcp-server"
],
"env": {
"MADB_DATA_DIR": "<your MADB_DATA_DIR>",
"MADB_TENANT_ID": "<your MADB_TENANT_ID>"
}
}
}
}Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"madb-memory": {
"command": "uvx",
"args": [
"madb-mcp-server"
],
"env": {
"MADB_DATA_DIR": "<your MADB_DATA_DIR>",
"MADB_TENANT_ID": "<your MADB_TENANT_ID>"
}
}
}
}Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.
{
"mcpServers": {
"madb-memory": {
"command": "uvx",
"args": [
"madb-mcp-server"
],
"env": {
"MADB_DATA_DIR": "<your MADB_DATA_DIR>",
"MADB_TENANT_ID": "<your MADB_TENANT_ID>"
}
}
}
}Replace each placeholder with your own value before saving.
Show your rank
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[](https://mcptoplist.com/server/io.github.spshkar84%2Fmadb-memory)<a href="https://mcptoplist.com/server/io.github.spshkar84%2Fmadb-memory"><img src="https://mcptoplist.com/badge/io.github.spshkar84%2Fmadb-memory.svg" alt="MCP Toplist: Top 50% of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
spshkar84
Other servers by spshkar84
View all spshkar84 servers →Available versions (3)
| Version | Published |
|---|---|
| 0.2.3 | Apr 20, 2026 |
| 0.2.2 | Apr 20, 2026 |
| 0.1.2 | Apr 19, 2026 |
Frequently asked questions
- Who maintains MADB — Agent Memory Database?
- MADB — Agent Memory Database is maintained by spshkar84, which publishes 2 MCP servers (3 total versions) tracked on MCP Toplist.
- Is MADB — Agent Memory Database listed on the Official MCP Registry?
- Yes — MADB — Agent Memory Database is listed on the Official MCP Registry.
- How many versions does MADB — Agent Memory Database have?
- MCP Toplist tracks 3 versions of MADB — Agent Memory Database, most recently published on Apr 20, 2026.
- Where can I find the source code for MADB — Agent Memory Database?
- The source code for MADB — Agent Memory Database is hosted at github.com/spshkar84/meta-agents-db.