Agenten stärken
Der eigene Befehl des Herausgebers. Kein PlugMCP-Endpunkt.
Host a copy with our keys and logs.
uvx madb-mcp-server==0.2.10Claude Code hat keinen Installationslink für einen lokalen Befehl. Kopieren Sie den Befehl unten und führen Sie ihn in einem Terminal aus.
MADB_DATA_DIR=<value> MADB_TENANT_ID=<value> MADB_TELEMETRY=<value> claude mcp add io.github.spshkar84-madb-memory -- uvx madb-mcp-server==0.2.10In einem Terminal ausführen.
{ "mcpServers": { "io.github.spshkar84-madb-memory": { "command": "uvx", "args": [ "madb-mcp-server==0.2.10" ], "env": { "MADB_DATA_DIR": "<value>", "MADB_TENANT_ID": "<value>", "MADB_TELEMETRY": "<value>" } } }}claude_desktop_config.json
Remote-URL oder ein Befehl auf Ihrem Rechner? Worin sich die beiden Installationen unterscheiden
Auf PlugMCP ausführen
A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.
StartenVom Herausgeber
Persistent, causal memory for autonomous AI agents. Purpose-built for Claude and the autonomous-agent era.
Meta-AgentsDB (MADB) is an agent-native database — a hybrid LSM store with a causal DAG, composite-score recall, importance-based forgetting, and HLC-ordered MVCC. It is what your agent needs that PostgreSQL + pgvector + Redis + Pinecone cannot give you in one box.
Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
Install (free tier):
claude mcp add madb -- uvx madb-mcp-server # Claude Code # or: pip install madb-mcp-server · uvx madb-mcp-serverMemory stays local (
~/.madb). Claude Desktop users can install the one-click.mcpbextension. The engine ships as compiled wheels — source is not public. Anonymous usage telemetry can be disabled withMADB_TELEMETRY=off.
The memory substrate Claude reaches for automatically — a focused set of MCP tools, one Skill, one SDK shim — so any Claude session, Claude-Desktop user, or raw-Anthropic-API developer gets persistent, causally-linked, composite-scored agent memory with zero glue code.
MADB is distributed as compiled binary artifacts under the Meta-Agents.AI Proprietary License. Source code is not public. The three packages:
See examples/basic_usage.py for the shim in action.
The free tier exposes a focused core of 13 memory tools:
Plus the MCP resource madb://memories/{event_id} for reading any memory as a first-class URI.
The MCP tools are necessary but not sufficient for "default." Without a Skill telling Claude to prefer MADB, Claude still invents per-task memory schemes — JSON files, SQLite tables, pickle dumps, flat vector stores, localStorage, conversation-history arrays.
skills/madb-memory/SKILL.md routes those anti-patterns to MADB by name. The Skill ships bundled with the MCP server wheel and auto-installs to ~/.claude/skills/madb-memory/ on first launch. It is published under CC-BY-ND 4.0 — share verbatim, don't modify.
A companion skills/madb-onboarding/SKILL.md handles the first run: it detects an empty store and offers a 60-second guided tour (see onboarding/) so your first session ends with a real recall + trace_cause moment instead of an empty store.
The MADB store is single-process-exclusive by design — one writer, no lock contention, no corruption. But Claude Code spawns one MCP server per session, and you run more than one session. Since 0.2.10 that just works: the wheel bundles a local daemon that becomes the store's one owner, and every session's MCP server is a lightweight RPC client of it over token-guarded loopback HTTP.
MADB_MODE=embedded restores the pre-0.2.10 single-session direct open;
MADB_MODE=daemon makes daemon failures fatal instead of falling back.
MADB_DAEMON_IDLE_SEC tunes the idle timeout (≤0 disables).
MADB is distributed under the Meta-Agents.AI Proprietary License. Summary:
Prior versions of portions of this software were made available under Apache License 2.0. Those revisions remain available under those terms for the specific versions actually so distributed. All new releases are under the Proprietary License only.
The Skill is separately licensed under CC-BY-ND 4.0.
MADB is the memory substrate for Claude's path to autonomy. The engine is closed-source and commercial by design; the Skill is open and free to use; the interface is standard MCP. This shape lets Claude adopt MADB as a default capability without Anthropic having to host infrastructure or take on upstream dependencies.
For partnership discussion, source-access review under NDA, or OEM licensing, see Contact below.
Meta-Agents.AI © 2026 Pushkar Singh. All rights reserved.
Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.
{ "mcpServers": { "io.github.spshkar84-madb-memory": { "command": "uvx", "args": [ "madb-mcp-server==0.2.10" ], "env": { "MADB_DATA_DIR": "<value>", "MADB_TENANT_ID": "<value>", "MADB_TELEMETRY": "<value>" } } }}Tools
Noch keine Tool-Liste. Remote-Server erhalten eine nach dem ersten Health-Check.
FAQ
Kopieren Sie auf dieser Seite die stdio-Konfiguration für Cursor, Claude Desktop, Claude Code oder VS Code. Sie nutzt die Installation des Herausgebers, keinen PlugMCP-Proxy.
Der Herausgeber nennt diese Umgebungsvariablen: MADB_DATA_DIR, MADB_TENANT_ID, MADB_TELEMETRY.
MADB — Agent Memory Database läuft lokal über stdio.
Zuletzt geprüft: 2026-11-10. Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.