Abhigyan-Shekhar/Waggle-mcp
GitHubMCP server for external memory layer for AI agents + more . Download from pypi , and get started
Teams whose requirements match this repository’s core capability.
Review deployment and security evidence before production adoption.
What matters before you adopt it
Security evidence without the noise
Trust remains a decision signal; CVEs and scanner evidence explain what is driving the risk.
View trust evidence & security findings▼
Architecture from code16 modules · 1 edges▼
Modules and dependency edges extracted from repository code. This is code evidence, not README inference.
Architecture evidence details
flowchart TD
%% waggle-mcp — high-level architecture (DRAFT, refine me)
n0["apps · 54 files"]
n1["benchmarks · 1 file"]
n2["examples · examples · 2 files"]
n3["integrations · 1 file"]
n4["plugins · 1 file"]
n5["scripts · scripts · 45 files"]
n6["src/rlm · 33 files"]
n7["src/waggle · 76 files"]
n8["templates · 3 files"]
n9["tests · tests · 70 files"]
n9 --> n5
class n2 docs
class n5 infra
class n9 test
classDef docs fill:#9d7660,color:#ffffff,stroke:#7c5d4c
classDef infra fill:#b35c00,color:#ffffff,stroke:#8f4a00
classDef test fill:#499894,color:#ffffff,stroke:#397975Nearby repositories worth comparing before adoption.
AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.
Memory that AI Agents Love!