Skip to content

Abhigyan-Shekhar/Waggle-mcp

MCP Developer Tools

A local‑first, graph‑backed memory engine that gives AI agents persistent recall of decisions and reasoning across sessions.

Python Latest v0.1.15 · 27d ago Security brief →

Features

  • Persistent knowledge graph storage (SQLite default, optional Neo4j)
  • Local sentence‑transformer embeddings with deterministic offline fallback
  • MCP server exposing a stdio transport for AI clients like Claude Code
  • VS Code extension for one‑click onboarding and Graph Studio UI

Recent releases

View all 5 releases →
No immediate action
v0.1.12 Breaking risk

prime_context KeyError fix

No immediate action
v0.1.9 New feature

Ingest handoff + fixes + docs

No immediate action
v0.1.7 New feature

Benchmark harness + LongMemEval

No immediate action
v0.1.3 New feature

[project.urls], branding fixes, demo animation

Weekly OSS security release digest.

The CVE patches and breaking changes that affected production tools this week. One email, every Sunday.

No spam, unsubscribe anytime.

About

Stars
13
Forks
48
Languages
Python JavaScript TypeScript

Install & Platforms

Install via
pipx brew
Platforms
linux macos windows

Beta — feedback welcome: [email protected]