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Abhigyan-Shekhar/Waggle-mcp

MCP Developer Tools

Persistent graph memory for AI agents. Drop a conversation turn in via `observe_conversation()` and facts are auto-extracted, stored as typed graph nodes with local semantic embeddings (no API key). Supports temporal queries ("what did we decide last week?")

Python Latest v0.1.17 · 28d ago Security brief →

Features

  • Persistent graph‑backed memory that survives context window limits
  • SQLite default storage with optional Neo4j backend
  • Local sentence‑transformer embeddings, no external API key required
  • VS Code extension for one‑click onboarding and Graph Studio UI

Recent releases

View all 7 releases →
No immediate action
v0.1.17 Mixed

Runtime fixes + full marketplace bundle

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

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About

Stars
33
Forks
116
Languages
Python JavaScript TypeScript

Install & Platforms

Install via
pipx brew
Platforms
linux macos windows

Beta — feedback welcome: [email protected]