PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
166,309

Apps indexed

 

Freshness
34 min ago

Last update

 

Cadence
1,424/day

7-day average

Indexed today: 481

PulseGate

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swadb
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swadb

pypi.org·Infrastructure

swadb is an open-source agent memory system designed for multi-agent environments, providing tiered knowledge storage, knowledge graph integration, and native support for the Model Context Protocol (MCP). It enables developers to manage, retrieve, and embed structured knowledge for LLM-powered agents. Ideal for AI developers building complex agent workflows.

Open SourceApache-2.0
CLISelf-hosted
S
Visit PyPI↗
⭐1
star
✓6
features
📅2026
since

Overview

6 features
  • ✓Tiered knowledge
  • ✓Knowledge graph
  • ✓MCP-native
  • ✓Multi-agent support
  • ✓SQLite integration
  • ✓Embeddings support

Tags

agent-memoryknowledge-graphmcp-integrationrag-supportsqlite-backend

AI capabilities

TextStructuredWeights: Open

Built with & integrations

Connectors
MCP
Runs on
CLISelf-hosted

Trust & compliance

LicenseApache-2.0
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 1✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 6, 3:18 AM

    swadb discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
Apache-2.0
First seen
Jul 6, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI developers building multi-agent systems
Model
Open source
Solves
Managing and retrieving structured knowledge for autonomous agents in multi-agent systems.

Developer

gsultani1
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
1
🍴 Forks
0
Open issues
0
Last commit
6d ago
Commits 90d
39
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.2.0 · 6d ago

PulseGate index

Confidence
Low · 64
Indexed
Jul 6, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
6d ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmr8nhsp20mnfbebngnxfwxzr
Slug
swadb-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 6, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 6, 2026
Canonical URL
https://pypi.org/project/swadb

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