Who is memory-bridge-mcp for?

memory-bridge-mcp is an open-source project built for AI agent framework developers.

Is memory-bridge-mcp free?

Yes — memory-bridge-mcp is open source under the MIT License and free to use.

What platforms does memory-bridge-mcp run on?

memory-bridge-mcp runs on the command line. It can also be self-hosted.

Is memory-bridge-mcp still maintained?

Activity appears to have slowed — PulseGate's most recent liveness signals classify this listing as stale.

What projects are similar to memory-bridge-mcp?

Similar projects tracked by PulseGate include thought-mcp, memanto-mcp, and crewmemory-mcp.

Who makes memory-bridge-mcp?

memory-bridge-mcp is developed by LE-VAI.

When did memory-bridge-mcp launch?

memory-bridge-mcp first shipped in 2026.

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memory-bridge-mcp

Name: memory-bridge-mcp
Author: LE-VAI

PyPIInfrastructure

memory-bridge-mcp is an open-source Python package that provides a unified MCP memory server, bridging Mind (concept graph) and Honcho (semantic vector) memory systems. It supports episodic timelines and LLM synthesis, enabling agent framework developers to manage and integrate multiple memory types in their AI agents.

Open SourceMIT LicenseCLISelf-hosted

Visit PyPI

Overview

6 features

memory-bridge-mcp sits in PulseGate's Frameworks & SDKs category. It focuses on bridging different memory representations for agent frameworks to enable unified episodic and semantic memory management. memory-bridge-mcp is an open-source project aimed at AI agent framework developers. The project is open source (MIT License). It ships for the command line, and it can be self-hosted.

Behind memory-bridge-mcp is LE-VAI, and it first shipped in 2026. Among its 6 catalogued features are MCP server, concept graph memory, and semantic vector memory. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

MCP server
Concept graph memory
Semantic vector memory
Episodic timeline
LLM synthesis
Agent framework integration

Built with & integrations

Connectors

MCP

Runs on

CLISelf-hosted

Trust & compliance

License

MIT License

Verified signals

HTTPSOpen SourceFree tierGitHub

Indexing history

What PulseGate has recorded for this listing

Indexed5 Jul · 18:42 UTC
memory-bridge-mcp verified against its public source
Source: PulseGate · Open

Frequently asked questions about memory-bridge-mcp

What is memory-bridge-mcp?: Memory-bridge-mcp focuses on bridging different memory representations for agent frameworks to enable unified episodic and semantic memory management. It is catalogued under Frameworks & SDKs on PulseGate.
Who is memory-bridge-mcp for?: memory-bridge-mcp is an open-source project built for AI agent framework developers.
Is memory-bridge-mcp free?: Yes — memory-bridge-mcp is open source under the MIT License and free to use.
What platforms does memory-bridge-mcp run on?: memory-bridge-mcp runs on the command line. It can also be self-hosted.
Is memory-bridge-mcp still maintained?: Activity appears to have slowed — PulseGate's most recent liveness signals classify this listing as stale.
What projects are similar to memory-bridge-mcp?: Similar projects tracked by PulseGate include thought-mcp, memanto-mcp, and crewmemory-mcp.thought-mcp memanto-mcp crewmemory-mcp
Who makes memory-bridge-mcp?: memory-bridge-mcp is developed by LE-VAI.
When did memory-bridge-mcp launch?: memory-bridge-mcp first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT License
First seen: 5 Jul 2026
Activity: 🟡 Stale
Built for: AI agent framework developers
Model: Open source
Solves: Bridging different memory representations for agent frameworks to enable unified episodic and semantic memory management.

Registered as

GitHub: LE-VAI/memory-bridge
PyPI: memory-bridge-mcp

Developer

LE-VAI

GitHub

Open source

View on GitHub

Index record

Identity confidence: Low · 64
Indexed: 5 Jul 2026
Lifecycle: Dead
Activity: Stale
First seen: Jul 2026
Last seen: 5 Jul 2026

Identity audit (12)

Slug: memory-bridge-mcp-pypi-org
Lifecycle last checked: 17 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 5 Jul 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model from page content.
Canonical URL: https://pypi.org/project/memory-bridge-mcp

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