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ogmem-rag-mcp

PyPIInfrastructure

PulseGate's liveness check found it on 14 Sep 2026; it is registered on PyPI and has been in the index since 20 Jul 2026. How this is checked

ogmem-rag-mcp is an MCP server package that enables any AI agent to query a remote oG-Memory knowledge base using only an API URL and token. It provides simple RAG-style retrieval capabilities for agents and supports standard MCP protocol integration. Ideal for developers building agentic applications that require external memory or knowledge lookup.

Inferred · not functionally tested

Open SourceMITCLIAPISelf-hosted
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Overview

4 features

Purpose: Querying a remote knowledge base from AI agents without complex setup.

Inferred · not functionally tested

Audience: AI developers

Inferred · not functionally tested

Functions: rag, agents

Inferred · not functionally tested

Interfaces: API: indicated (inferred, not tested) · MCP: indicated (inferred, not tested) · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: MIT · platforms: CLI · deployment: cli, api_only, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org. These links do not verify the individual claims.

In the RAG, search & retrieval space, ogmem-rag-mcp takes a focused approach. Inferred · not functionally tested: It focuses on querying a remote knowledge base from AI agents without complex setup. Inferred · not functionally tested: ogmem-rag-mcp is an open-source project aimed at AI developers. Basis unknown · not verified: The project is open source (MIT). Basis unknown · not verified: ogmem-rag-mcp is available on the command line and API, and it can be self-hosted.

ogmem-rag-mcp first shipped in 2026. Inferred · not functionally tested: Key capabilities include RAG retrieval, knowledge base query, and MCP server. Inferred · not functionally tested: Catalogued interfaces include an MCP server and a public API.

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

Tasks: Inferred · not functionally tested

  • RAG retrieval
  • Knowledge base query
  • MCP server
  • Token authentication

Topics: Inferred · not functionally tested

Tags
mcp-serverrag-retrievalknowledge-baseog-memory
AI capabilities
TextStructured
Inference: Cloud API

JSON profile · Text profile · Access guide

Built with & integrations

Connectors
MCPAPI
Runs on
CLIAPI-onlySelf-hosted

Trust & compliance

License
MIT
Public signals
HTTPSOpen SourceFree tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed20 Jul · 22:53 UTC
    ogmem-rag-mcp seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about ogmem-rag-mcp

What is ogmem-rag-mcp?
Inferred · not functionally tested: Ogmem-rag-mcp focuses on querying a remote knowledge base from AI agents without complex setup. It is catalogued under RAG, search & retrieval on PulseGate.
Who should use ogmem-rag-mcp?
Inferred · not functionally tested: ogmem-rag-mcp is an open-source project built for AI developers.
Is ogmem-rag-mcp free?
Basis unknown · not verified: Yes — ogmem-rag-mcp is open source under the MIT license and free to use.
What platforms does ogmem-rag-mcp run on?
Basis unknown · not verified: ogmem-rag-mcp runs on the command line and API. It can also be self-hosted.
Is ogmem-rag-mcp still active?
PulseGate's liveness check found it on 14 Sep 2026.
What projects are similar to ogmem-rag-mcp?
Similar projects tracked by PulseGate include mnem-mcp, mcp-agensgraph-memory, and engrava-mcp.mnem-mcpmcp-agensgraph-memoryengrava-mcp
How long has ogmem-rag-mcp been around?
ogmem-rag-mcp first shipped in 2026.
Is ogmem-rag-mcp open source?
Basis unknown · not verified: Yes — ogmem-rag-mcp is open source under the MIT license.

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