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llmwiki-serve

PyPI·Infrastructure

llmwiki-serve is a Python package that turns existing Markdown, Obsidian-style, or LLMWiki folders into clean, cited, agent-readable context. It is designed for retrieval-augmented generation (RAG) and autonomous AI agents, supporting the Model Context Protocol (MCP). The tool is open source under Apache-2.0 and helps bridge personal knowledge bases with LLM workflows.

Open SourceApache-2.0CLIAPI
Visit PyPI↗
1star
5features
2026since

Overview

5 features

In the AI & ML space, llmwiki-serve takes a focused approach. It focuses on converting personal knowledge bases (Markdown/Obsidian) into structured, citable context that LLM agents can reliably use. It is built as an open-source project for AI developers and researchers. The project is open source (Apache-2.0). It ships for the command line and API.

Knowledge Bridge Labs builds and maintains llmwiki-serve, and it first shipped in 2026. The project is developed in the open on GitHub with 21 commits in the last 90 days. Key capabilities include Markdown Serving, Obsidian Integration, and Cited Context. It exposes integrations via an MCP server.

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

  • ✓Markdown Serving
  • ✓Obsidian Integration
  • ✓Cited Context
  • ✓RAG Support
  • ✓Agent Context
Tags
rag-contextmarkdown-serverobsidian-ragagent-contextmcp-server
AI capabilities
Text
Inference: Hybrid

Built with & integrations

Framework
FastAPI
Connectors
MCP
Runs on
CLIAPI-only

Trust & compliance

License
Apache-2.0
Verified signals
✓HTTPS✓Open Source✓GitHub · ★ 1✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed29 Jul · 12:28 UTC
    llmwiki-serve verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about llmwiki-serve

What is llmwiki-serve?
Llmwiki-serve focuses on converting personal knowledge bases (Markdown/Obsidian) into structured, citable context that LLM agents can reliably use. It is catalogued under AI & ML on PulseGate.
Who is llmwiki-serve for?
llmwiki-serve is an open-source project built for AI developers and researchers.
Is llmwiki-serve free?
Yes — llmwiki-serve is open source under the Apache-2.0 license and free to use.
What platforms does llmwiki-serve run on?
llmwiki-serve runs on the command line and API.
Is llmwiki-serve still active?
The GitHub repository shows 21 commits in the last 90 days.
What projects are similar to llmwiki-serve?
Similar projects tracked by PulseGate include llmwiki, hermes-llmwiki, and LLM Wiki.llmwikihermes-llmwikiLLM Wiki
Who makes llmwiki-serve?
llmwiki-serve is developed by Knowledge Bridge Labs.
How long has llmwiki-serve been around?
llmwiki-serve first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 1
License
Apache-2.0
First seen
29 Jul 2026
Built for
AI developers and researchers
Model
Open source
Solves
Converting personal knowledge bases (Markdown/Obsidian) into structured, citable context that LLM agents can reliably use.

Registered as

GitHub
knowledge-bridge-labs/llmwiki-serve
PyPI
llmwiki-serve

Developer

Knowledge Bridge Labs
Small team
↗ GitHub

Open source

View on GitHub →
Stars
1
Forks
0
Open issues
4
Last commit
28 Jul 2026
Commits 90d
21
Contributors
3
Authorship
Small team
Default branch
main
Latest release
v0.2.1 · 22 Jul 2026

Live coverage

Identity confidence
Low · 64
Indexed
29 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
29 Jul 2026
Identity audit (13)
Slug
llmwiki-serve-pypi-org
Lifecycle state recorded
29 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
29 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.
Last updated
29 Jul 2026
Canonical URL
https://pypi.org/project/llmwiki-serve

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Similar apps

Closest matches by what these projects do

  • LLllmwikiatomicstrata.ai
  • HEhermes-llmwikipypi.org
  • LWLLM Wikillm-wiki.net
  • LLllm-kastengithub.com