Display Name
SwarmVault
Category
Agent Skills
Sub-Category
General
Primary Link
https://github.com/swarmclawai/swarmvault
Author Name
waydelyle
Author Link
https://github.com/waydelyle
License
MIT
Other License
No response
Description
Local-first RAG knowledge base compiler that turns raw research, docs, and code into a persistent markdown wiki, typed knowledge graph, and hybrid SQLite FTS + embeddings search. Ships an MCP server so Claude Code can query, compile, and lint the wiki directly. Works fully offline with a built-in heuristic provider, or pair with Ollama for local embeddings.
Validate Claims
Install with npm install -g @swarmvaultai/cli, then run swarmvault demo to create a sample vault with three sources and open the interactive graph viewer. No API keys required. Register the MCP server in Claude Code (npx -y @swarmvaultai/cli mcp over stdio) and ask Claude to query the demo vault.
Specific Task(s)
Point Claude Code at a repo or a folder of markdown notes, compile it into a SwarmVault vault, and query the resulting knowledge graph. For example: run swarmvault scan ./some-repo to ingest and compile, then ask Claude to summarize the three highest-centrality concepts in the graph and explain how they relate.
Specific Prompt(s)
Scan the current directory as a SwarmVault vault, compile it, then use the SwarmVault MCP tools to find the top three concepts by graph centrality and explain how they relate to each other. Cite the source pages for each claim.
Additional Comments
No response
Recommendation Checklist
Display Name
SwarmVault
Category
Agent Skills
Sub-Category
General
Primary Link
https://github.com/swarmclawai/swarmvault
Author Name
waydelyle
Author Link
https://github.com/waydelyle
License
MIT
Other License
No response
Description
Local-first RAG knowledge base compiler that turns raw research, docs, and code into a persistent markdown wiki, typed knowledge graph, and hybrid SQLite FTS + embeddings search. Ships an MCP server so Claude Code can query, compile, and lint the wiki directly. Works fully offline with a built-in heuristic provider, or pair with Ollama for local embeddings.
Validate Claims
Install with
npm install -g @swarmvaultai/cli, then runswarmvault demoto create a sample vault with three sources and open the interactive graph viewer. No API keys required. Register the MCP server in Claude Code (npx -y @swarmvaultai/cli mcpover stdio) and ask Claude to query the demo vault.Specific Task(s)
Point Claude Code at a repo or a folder of markdown notes, compile it into a SwarmVault vault, and query the resulting knowledge graph. For example: run
swarmvault scan ./some-repoto ingest and compile, then ask Claude to summarize the three highest-centrality concepts in the graph and explain how they relate.Specific Prompt(s)
Scan the current directory as a SwarmVault vault, compile it, then use the SwarmVault MCP tools to find the top three concepts by graph centrality and explain how they relate to each other. Cite the source pages for each claim.
Additional Comments
No response
Recommendation Checklist