data-ai MCP Server
Git-backed wiki engine with MCP server — build knowledge that compounds
Discovered via github-topic:mcp and last synced Today.
Install instructions not detected yet
Check the source repository for the latest setup steps.
`llmwiki schedule --platform windows`
Adapter
Focus
What it's for
What it does
Where
Focus
Auto-generate
`llmwiki schedule --platform linux`
Read
token
`llmwiki schedule --platform macos`
[petgraph](https://crates.io/crates/petgraph) — typed DiGraph
Description
Ad hoc or missed
Git history per page
[tantivy](https://crates.io/crates/tantivy) — BM25, Lucene-class performance
Technology
[git2](https://crates.io/crates/git2) — libgit2 bindings
[agent-client-protocol](https://crates.io/crates/agent-client-protocol)
[rmcp](https://crates.io/crates/rmcp) — stdio + Streamable HTTP
What runs
BM25 full-text search across one or all wikis, with type/status/tag facets
Read a page with optional backlinks
Write a page (validates frontmatter against type schema)
Scaffold a new page; returns local `path` for direct writes
Resolve a slug or `wiki://` URI to its local filesystem path
Validate a path, update the index, commit to git
Typed concept graph — Mermaid, DOT, LLM-readable, or `summary` (aggregate metrics + community stats, no render)
Find pages worth linking by tag overlap, graph distance, BM25 similarity
Wiki health: page counts, type distribution, staleness, graph density; `detail: "full"` adds community centre slugs
Deterministic quality rules: orphans, broken links, missing fields, stale pages; scalable via `summary`, `path_prefix`, `page_size`, `cursor`
Git commit history for a page, with rename following
Show, validate, or template a type schema
What it does
Distil a session into durable wiki pages — decisions, findings, open questions
Process source files from `inbox/` into synthesized, cross-referenced pages
Search the wiki and synthesize an answer from existing knowledge
Structural audit — orphans, broken links, schema issues; uses `summary: true` first for large wikis
Explore and interpret the concept graph
Roadmap
Write full wiki to `llms.txt`, `llms-full`, or JSON — JSON includes custom frontmatter fields per page
Server metadata: version, config path, registered spaces, default wiki, index status
Read or update config values without editing `config.toml` directly
Stage and commit specific pages or all pending changes to git
Rebuild the tantivy index for a wiki space
Check whether the index is up to date
Create a new wiki space at a given path
Register an existing wiki directory as a space
List all registered spaces with status
Remove a registered space (does not delete files)
Set the default wiki for tool calls that omit a wiki name
Clean up built-in schema copies left by the old copy-on-create model; runs `wiki migrate --all`
Paginated page listing with filters; `format: "llms"` for LLM-readable output