local-rag-wiki

A repo-local RAG wiki for AI agents: a per-repository MCP knowledge service (governed search / read / write of Markdown wiki notes) plus an installer that wires it into your agent tooling. Docker is required to run the service.

Quick start (recommended)

Pre-pull the service image before your first agent session to avoid cold-start delays:

docker pull ihorleleka/project-rag-wiki:latest

Install

Run in your repository root:

npx github:ihorleleka/Local-Rag-Wiki install .

This scaffolds the managed .agents/ runner, the AGENTS.md policy section, DSH workspace assets (.dsh/mcp.servers.yml and its scoped MCP bridge), Claude Code, Codex, VS Code, and OpenCode, plus a wiki/ folder. The DSH bridge stays under .dsh/; it is never installed as a repository-root .dsh-mcp-client.js. These integrations are additive. The MCP service starts per repository when a configured agent client connects. Pre-pulling the image (above) is recommended before running the agent in a fresh environment.

DeepSeek Harness

Install the native DSH bundle once into the profile you use (usually web):

dsh plugin --profile web add github:ihorleleka/Local-Rag-Wiki

Restart that DSH profile, open an installed repository as its workspace, and start a session. On DSH's native agent/created / agent/session-start lifecycle, the bundle reads the active workspace's .dsh/mcp.servers.yml, validates its wiki-manager entry against the managed install marker, resolves the configured node executable through DSH's subprocess service, and mounts the bridge through agent.ctx. It never uses process.execPath, because that is the Electron executable in DSH Desktop. Initial discovery finishes before the model request is assembled, exposing stable native mcp__wiki-manager__* tools on that agent's tool scope. Identical namespaces can coexist in different agent scopes without leaking tools between sessions.

The scoped bridge source is delivered as .dsh/.dsh-mcp-client.js (never at repository root) and follows DSH's MCP transport, reconnect, tool-schema, and execution pipeline. The canonical config path is .dsh/mcp.servers.yml; a legacy dsh/mcp.servers.yml is accepted only when the canonical file is absent. DSH core does not auto-load this file—the trusted profile bundle is its loader. Do not add a second global MCP client for the same server.

The bundle also performs bounded wiki recall once per turn for a material, direct user prompt. Tool results, plugin context, delegated control messages, and later tool-loop steps do not trigger recall. After the scoped bridge is ready, agent/pre-step dispatches wiki_search through DSH's existing tool registry—first depth="abstract" (L0), then matching depth="packet" context (L1). It does not spawn a second runner. Recall is per-workspace cached and in-flight deduplicated, L1 packets are rate-limited, and full L2 wiki_read remains model-directed. Injected recall is turn-scoped; when the turn stops, its payload is replaced by a small expiry marker so it cannot accumulate or silently govern later turns.

The governed wiki and its MCP search are the only DSH memory path; the bundle does not capture local prompt history. Claude Code connects to the same runner through its MCP configuration without repository prompt-history hooks. See .dsh/README.md for the workspace boundary.

Update

After install, refresh the managed files from inside the repo — no npx needed:

.agents\update-wiki-kit.cmd --force

sh .agents/update-wiki-kit.sh --force

Lifecycle

npx github:ihorleleka/Local-Rag-Wiki status .
npx github:ihorleleka/Local-Rag-Wiki restart .
npx github:ihorleleka/Local-Rag-Wiki doctor . --live

start ., stop ., and pull . are available the same way. The repository container persists independently of individual agent clients.

How it works

• This package is the installer: it scaffolds and maintains the .agents/ runner and MCP configuration in a consumer repository.
• kb-service/ is the Dockerized MCP knowledge service the runner launches per repository. It serves wiki_search, wiki_read, wiki_list, wiki_tree, wiki_schema_report, wiki_write, wiki_capture, wiki_delete, and wiki_rename over POST /mcp/ (loopback by default), with hash-protected writes. wiki_search supports tiered retrieval (depth=abstract|packet) plus path_prefix directory scoping.

Versioning

The installer and kb-service ride the same Git tag (X.Y.Z or vX.Y.Z). Release automation:

• tag-version-verify.yml
• docker-release.yml

License

MIT (see kb-service/LICENSE).