`weknora mcp serve` — long-lived stdio MCP (Model Context Protocol) transport that exposes a fixed, curated tool surface to MCP-aware agents (Claude Desktop, Claude Code, custom MCP clients). Curated tool set (readonly by default): - whoami — active context + tenant - search (hybrid retrieval against a KB) - kb list / view - doc list / view - agent list / view / invoke - session list / view The list is intentionally narrow to the read + agent-invoke surface; destructive verbs (`delete` / `empty` / `upload`) are gated behind `--write`. Schema is built from each leaf cobra command's flags so adding a new tool is a single registry entry plus a Service interface. Includes the simplify post-review polish + a second simplify pass to fold the resulting feedback (typed schemas, agent_help wording, unify chat / agent invoke option names).
weknora — WeKnora CLI
A command-line interface for the WeKnora RAG knowledge-base server. Lets you authenticate, manage knowledge bases and documents, run hybrid search, and ask streaming RAG questions from your terminal or from an AI agent.
$ weknora --help
WeKnora CLI lets you authenticate, browse knowledge bases, and run
hybrid searches against a WeKnora server from your shell or an AI agent.
Available Commands:
api Make a raw API request to the WeKnora server
auth Manage authentication credentials and contexts
chat Ask a streaming RAG question against a knowledge base
context Manage CLI contexts (named connection targets)
doc Manage documents in a knowledge base
doctor Run 4 self-checks: base URL, auth, server version, credential storage
kb Manage knowledge bases
link Bind the current directory to a knowledge base
search Search across chunks, knowledge bases, documents, or sessions
session Manage chat sessions
version Show CLI build metadata
The command surface mirrors gh CLI's <noun> <verb> convention. See
AGENTS.md for the operational contract that AI agents
(Claude Code, Cursor, Aider, …) can rely on: envelope schema, exit-code
protocol, error-code registry, and per-command guidance.
Install
From source
Requires Go 1.24+.
git clone https://github.com/Tencent/WeKnora.git
cd WeKnora/cli
go build -o weknora .
sudo mv weknora /usr/local/bin/ # or anywhere on $PATH
Pre-built binaries
Pre-built binaries for Linux / macOS / Windows are produced by CI on each release. Grab the latest from the Releases page once v0.2 ships.
5-minute quickstart
# 1. Log in to your WeKnora server (interactive password prompt)
weknora auth login --host https://kb.example.com
# 2. Or pipe an API key from stdin (for CI / agents)
echo "sk-..." | weknora auth login --host https://kb.example.com --with-token
# 3. List knowledge bases
weknora kb list
# 4. Bind this directory to a knowledge base — subsequent commands auto-resolve --kb
weknora link --kb my-knowledge-base
# 5. Upload a document
weknora doc upload notes.md
# 6. Search
weknora search chunks "what is reciprocal rank fusion?"
# 7. Ask the LLM (streams to terminal)
weknora chat "summarise the design doc"
Multi-context
Switch between several WeKnora servers (or several tenants on the same server) without re-logging in:
weknora auth login --host https://prod.example.com --name prod
weknora auth login --host https://staging.example.com --name staging --with-token < .staging-key
weknora auth list
weknora context use prod
Credentials are persisted to your OS keyring (Keychain on macOS, libsecret on
Linux, Wincred on Windows) when available, otherwise to a 0600-mode file
under $XDG_CONFIG_HOME/weknora/secrets/. The active context lives in
~/.config/weknora/config.yaml.
To remove a context's stored credentials:
weknora auth logout # current context
weknora auth logout --name staging # specific
weknora auth logout --all
JSON envelope output
Every command supports --json, returning a stable envelope shape:
{
"ok": true,
"data": { /* command-specific payload */ },
"_meta": { "context": "prod", "kb_id": "a32a63ff-fb36-4874-bcaa-30f48570a694" }
}
On error:
{
"ok": false,
"error": {
"code": "auth.unauthenticated",
"message": "...",
"hint": "run `weknora auth login`"
}
}
The full schema, error-code registry, and exit-code protocol (0 / 1 / 2 / 10 / 130) are documented in AGENTS.md.
Agent / scripting integration
Designed to be agent-first:
--dry-runpreviews any write command (kb create/delete, doc upload/delete, api POST/PUT/PATCH/DELETE) without hitting the server, emitting an envelope withriskclassification anddry_run: true.-y/--yesskips confirmation prompts for high-risk writes. Without-yon a non-TTY/--jsoninvocation, destructive commands returnerror.code: input.confirmation_requiredand exit code 10 so an agent can ask the user before retrying.--jsoncoexists with the global--context <name>for single-shot context override.- Set
CLAUDECODEorCURSOR_AGENTenvironment variables to surface per-command "AI agents:" guidance in--helpoutput.
Health check
Run weknora doctor for a 4-status diagnostic (OK / warn / fail /
skip) covering base URL reachability, authentication, server-CLI
version skew, and credential storage backend. Add --json for
machine-readable output, --offline to skip network checks.
Development
# Run unit + contract tests
go test ./...
# Run the real-server e2e suite (requires WEKNORA_E2E_HOST + token env vars)
go test -tags acceptance_e2e ./acceptance/e2e/...
# Static analysis
go vet ./...
CI (.github/workflows/cli.yml) runs build + unit + contract tests on Linux /
macOS / Windows × Go 1.24, path-filtered to changes under cli/.
License
MIT — see the repository LICENSE.