Cherry Tool Guide
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About this capability
Cherry Studio first-party tool and bundled-shell routing for general agents. For straightforward local work in shell-capable sessions, run JS/TS with `bun <file>` and one-off JS tools with `bun x`; run Python with `uv run [--with <pkg>] python` and one-off Python CLIs with `uvx`; search with `rg`. L
What this skill tells your AI
The instructions your AI receives, as published by cherryhq/cherry-studio in resources/skills/cherry-tool-guide/SKILL.md and read by ahel’s review.
Cherry Studio injects first-party tools into your session over four MCP servers
(mcp__cherry-tools__*, mcp__agent-memory__*, mcp__skills__*, mcp__mcp-manager__*)
and gives shell-capable general agents bundled runtimes for local execution. The MCP
tools act on the running app — the user's knowledge bases, IM channels, schedules,
managed CLIs, skill library, and MCP server registry — through boundaries only Cherry
owns. Shell and file tools cannot reach those app boundaries correctly; use the bundled
runtimes only for the local execution cases routed below.
This file is a router. It carries only the global rules and the intent → tool → reference table. Each reference holds that domain's prerequisites, sequencing, conditional availability, output interpretation, recovery, and examples. Read the one reference the task needs (and any it cross-links to) before calling — don't work from this page alone.
Tool names here are fully qualified (mcp__server__tool); the exact names exposed in
your session are authoritative if they ever differ. This guide never restates argument
shapes — the live tool schema in your session is the authoritative source for
parameter names, enums, and required fields. Read it before every call.
Global rules
- Check availability first. Several tools are conditional (each reference says which). If a tool is not in your live tool list, its capability is unavailable in this session — say so honestly and stop; never pretend a call succeeded or fabricate a result.
- Don't reach around Cherry's mutation boundaries. Knowledge bases, IM channels,
schedules, managed CLIs, skills, and registered MCP servers are mutated only through
these tools. Do not shell out to
npm install,git clone,crontab, or hand-edit knowledge or MCP settings files to accomplish these — the tool does bookkeeping (registration, scoping, approval, sync) that a raw shell command skips. Shell is fine for inspection (e.g.command -vto probe PATH) — just not to perform the owned mutation. - Honor approval.
mcp__cherry-tools__kb_manage,mcp__cherry-tools__cli_install,mcp__cherry-tools__session_create,mcp__cherry-tools__session_send,mcp__skills__install_skill, andmcp__mcp-manager__install_mcp_serverare gated by the session's approval mode. Call them only once the user's intent is clear; if approval is declined, stop and report — do not retry the same effect through another route. - Intent still gates auto-approved effects. Memory writes, schedule changes, notifications, and agent/channel configuration may execute without an approval card. Do not call them merely because they are available; first make sure the user requested the effect or it is necessary to complete an already-approved task.
Routing table
| User intent | Route to | Reference |
|---|---|---|
| Look up current/online facts, news, docs | mcp__cherry-tools__web_search → mcp__cherry-tools__web_fetch | web.md |
| Browser interaction (click, forms, screenshots) | (unavailable via web built-ins) | web.md |
| Answer from the user's own documents | mcp__cherry-tools__kb_list → mcp__cherry-tools__kb_search → mcp__cherry-tools__kb_read | knowledge.md |
| Add / delete / re-index knowledge | mcp__cherry-tools__kb_manage (resolve IDs first; needs approval) | knowledge.md |
| Read or convert a local document | mcp__cherry-tools__to_markdown → read the returned temporary Markdown path as needed | documents.md |
| Recall a past fact, correction, or preference | mcp__agent-memory__memory (search) before re-asking | memory.md |
| Save durable knowledge vs. a one-off event | mcp__agent-memory__memory (update vs. append) | memory.md |
| Schedule a recurring / future task | mcp__cherry-tools__cron (Cherry scheduling only) | autonomy.md |
| Proactively message the user or send a file | mcp__cherry-tools__notify | autonomy.md |
| Inspect / connect / repair IM channels, rename agent | mcp__cherry-tools__config | autonomy.md |
| Find, create, message, or inspect work across Agent Sessions | mcp__cherry-tools__session_list / session_search / session_create / session_send / session_deliveries | sessions.md |
| Generate an image | mcp__cherry-tools__generate_image (needs a painting model) | outputs.md |
| Declare final deliverable file(s) | mcp__cherry-tools__report_artifacts | outputs.md |
| Run JS/TS or Python, invoke a one-off package, search local code/files | bundled bun, uv / uvx, or rg according to task lifetime | cli.md |
| Find / install a command-line tool | command -v check → mcp__cherry-tools__cli_list → mcp__cherry-tools__cli_search → mcp__cherry-tools__cli_install (approval) | cli.md |
| Find / install a new capability skill | mcp__skills__search_skills → mcp__skills__install_skill (approval) | skills.md |
| Register a new MCP server the user supplied | mcp__mcp-manager__install_mcp_server (approval; never invent the config) | mcp.md |
When a tool isn't there
Two different situations, don't confuse them:
- The tool is absent from your live list → the capability is unavailable this session (e.g. no knowledge base in scope, or CLI management disabled for a shell-less agent). Explain what's missing and what the user can do; don't work around it with shell/file tools. The reference for that domain says exactly when it can be absent.
- The tool is listed but reports a missing dependency → e.g.
mcp__cherry-tools__notifywith no connected channel, ormcp__cherry-tools__generate_imagewith no painting model. It stays listed and returns a note; relay the note and point the user at configuration — don't retry blindly or fake success.
On any tool error result (bad ID, unsupported channel/file, invalid recipe), read the message and correct the call; don't silently retry the same arguments. On declined approval, stop and report — never re-attempt the mutation through a different route.
Out of scope
Not covered here: SDK-native Read/Edit/Bash and orchestration tools; calling the
tools of a third-party (user-configured) MCP server — only registering one is in scope,
see mcp.md; the AI-SDK chat read_file attachment reader (a
chat-path tool, not exposed on this MCP surface); and the role-specific
mcp__assistant__* navigation/diagnosis tools, which belong to the Cherry Assistant and
its own guide.
Signals
- GitHub stars
- 52k
- Forks
- 5k
- Last commit
- Sep 2026
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cherry-tool-guide- Source
- github.com/cherryhq/cherry-studio