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kimi-mcp: owned MCP server exposing Kimi k2.5 as ask_kimi/review_with_kimi consult tools
33dc3ce36249626225cd0ea0f088e3026b17a1c0 · 2026-07-24 23:21:18 -0700 · Steve
Files touched
A .gitignoreA README.mdA package-lock.jsonA package.jsonA scripts/smoke.mjsA server.mjs
Diff
commit 33dc3ce36249626225cd0ea0f088e3026b17a1c0
Author: Steve <steve@designerwallcoverings.com>
Date: Fri Jul 24 23:21:18 2026 -0700
kimi-mcp: owned MCP server exposing Kimi k2.5 as ask_kimi/review_with_kimi consult tools
---
.gitignore | 8 +
README.md | 38 ++
package-lock.json | 1182 +++++++++++++++++++++++++++++++++++++++++++++++++++++
package.json | 18 +
scripts/smoke.mjs | 26 ++
server.mjs | 125 ++++++
6 files changed, 1397 insertions(+)
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..1924158
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,8 @@
+node_modules/
+.env*
+tmp/
+*.log
+.DS_Store
+dist/
+build/
+.next/
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..182bd03
--- /dev/null
+++ b/README.md
@@ -0,0 +1,38 @@
+# kimi-mcp
+
+Owned MCP server that exposes **Moonshot Kimi (`kimi-k2.5`)** to Claude Code as
+two **consult** tools. No Kimi CLI, no subscription — it calls the Moonshot API
+directly with your existing `MOONSHOT_API_KEY`.
+
+Model + temperature match the `/dtd` panel (`kimi-k2.5`, `temperature=1`,
+`api.moonshot.ai`) so this is the same Kimi lens you already trust — just
+available as an on-demand tool instead of only inside the debate panel.
+
+## Tools
+
+| Tool | Args | What it does |
+|------|------|--------------|
+| `ask_kimi` | `prompt`, `system?` | Ask Kimi a self-contained question; returns its answer + a cost footer. |
+| `review_with_kimi` | `code`, `focus?`, `context?` | Independent adversarial code/diff review. |
+
+**Scope: consult only.** Kimi gets no filesystem, bash, or agent loop here — it
+answers, it does not act. Paste any needed context/code inline.
+
+## Config
+
+Reads env:
+- `MOONSHOT_API_KEY` (required) — routed by the `secrets` skill.
+- `KIMI_MODEL` (optional, default `kimi-k2.5`) — e.g. `kimi-k2.7-code`.
+- `KIMI_MAX_TOKENS` (optional, default `8000`).
+
+## Smoke test
+
+```sh
+MOONSHOT_API_KEY=… npm run smoke # expects: reply="KIMI_OK"
+```
+
+## Wired into Claude Code
+
+Registered in `~/.claude.json` as MCP server `kimi` (command `node
+~/Projects/kimi-mcp/server.mjs`, `MOONSHOT_API_KEY` in its env block). New
+sessions pick it up automatically; a running session needs `/clear` or restart.
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..4f51dbe
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,1182 @@
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+ "license": "MIT",
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+ "license": "MIT",
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+ "node": ">=0.6"
+ }
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+ "version": "2.1.0",
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+ "license": "MIT",
+ "funding": {
+ "url": "https://github.com/sponsors/colinhacks"
+ }
+ },
+ "node_modules/zod-to-json-schema": {
+ "version": "3.25.2",
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+ "license": "ISC",
+ "peerDependencies": {
+ "zod": "^3.25.28 || ^4"
+ }
+ }
+ }
+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..42d74d1
--- /dev/null
+++ b/package.json
@@ -0,0 +1,18 @@
+{
+ "name": "kimi-mcp",
+ "version": "1.0.0",
+ "private": true,
+ "type": "module",
+ "description": "Owned MCP server exposing Moonshot Kimi (kimi-k2.5) as ask_kimi / review_with_kimi consult tools — no CLI, no subscription, uses MOONSHOT_API_KEY.",
+ "bin": {
+ "kimi-mcp": "server.mjs"
+ },
+ "scripts": {
+ "start": "node server.mjs",
+ "smoke": "node scripts/smoke.mjs"
+ },
+ "dependencies": {
+ "@modelcontextprotocol/sdk": "^1.0.0",
+ "zod": "^3.23.0"
+ }
+}
diff --git a/scripts/smoke.mjs b/scripts/smoke.mjs
new file mode 100644
index 0000000..42c0ce1
--- /dev/null
+++ b/scripts/smoke.mjs
@@ -0,0 +1,26 @@
+#!/usr/bin/env node
+// Round-trips the Moonshot API on the configured model to prove auth + model
+// are good before wiring the MCP into Claude Code. Reads MOONSHOT_API_KEY from
+// env (pass it in — this repo never stores the key).
+const KEY = process.env.MOONSHOT_API_KEY;
+const MODEL = process.env.KIMI_MODEL || 'kimi-k2.5';
+if (!KEY) { console.error('MOONSHOT_API_KEY not set'); process.exit(2); }
+
+const res = await fetch('https://api.moonshot.ai/v1/chat/completions', {
+ method: 'POST',
+ headers: { Authorization: `Bearer ${KEY}`, 'Content-Type': 'application/json' },
+ body: JSON.stringify({
+ model: MODEL,
+ temperature: 1,
+ max_tokens: 64,
+ messages: [{ role: 'user', content: 'Reply with exactly: KIMI_OK' }],
+ }),
+});
+if (!res.ok) { console.error(`FAIL ${res.status}: ${await res.text()}`); process.exit(1); }
+const data = await res.json();
+const msg = data.choices?.[0]?.message || {};
+const text = (msg.content || msg.reasoning_content || '').trim();
+const u = data.usage || {};
+const cost = (u.prompt_tokens || 0) * 5.5e-7 + (u.completion_tokens || 0) * 2.2e-6;
+console.log(`model=${MODEL} reply="${text}" tokens=${u.prompt_tokens}/${u.completion_tokens} cost=~$${cost.toFixed(5)}`);
+process.exit(text.includes('KIMI_OK') ? 0 : 1);
diff --git a/server.mjs b/server.mjs
new file mode 100644
index 0000000..9190da3
--- /dev/null
+++ b/server.mjs
@@ -0,0 +1,125 @@
+#!/usr/bin/env node
+// kimi-mcp — owned MCP server exposing Moonshot Kimi as consult tools.
+// Scope: consult only (ask / review). Kimi gets NO filesystem, bash, or agent
+// loop here — it answers, it does not act. Model + temperature match the /dtd
+// panel (kimi-k2.5, temp=1) so this is the same Kimi lens Steve already trusts.
+import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
+import { StdioServerTransport } from '@modelcontextprotocol/sdk/server/stdio.js';
+import { z } from 'zod';
+
+// ── Constants ────────────────────────────────────────────────────────────────
+const MOONSHOT_API_KEY = process.env.MOONSHOT_API_KEY;
+const MOONSHOT_BASE = 'https://api.moonshot.ai/v1'; // global endpoint (matches /dtd), NOT .cn
+const MODEL = process.env.KIMI_MODEL || 'kimi-k2.5'; // /dtd bakeoff pick; override via KIMI_MODEL
+const TEMPERATURE = 1; // Moonshot REQUIRES temp=1 for the k2.x/k3 family
+const MAX_TOKENS = Number(process.env.KIMI_MAX_TOKENS || 8000);
+
+// kimi-k2.5 pay-as-you-go rates (per token), from cost-tracker/pricing.json
+const RATE_IN = 5.5e-7;
+const RATE_OUT = 2.2e-6;
+
+// ── Moonshot chat helper ───────────────────────────────────────────────────
+// Returns { text, usage, cost }. Handles the reasoning-model quirk where the
+// visible answer lands in reasoning_content while content comes back empty
+// (the exact failure that produced silent-empty Kimi votes in /dtd).
+async function askKimi(messages) {
+ if (!MOONSHOT_API_KEY) throw new Error('MOONSHOT_API_KEY is not set');
+
+ const body = {
+ model: MODEL,
+ messages,
+ temperature: TEMPERATURE,
+ max_tokens: MAX_TOKENS,
+ };
+
+ const call = () => fetch(`${MOONSHOT_BASE}/chat/completions`, {
+ method: 'POST',
+ headers: {
+ Authorization: `Bearer ${MOONSHOT_API_KEY}`,
+ 'Content-Type': 'application/json',
+ },
+ body: JSON.stringify(body),
+ });
+
+ let res = await call();
+ if (res.status === 429) { // gentle single retry on rate-limit
+ await new Promise(r => setTimeout(r, 10_000));
+ res = await call();
+ }
+ if (res.status === 401) throw new Error('MOONSHOT_API_KEY invalid or expired');
+ if (!res.ok) throw new Error(`Moonshot API error ${res.status}: ${await res.text()}`);
+
+ const data = await res.json();
+ const msg = data.choices?.[0]?.message || {};
+ const text = (msg.content && msg.content.trim())
+ || (msg.reasoning_content && msg.reasoning_content.trim()) // reasoning-model fallback
+ || '[kimi returned an empty message]';
+
+ const usage = data.usage || { prompt_tokens: 0, completion_tokens: 0 };
+ const cost = usage.prompt_tokens * RATE_IN + usage.completion_tokens * RATE_OUT;
+ return { text, usage, cost };
+}
+
+// One-line cost footer so every paid call surfaces its spend (Steve's rule).
+function footer({ usage, cost }) {
+ return `\n\n---\n_Kimi ${MODEL} · ${usage.prompt_tokens || 0} in / ${usage.completion_tokens || 0} out · ~$${cost.toFixed(4)}_`;
+}
+
+function ok(result) {
+ return { content: [{ type: 'text', text: result.text + footer(result) }] };
+}
+function fail(err) {
+ return { content: [{ type: 'text', text: `Kimi error: ${err.message}` }], isError: true };
+}
+
+// ── MCP server ───────────────────────────────────────────────────────────────
+const server = new McpServer({ name: 'kimi-mcp', version: '1.0.0' });
+
+server.tool(
+ 'ask_kimi',
+ 'Ask Moonshot Kimi (kimi-k2.5) a question and return its answer. Use for a second-opinion / independent reasoning lens, or to offload a self-contained analysis to a different model. Kimi has no access to your files — include any needed context in the prompt.',
+ {
+ prompt: z.string().describe('The question or task for Kimi. Self-contained — paste any needed context/code inline.'),
+ system: z.string().optional().describe('Optional system instruction to steer Kimi (persona, format, constraints).'),
+ },
+ async ({ prompt, system }) => {
+ try {
+ const messages = [];
+ if (system) messages.push({ role: 'system', content: system });
+ messages.push({ role: 'user', content: prompt });
+ return ok(await askKimi(messages));
+ } catch (err) {
+ return fail(err);
+ }
+ },
+);
+
+server.tool(
+ 'review_with_kimi',
+ 'Have Kimi (kimi-k2.5) review a code snippet or diff for bugs, security issues, edge cases, and quality — an independent adversarial reviewer lens. Paste the code directly (Kimi cannot read your filesystem).',
+ {
+ code: z.string().describe('The code, snippet, or unified diff to review. Paste it inline.'),
+ focus: z.string().optional().describe('Optional aspect to prioritize (e.g. "security", "concurrency", "the error paths").'),
+ context: z.string().optional().describe('Optional surrounding context — what the code does, language, constraints.'),
+ },
+ async ({ code, focus, context }) => {
+ try {
+ const focusNote = focus ? ` Focus especially on: ${focus}.` : '';
+ const ctxNote = context ? `Context: ${context}\n\n` : '';
+ const messages = [
+ {
+ role: 'system',
+ content: `You are an expert, skeptical code reviewer. Find real bugs, security issues, race conditions, edge cases, and quality problems. Be specific and actionable — cite the line/construct and give the fix. If the code is genuinely fine, say so briefly rather than inventing nits.${focusNote}`,
+ },
+ { role: 'user', content: `${ctxNote}Review this code:\n\n\`\`\`\n${code}\n\`\`\`` },
+ ];
+ return ok(await askKimi(messages));
+ } catch (err) {
+ return fail(err);
+ }
+ },
+);
+
+const transport = new StdioServerTransport();
+await server.connect(transport);
+console.error(`kimi-mcp up · model=${MODEL} · key=${MOONSHOT_API_KEY ? 'present' : 'MISSING'}`);
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