TachiBot MCP

Multi-Model AI Orchestration Platform

48 AI tools. 7 providers. One protocol.

Orchestrate Perplexity, Grok, GPT-5, Gemini, Qwen, Kimi K2.5, and MiniMax M2.1 from Claude Code, Claude Desktop, Cursor, or any MCP client.

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What's New in v2.14.7

Gemini Judge & Jury System

• gemini_judge — Science-backed LLM-as-a-Judge (arXiv:2411.15594). 4 modes: synthesize, evaluate, rank, resolve
• jury — Multi-model jury panel. Configurable jurors (grok, openai, qwen, kimi, perplexity, minimax) run in parallel, Gemini synthesizes the verdict. Based on "Replacing Judges with Juries" (Cohere, arXiv:2404.18796)

Perplexity Model Fixes

• Fixed sonar-pro model ID (was accidentally using lightweight sonar)
• perplexity_research now uses sonar-deep-research — exhaustive multi-source reports in a single call

Qwen3-Coder-Next

qwen_coder now runs on Qwen3-Coder-Next (Feb 2026) — purpose-built for agentic coding:

	Before (qwen3-coder)	After (qwen3-coder-next)
Params	480B / ~35B active	80B / 3B active
Context	131K	262K
SWE-Bench	69.6%	>70%
Pricing	$0.22/$0.88 per M	$0.07/$0.30 per M

3x cheaper, 2x context, better benchmarks. Falls back to legacy 480B on provider failure.

Kimi K2.5 Suite (4 tools)

Tool	Capability	Highlight
kimi_thinking	Step-by-step reasoning	Agent Swarm architecture
kimi_code	Code generation & fixing	SWE-Bench 76.8%
kimi_decompose	Task decomposition	Dependency graphs, parallel subtasks
kimi_long_context	Document analysis	256K context window

MiniMax M2.1 (2 tools)

• minimax_code — SWE tasks at very low cost (72.5% SWE-Bench)
• minimax_agent — Agentic workflows (77.2% τ²-Bench)

Qwen Reasoning

• qwen_reason — Heavy reasoning with Qwen3-Max-Thinking (>1T params, 98% HMMT math)

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Key Features

Multi-Model Intelligence

• 48 AI Tools across 7 providers — Perplexity, Grok, GPT-5, Gemini, Qwen, Kimi, MiniMax
• Multi-Model Council — planner_maker synthesizes plans from 5+ models
• Smart Routing — Automatic model selection for optimal results
• OpenRouter Gateway — Optional single API key for all providers

Advanced Workflows

• YAML-Based Workflows — Multi-step AI processes with dependency graphs
• Prompt Engineering — 14 research-backed techniques built-in
• Verification Checkpoints — 50% / 80% / 100% with automated quality scoring
• Parallel Execution — Run multiple models simultaneously

Tool Profiles

Profile	Tools	Best For
Minimal	12	Quick tasks, low token budget
Research Power	30	Deep investigation, multi-source
Code Focus	28	Software development, SWE tasks
Balanced	38	General-purpose, mixed workflows
Heavy Coding (default)	44	Max code tools + agentic workflows
Full	50	Everything enabled

Developer Experience

• Claude Code — First-class support
• Claude Desktop — Full integration
• Cursor — Works seamlessly
• TypeScript — Fully typed, extensible

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Quick Start

Installation

npm install -g tachibot-mcp

Setup

Gateway Mode (Recommended) — 2 keys, all providers:

{
  "mcpServers": {
    "tachibot": {
      "command": "tachibot",
      "env": {
        "OPENROUTER_API_KEY": "sk-or-xxx",
        "PERPLEXITY_API_KEY": "pplx-xxx",
        "USE_OPENROUTER_GATEWAY": "true"
      }
    }
  }
}

Direct Mode — One key per provider:

{
  "mcpServers": {
    "tachibot": {
      "command": "tachibot",
      "env": {
        "PERPLEXITY_API_KEY": "your-key",
        "GROK_API_KEY": "your-key",
        "OPENAI_API_KEY": "your-key",
        "GOOGLE_API_KEY": "your-key",
        "OPENROUTER_API_KEY": "your-key"
      }
    }
  }
}

Get keys: OpenRouter | Perplexity

See Installation Guide for detailed instructions.

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Tool Ecosystem (48 Tools)

Research & Search (6)

perplexity_ask · perplexity_research · perplexity_reason · grok_search · openai_search · gemini_search

Reasoning & Planning (8)

grok_reason · openai_reason · qwen_reason · kimi_thinking · kimi_decompose · planner_maker · planner_runner · list_plans

Code Intelligence (8)

kimi_code · grok_code · grok_debug · qwen_coder · qwen_algo · qwen_competitive · minimax_code · minimax_agent

Analysis & Brainstorming (9)

gemini_analyze_text · gemini_analyze_code · gemini_brainstorm · openai_brainstorm · openai_code_review · openai_explain · grok_brainstorm · grok_architect · kimi_long_context

Meta & Orchestration (5)

think · nextThought · focus · tachi · usage_stats

Workflows (9)

workflow · workflow_start · continue_workflow · list_workflows · create_workflow · visualize_workflow · workflow_status · validate_workflow · validate_workflow_file

Prompt Engineering (3)

list_prompt_techniques · preview_prompt_technique · execute_prompt_technique

Advanced Modes (bonus)

• Challenger — Critical analysis with multi-model fact-checking
• Verifier — Multi-model consensus verification
• Scout — Hybrid intelligence gathering

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Example Usage

Multi-Model Planning

// Create a plan with multi-model council
planner_maker({ task: "Build a REST API with auth and tests", mode: "start" })
// → Grok searches → Qwen analyzes → Kimi decomposes → GPT critiques → Gemini synthesizes

// Execute with checkpoints
planner_runner({ plan: planContent, mode: "step", stepNum: 1 })
// → Automatic verification at 50%, 80% (kimi_decompose), and 100%

Task Decomposition

kimi_decompose({
  task: "Migrate monolith to microservices",
  depth: 3,
  outputFormat: "dependencies"
})
// → Structured subtasks with IDs, parallel flags, acceptance criteria

Code Review

kimi_code({
  task: "review",
  code: "function processPayment(amount, card) { ... }",
  language: "typescript"
})
// → SWE-Bench 76.8% quality analysis

Deep Reasoning

focus({
  query: "Design a scalable event-driven architecture",
  mode: "deep-reasoning",
  models: ["grok", "gemini", "kimi"],
  rounds: 5
})

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Documentation

• Full Documentation
• Installation Guide
• Configuration
• Tools Reference
• Workflows Guide
• API Keys Guide
• Focus Modes

Setup Guides

• Claude Code Setup
• Claude Desktop Setup
• Both Platforms

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Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

• Report Issues
• Request Features

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Website · Docs · npm · Issues

AGPL-3.0 — see LICENSE for details.

Made with care by @byPawel

Multi-model AI orchestration, unified.