TachiBot MCP

# # Multi-Model AI Orchestration Platform

[](# -tool-ecosystem-51-tools)

51 AI tools. 7 providers. One protocol.

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

[Get Started](# -quick-start) &# 183; [View Tools](# -tool-ecosystem-51-tools) &# 183; Documentation

If TachiBot helps your workflow, a star goes a long way.

# What's New in v2.15.0

# # /blueprint Skill — Multi-Model Implementation Planning

New skill that creates bite-sized TDD implementation plans using a 7-step multi-model council:

/blueprint add OAuth with refresh tokens

Pipeline: Grok search → Qwen+Kimi analysis → Kimi decompose → GPT pre-mortem critique → Gemini final judgment → bite-sized TDD output (exact files, test-first steps, commit points).

Bridges planner_maker's multi-model intelligence with the writing-plans execution format.

# # 31 Prompt Engineering Techniques (was 22)

Added 9 research-backed techniques for coding and decision-making:

| Technique | Source | Category |
|- -- -- -- -- --|- -- -- -- -|- -- -- -- -- -|
| reflexion | Shinn et al. 2023 | Engineering |
| react (ReAct) | Yao et al. 2022 | Engineering |
| rubber_duck | Hunt & Thomas 2008 | Engineering |
| test_driven | Beck 2003 | Engineering |
| scot (Structured CoT) | Li et al. 2025 (+13.79% HumanEval) | Structured Coding |
| pre_post (Contracts) | Empirical SE 2025 | Structured Coding |
| bdd_spec (Given/When/Then) | BDD 2025 | Structured Coding |
| least_to_most | Zhou et al. 2022 | Research |
| pre_mortem | Klein 2007 | Decision |

Techniques are embedded directly in tool system prompts for automatic application.

# # MiniMax M2.5 Upgrade

• minimax_code — SWE-Bench 80.2%, per-task TECHNIQUE tags (SCoT, reflexion, rubber_duck), per-task temperatures
• minimax_agent — ReAct + least-to-most decomposition protocol, HALT criteria

# # Enhanced Skills

• /breakdown — now uses least_to_most ordering + pre_mortem failure analysis
• /judge — first judge now runs pre-mortem ("assume this FAILED")
• /decompose — deep-dives include pre/post contracts per sub-problem
• /prompt — auto-recommend flow with 30-intent matching guide, 13 categories

# Skills (Claude Code)

TachiBot ships with 9 slash commands for Claude Code. These orchestrate the tools into powerful workflows:

| Skill | What it does | Example |
|- -- -- --|- -- -- -- -- -- --|- -- -- -- --|
| /blueprint | Multi-model planning → bite-sized TDD steps | /blueprint add OAuth with refresh tokens |
| /judge | Multi-model council - parallel analysis with synthesis | /judge how to implement rate limiting |
| /think | Sequential reasoning chain with any model | /think grok,gemini design a cache layer |
| /focus | Mode-based reasoning (debate, research, analyze) | /focus architecture-debate Redis vs Pg |
| /breakdown | Strategic decomposition with pre-mortem | /breakdown refactor payment module |
| /decompose | Split into sub-problems, deep-dive each one | /decompose implement collaborative editor |
| /prompt | Recommend the right thinking technique (31 available) | /prompt why do users churn |
| /algo | Algorithm analysis with 3 specialized models | /algo optimize LRU cache O(1) |
| /tachi | Help - see available skills, tools, key status | /tachi |

Skills automatically adapt to your configured API keys. Even with just 1-2 providers, all skills work.

Getting started? Type /tachi to see what's available.

# Key Features

# # Multi-Model Intelligence

• 51 AI Tools across 7 providers — Perplexity, Grok, GPT-5, Gemini, Qwen, Kimi, MiniMax
• Multi-Model Council — planner_maker synthesizes plans from 5+ models into bite-sized TDD steps
• 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 — 31 research-backed techniques (including SCoT, ReAct, Reflexion)
• 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 | 31 | Deep investigation, multi-source |
| Code Focus | 29 | Software development, SWE tasks |
| Balanced | 39 | General-purpose, mixed workflows |
| Heavy Coding (default) | 45 | Max code tools + agentic workflows |
| Full | 51 | Everything enabled |

# # Developer Experience

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

# 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.

# Tool Ecosystem (51 Tools)

# # Research & Search (6)

perplexity_ask &# 183; perplexity_research &# 183; perplexity_reason &# 183; grok_search &# 183; openai_search &# 183; gemini_search

# # Reasoning & Planning (9)

grok_reason &# 183; openai_reason &# 183; qwen_reason &# 183; qwq_reason &# 183; kimi_thinking &# 183; kimi_decompose &# 183; planner_maker &# 183; planner_runner &# 183; list_plans

# # Code Intelligence (8)

kimi_code &# 183; grok_code &# 183; grok_debug &# 183; qwen_coder &# 183; qwen_algo &# 183; qwen_competitive &# 183; minimax_code &# 183; minimax_agent

# # Analysis & Judgment (11)

gemini_analyze_text &# 183; gemini_analyze_code &# 183; gemini_judge &# 183; jury &# 183; gemini_brainstorm &# 183; openai_brainstorm &# 183; openai_code_review &# 183; openai_explain &# 183; grok_brainstorm &# 183; grok_architect &# 183; kimi_long_context

# # Meta & Orchestration (5)

think &# 183; nextThought &# 183; focus &# 183; tachi &# 183; usage_stats

# # Workflows (9)

workflow &# 183; workflow_start &# 183; continue_workflow &# 183; list_workflows &# 183; create_workflow &# 183; visualize_workflow &# 183; workflow_status &# 183; validate_workflow &# 183; validate_workflow_file

# # Prompt Engineering (3)

list_prompt_techniques &# 183; preview_prompt_technique &# 183; execute_prompt_technique

# # Advanced Modes (bonus)

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

# 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
})

# 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

# Contributing

Contributions welcome! See CONTRIBUTING.md for guidelines.

• Report Issues
• Request Features

# # Like what you see?

Star on GitHub — it helps more than you think.

Website &# 183; Docs &# 183; npm &# 183; Issues

AGPL-3.0 — see LICENSE for details.

Made with care by @byPawel

Multi-model AI orchestration, unified.