TachiBot MCP

Multi-Model AI Orchestration Platform

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 · View Tools · 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 · perplexity_research · perplexity_reason · grok_search · openai_search · gemini_search

Reasoning & Planning (9)

grok_reason · openai_reason · qwen_reason · qwq_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 & Judgment (11)

gemini_analyze_text · gemini_analyze_code · gemini_judge · jury · 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

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 · Docs · npm · Issues

AGPL-3.0 — see LICENSE for details.

Made with care by @byPawel

Multi-model AI orchestration, unified.