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MCP工具

开源MCP工具

基于 Python · 让 AI 助手直接操作你的系统与工具
英文名：codomyrmex
⭐ 9 Stars 🍴 2 Forks 💻 Python 📄 MIT 🏷 AI 8.0分
8.0AI 综合评分
aiagentsdeveloper-tools
⬇ 下载源码 ZIP ⚙️ 配置说明 📺 TG 频道
✦ AI Skill Hub 推荐

开源MCP工具 是 AI Skill Hub 本期精选MCP工具之一。综合评分 8.0 分，整体质量较高。我们强烈推荐将其纳入你的 AI 工具库，帮助提升工作效率。

📚 深度解析

开源MCP工具 是一款基于 MCP（Model Context Protocol）标准协议的 AI 工具扩展。MCP 协议由 Anthropic 开发并开源，旨在建立 AI 模型与外部工具之间的标准化通信接口，目前已被 Claude Desktop、Claude Code、Cursor 等主流 AI 工具采纳。

通过安装 开源MCP工具，你的 AI 助手将获得额外的工具调用能力，可以用自然语言直接操控该工具的功能，无需学习复杂的命令行语法。MCP 工具的核心价值在于"一次配置，永久增强"——配置完成后，每次与 AI 对话时都可以无缝调用这些工具。

在技术实现上，MCP 工具通过标准的 JSON-RPC 协议与 AI 客户端通信，工具的功能以"工具列表"的形式暴露给 AI 模型，AI 可以按需调用。开源MCP工具 提供了结构化的工具调用接口，使 AI 模型能够精确地理解和使用每个功能点，显著降低 AI 在工具使用上的错误率。

与传统的 API 集成相比，MCP 工具的优势在于无需编写代码——用户只需在配置文件中添加几行 JSON，即可让 AI 获得全新能力。AI Skill Hub 将 开源MCP工具 评为 AI 评分 8.0 分，属于同类工具中的优质选择。

📋 工具概览

AI原生模块化编码工作空间，集成多种MCP工具

开源MCP工具 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

GitHub Stars
⭐ 9
开发语言
Python
支持平台
Windows / macOS / Linux
维护状态
轻量级项目，按需更新
开源协议
MIT
AI 综合评分
8.0 分
工具类型
MCP工具
Forks
2

📖 中文文档

以下内容由 AI Skill Hub 根据项目信息自动整理，如需查看完整原始文档请访问底部「原始来源」。

AI原生模块化编码工作空间，集成多种MCP工具

开源MCP工具 是一款遵循 MCP（Model Context Protocol）标准协议的 AI 工具扩展。通过 MCP 协议，它可以让 Claude、Cursor 等主流 AI 客户端直接访问和操作外部工具、数据源和服务，实现 AI 能力的无缝扩展。无论是文件操作、数据库查询还是 API 调用，都可以通过自然语言在 AI 对话中直接触发，极大提升生产效率。

📌 核心特色
  • 通过标准 MCP 协议与 Claude、Cursor 等主流 AI 客户端深度集成
  • 提供结构化工具调用接口，显著降低 AI 集成复杂度
  • 支持 Claude Desktop 和 Claude Code 无缝接入，开箱即用
  • 可与其他 MCP 工具组合叠加，构建完整 AI 工作站
  • 轻量无侵入设计，不影响现有系统架构
🎯 主要使用场景
  • 在 Claude Desktop 对话中直接调用本地工具，实现 AI 与系统的深度联动
  • 通过自然语言驱动复杂的多步骤自动化任务，代替繁琐手动操作
  • 将多个 MCP 工具组合使用，构建个人专属 AI 工作站
以下安装命令基于项目开发语言和类型自动生成，实际以官方 README 为准。
安装命令
# 方式一：通过 Claude Code CLI 一键安装
claude skill install https://github.com/docxology/codomyrmex

# 方式二：手动配置 claude_desktop_config.json
{
  "mcpServers": {
    "--mcp--": {
      "command": "npx",
      "args": ["-y", "codomyrmex"]
    }
  }
}

# 配置文件位置
# macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
# Windows: %APPDATA%/Claude/claude_desktop_config.json
📋 安装步骤说明
  1. 确认已安装 Node.js（v18 或以上版本）
  2. 打开 Claude Desktop 或 Claude Code 的 MCP 配置文件
  3. 按「交给 Agent 安装 → Claude Desktop」标签中的 JSON 配置填入 mcpServers 字段
  4. 保存配置文件并重启 Claude 客户端
  5. 重启后，在对话中即可使用本工具
以下用法示例由 AI Skill Hub 整理，涵盖最常见的使用场景。
常用命令 / 代码示例
# 安装后在 Claude 对话中直接使用
# 示例：
用户: 请帮我用 开源MCP工具 执行以下任务...
Claude: [自动调用 开源MCP工具 MCP 工具处理请求]

# 查看可用工具列表
# 在 Claude 中输入："列出所有可用的 MCP 工具"
以下配置示例基于典型使用场景生成，具体参数请参照官方文档调整。
配置示例
// claude_desktop_config.json 配置示例
{
  "mcpServers": {
    "__mcp__": {
      "command": "npx",
      "args": ["-y", "codomyrmex"],
      "env": {
        // "API_KEY": "your-api-key-here"
      }
    }
  }
}

// 保存后重启 Claude Desktop 生效
📑 README 深度解析 真实文档 完整度 58/100 含工作流图 查看 GitHub 原文 →
以下内容由系统直接从 GitHub README 解析整理，保留代码块、表格与列表结构。

简介

Repository homepage: the canonical entry for stars and forks is the root README.md. Stats sync: intro copy, badges, aggregate tables, and footer counts must match the root README and docs/reference/inventory.md (refresh via uv run python scripts/doc_inventory.py and pytest --collect-only as documented there).

<p align="center"> <a href="https://github.com/docxology/codomyrmex/actions/workflows/ci.yml"><img src="https://github.com/docxology/codomyrmex/actions/workflows/ci.yml/badge.svg" alt="CI"></a> <a href="https://github.com/docxology/codomyrmex/actions/workflows/security.yml"><img src="https://github.com/docxology/codomyrmex/actions/workflows/security.yml/badge.svg" alt="Security"></a> <a href="https://github.com/docxology/codomyrmex/actions/workflows/auto-merge.yml"><img src="https://github.com/docxology/codomyrmex/actions/workflows/auto-merge.yml/badge.svg" alt="Auto-Merge"></a> <br> <img src="https://img.shields.io/badge/Codomyrmex-v1.2.7-blue?style=for-the-badge" alt="Version"> <img src="https://img.shields.io/badge/Modules-128-green?style=for-the-badge" alt="Modules"> <img src="https://img.shields.io/badge/MCP_Tools-600-orange?style=for-the-badge" alt="MCP Tools"> <img src="https://img.shields.io/badge/Workflows-37-purple?style=for-the-badge" alt="Workflows"> <img src="https://img.shields.io/badge/Zero--Mock-100%25-brightgreen?style=for-the-badge" alt="Zero Mock"> <img src="https://img.shields.io/badge/License-MIT-yellow?style=for-the-badge" alt="License"> <br> <a href="https://github.com/docxology/codomyrmex/stargazers"><img src="https://img.shields.io/github/stars/docxology/codomyrmex?style=flat-square&color=gold" alt="Stars"></a> <a href="https://github.com/docxology/codomyrmex/network/members"><img src="https://img.shields.io/github/forks/docxology/codomyrmex?style=flat-square&color=blue" alt="Forks"></a> <a href="https://github.com/docxology/codomyrmex/commits/main"><img src="https://img.shields.io/github/last-commit/docxology/codomyrmex?style=flat-square&color=green" alt="Last Commit"></a> <a href="https://github.com/docxology/codomyrmex/issues"><img src="https://img.shields.io/github/issues/docxology/codomyrmex?style=flat-square&color=orange" alt="Issues"></a> <img src="https://img.shields.io/github/repo-size/docxology/codomyrmex?style=flat-square&color=lightgrey" alt="Repo Size"> <img src="https://img.shields.io/badge/python-≥3.11-3776AB?style=flat-square&logo=python&logoColor=white" alt="Python"> <img src="https://img.shields.io/badge/code%20style-ruff-D7FF64?style=flat-square&logo=ruff&logoColor=black" alt="Ruff"> <img src="https://img.shields.io/badge/types-ty-blue?style=flat-square" alt="ty"> <img src="https://img.shields.io/badge/tests-34%2C334-brightgreen?style=flat-square" alt="Tests"> </p>

🏗️ `.github/` Directory Overview

This directory powers the GitHub-hosted infrastructure for Codomyrmex.

🔬 Module Dependency Architecture

graph LR subgraph Foundation["Foundation Layer"] Utils["utils"] Exceptions["exceptions"] Events["events"] Validation["validation"] Config["config_management"] end subgraph DataLayer["Data Layer"] DB["database_management"] Cache["cache"] Serial["serialization"] Docs["documents"] Memory["agentic_memory"] end subgraph AILayer["AI Layer"] LLM["llm"] Agents["agents"] Cerebrum["cerebrum"] RAG["graph_rag"] VS["vector_store"] PE["prompt_engineering"] end subgraph InfraLayer["Infrastructure Layer"] Cloud["cloud"] Container["containerization"] Deploy["deployment"] CICD["ci_cd_automation"] Net["networking"] end subgraph SecurityLayer["Security Layer"] Auth["auth"] Crypto["crypto"] Encrypt["encryption"] Identity["identity"] Privacy["privacy"] end subgraph AppLayer["Application Layer"] Orch["orchestrator"] MCP["model_context_protocol"] CLI["cli"] Website["website"] PAI["email + calendar"] end Foundation --> DataLayer Foundation --> SecurityLayer DataLayer --> AILayer SecurityLayer --> AILayer AILayer --> AppLayer InfraLayer --> AppLayer DataLayer --> InfraLayer

---

2. Install (all dev dependencies via uv)

uv sync --all-groups

Install

git clone https://github.com/docxology/codomyrmex.git && cd codomyrmex uv sync --all-groups

4. Verify installation

uv run codomyrmex doctor --all

⚡ Quick Start

```bash

⚙️ Configuration & Operations Modules

ModulePyTestsDocsConfigScriptsDescription
[config_management](../src/codomyrmex/config_management/)137[📖](../docs/modules/config_management/)[⚙️](../config/config_management/config.yaml)[📜](../scripts/config_management/)Hierarchical config loading, validation, hot-reload
[config_monitoring](../src/codomyrmex/config_monitoring/)31[📖](../docs/modules/config_monitoring/)[⚙️](../config/config_monitoring/config.yaml)[📜](../scripts/config_monitoring/)Configuration drift detection and alerting
[config_audits](../src/codomyrmex/config_audits/)41[📖](../docs/modules/config_audits/)[⚙️](../config/config_audits/config.yaml)[📜](../scripts/config_audits/)Configuration compliance auditing and rule engine
[environment_setup](../src/codomyrmex/environment_setup/)44[📖](../docs/modules/environment_setup/)[⚙️](../config/environment_setup/config.yaml)[📜](../scripts/environment_setup/)Dependency resolution, environment validation
[logging_monitoring](../src/codomyrmex/logging_monitoring/)164[📖](../docs/modules/logging_monitoring/)[⚙️](../config/logging_monitoring/config.yaml)[📜](../scripts/logging_monitoring/)Structured logging, metrics collection, alerting
[telemetry](../src/codomyrmex/telemetry/)2513[📖](../docs/modules/telemetry/)[⚙️](../config/telemetry/config.yaml)[📜](../scripts/telemetry/)OpenTelemetry traces, spans, exporters
[performance](../src/codomyrmex/performance/)194[📖](../docs/modules/performance/)[⚙️](../config/performance/config.yaml)[📜](../scripts/performance/)Benchmarking, profiling, performance visualization
[maintenance](../src/codomyrmex/maintenance/)123[📖](../docs/modules/maintenance/)[⚙️](../config/maintenance/config.yaml)[📜](../scripts/maintenance/)Health checks, cleanup, system diagnostics
[release](../src/codomyrmex/release/)42[📖](../docs/modules/release/)[⚙️](../config/release/config.yaml)[📜](../scripts/release/)Release management, changelog generation, versioning

🗺️ Configuration Architecture

See config/ for all 128 module configurations.
graph TB subgraph ConfigRoot["config/"] C1["agents/config.yaml"] C2["llm/config.yaml"] C3["security/config.yaml"] Cdots["... 128 total"] end subgraph Scripts["scripts/"] S1["agents/orchestrator.py"] S2["llm/demo.py"] S3["security/audit.py"] Sdots["... 445+ scripts"] end subgraph Source["src/codomyrmex/"] Src1["agents/"] Src2["llm/"] Src3["security/"] SrcDots["..."] end C1 -.->|"YAML load"| S1 C2 -.->|"YAML load"| S2 C3 -.->|"YAML load"| S3 S1 -->|"import"| Src1 S2 -->|"import"| Src2 S3 -->|"import"| Src3

---

3. Configure environment

cp .env.example .env # Add GEMINI_API_KEY, ANTHROPIC_API_KEY, etc.

Community & Configuration Files

FilePurpose
[CONTRIBUTING.md](CONTRIBUTING.md)Contributor guide with PR process and code standards
[CODEOWNERS](CODEOWNERS)Auto-assignment of reviewers by file path
[PULL_REQUEST_TEMPLATE.md](PULL_REQUEST_TEMPLATE.md)Standard PR checklist
[ISSUE_TEMPLATE/](ISSUE_TEMPLATE/)Bug reports, feature requests, Jules tasks, docs issues
[dependabot.yml](dependabot.yml)Automated dependency update configuration
[release-drafter.yml](release-drafter.yml)Auto-generated release notes
[FUNDING.yml](FUNDING.yml)GitHub Sponsors configuration
[WORKFLOW_IMPROVEMENTS.md](WORKFLOW_IMPROVEMENTS.md)Planned workflow enhancements
[WORKFLOW_TESTING_GUIDE.md](WORKFLOW_TESTING_GUIDE.md)Guide for testing GitHub Actions locally

---

🗂️ Complete Module Inventory

Every module links directly to its source, docs, config, and scripts directories. 128 top-level modules across 10 capability layers — from foundation utilities to ML training primitives.

🧠 Core Intelligence Modules

ModulePyTestsDocsConfigScriptsDescription
[agents](../src/codomyrmex/agents/)16883[📖](../docs/modules/agents/)[⚙️](../config/agents/config.yaml)[📜](../scripts/agents/)Multi-provider agent framework (Gemini, Claude, OpenAI, Jules)
[cerebrum](../src/codomyrmex/cerebrum/)3213[📖](../docs/modules/cerebrum/)[⚙️](../config/cerebrum/config.yaml)[📜](../scripts/cerebrum/)Cognitive reasoning engine with chain-of-thought & decision trees
[llm](../src/codomyrmex/llm/)4120[📖](../docs/modules/llm/)[⚙️](../config/llm/config.yaml)[📜](../scripts/llm/)LLM subsystem with OpenRouter, Gemini 2.5 Pro, streaming
[orchestrator](../src/codomyrmex/orchestrator/)4620[📖](../docs/modules/orchestrator/)[⚙️](../config/orchestrator/config.yaml)[📜](../scripts/orchestrator/)Workflow engine, pipeline execution, parallel orchestration
[model_context_protocol](../src/codomyrmex/model_context_protocol/)279[📖](../docs/modules/model_context_protocol/)[⚙️](../config/model_context_protocol/config.yaml)[📜](../scripts/model_context_protocol/)MCP tool server, bridge, and protocol implementation
[prompt_engineering](../src/codomyrmex/prompt_engineering/)107[📖](../docs/modules/prompt_engineering/)[⚙️](../config/prompt_engineering/config.yaml)[📜](../scripts/prompt_engineering/)Template management, prompt optimization, few-shot patterns
[skills](../src/codomyrmex/skills/)2211[📖](../docs/modules/skills/)[⚙️](../config/skills/config.yaml)[📜](../scripts/skills/)Extensible skill registry and execution engine

🤖 AI & Machine Learning Modules

ModulePyTestsDocsConfigScriptsDescription
[coding](../src/codomyrmex/coding/)7118[📖](../docs/modules/coding/)[⚙️](../config/coding/config.yaml)[📜](../scripts/coding/)Code generation, refactoring, analysis, and review agents
[evolutionary_ai](../src/codomyrmex/evolutionary_ai/)116[📖](../docs/modules/evolutionary_ai/)[⚙️](../config/evolutionary_ai/config.yaml)[📜](../scripts/evolutionary_ai/)Genetic algorithms, fitness, selection, genome operators
[graph_rag](../src/codomyrmex/graph_rag/)53[📖](../docs/modules/graph_rag/)[⚙️](../config/graph_rag/config.yaml)[📜](../scripts/graph_rag/)Graph-based retrieval-augmented generation
[vector_store](../src/codomyrmex/vector_store/)54[📖](../docs/modules/vector_store/)[⚙️](../config/vector_store/config.yaml)[📜](../scripts/vector_store/)Embedding storage, similarity search, FAISS/ChromaDB
[bio_simulation](../src/codomyrmex/bio_simulation/)93[📖](../docs/modules/bio_simulation/)[⚙️](../config/bio_simulation/config.yaml)[📜](../scripts/bio_simulation/)Biological colony simulation and genomic population models
[simulation](../src/codomyrmex/simulation/)33[📖](../docs/modules/simulation/)[⚙️](../config/simulation/config.yaml)[📜](../scripts/simulation/)General-purpose simulation framework
[quantum](../src/codomyrmex/quantum/)61[📖](../docs/modules/quantum/)[⚙️](../config/quantum/config.yaml)[📜](../scripts/quantum/)Quantum computing abstractions and circuit simulation
[fpf](../src/codomyrmex/fpf/)2611[📖](../docs/modules/fpf/)[⚙️](../config/fpf/config.yaml)[📜](../scripts/fpf/)Feed-Parse-Format pipeline (fetch, parse, section export)

☁️ Infrastructure & DevOps Modules

ModulePyTestsDocsConfigScriptsDescription
[cloud](../src/codomyrmex/cloud/)5222[📖](../docs/modules/cloud/)[⚙️](../config/cloud/config.yaml)[📜](../scripts/cloud/)Multi-cloud SDK (AWS, GCP, Azure, Infomaniak, Coda.io)
[containerization](../src/codomyrmex/containerization/)167[📖](../docs/modules/containerization/)[⚙️](../config/containerization/config.yaml)[📜](../scripts/containerization/)Docker/Podman management, image building, registry
[container_optimization](../src/codomyrmex/container_optimization/)32[📖](../docs/modules/container_optimization/)[⚙️](../config/container_optimization/config.yaml)[📜](../scripts/container_optimization/)Resource tuning and container performance optimization
[ci_cd_automation](../src/codomyrmex/ci_cd_automation/)2212[📖](../docs/modules/ci_cd_automation/)[⚙️](../config/ci_cd_automation/config.yaml)[📜](../scripts/ci_cd_automation/)Pipeline building, artifact management, deployment orchestration
[deployment](../src/codomyrmex/deployment/)137[📖](../docs/modules/deployment/)[⚙️](../config/deployment/config.yaml)[📜](../scripts/deployment/)Deployment strategies (blue-green, canary, rolling)
[edge_computing](../src/codomyrmex/edge_computing/)142[📖](../docs/modules/edge_computing/)[⚙️](../config/edge_computing/config.yaml)[📜](../scripts/edge_computing/)Edge cluster management, scheduling, health monitoring
[networking](../src/codomyrmex/networking/)96[📖](../docs/modules/networking/)[⚙️](../config/networking/config.yaml)[📜](../scripts/networking/)HTTP clients, WebSocket, gRPC, service mesh
[networks](../src/codomyrmex/networks/)33[📖](../docs/modules/networks/)[⚙️](../config/networks/config.yaml)[📜](../scripts/networks/)Network topology and graph analysis
[cost_management](../src/codomyrmex/cost_management/)42[📖](../docs/modules/cost_management/)[⚙️](../config/cost_management/config.yaml)[📜](../scripts/cost_management/)Cloud cost tracking, budget alerts, optimization

💾 Data & Storage Modules

ModulePyTestsDocsConfigScriptsDescription
[database_management](../src/codomyrmex/database_management/)1712[📖](../docs/modules/database_management/)[⚙️](../config/database_management/config.yaml)[📜](../scripts/database_management/)Multi-DB engine (SQLite, PostgreSQL), migrations, ORM
[cache](../src/codomyrmex/cache/)1911[📖](../docs/modules/cache/)[⚙️](../config/cache/config.yaml)[📜](../scripts/cache/)Multi-backend caching (Redis, memory, disk), TTL, LRU
[data_lineage](../src/codomyrmex/data_lineage/)52[📖](../docs/modules/data_lineage/)[⚙️](../config/data_lineage/config.yaml)[📜](../scripts/data_lineage/)Data flow tracking, lineage graphs, provenance
[serialization](../src/codomyrmex/serialization/)76[📖](../docs/modules/serialization/)[⚙️](../config/serialization/config.yaml)[📜](../scripts/serialization/)JSON, YAML, MessagePack, Protobuf serialization
[documents](../src/codomyrmex/documents/)3816[📖](../docs/modules/documents/)[⚙️](../config/documents/config.yaml)[📜](../scripts/documents/)Document processing (PDF, HTML, CSV, XML, Markdown)
[feature_store](../src/codomyrmex/feature_store/)52[📖](../docs/modules/feature_store/)[⚙️](../config/feature_store/config.yaml)[📜](../scripts/feature_store/)ML feature registry, versioning, and serving
[agentic_memory](../src/codomyrmex/agentic_memory/)3530[📖](../docs/modules/agentic_memory/)[⚙️](../config/agentic_memory/config.yaml)[📜](../scripts/agentic_memory/)Long-term agent memory, retrieval, and knowledge graphs
[model_ops](../src/codomyrmex/model_ops/)2210[📖](../docs/modules/model_ops/)[⚙️](../config/model_ops/config.yaml)[📜](../scripts/model_ops/)ML model lifecycle, registry, versioning

🔒 Security & Identity Modules

ModulePyTestsDocsConfigScriptsDescription
[security](../src/codomyrmex/security/)4716[📖](../docs/modules/security/)[⚙️](../config/security/config.yaml)[📜](../scripts/security/)Threat detection, vulnerability scanning, audit trails
[auth](../src/codomyrmex/auth/)134[📖](../docs/modules/auth/)[⚙️](../config/auth/config.yaml)[📜](../scripts/auth/)OAuth, API key, JWT, RBAC authentication
[crypto](../src/codomyrmex/crypto/)3726[📖](../docs/modules/crypto/)[⚙️](../config/crypto/config.yaml)[📜](../scripts/crypto/)Cryptographic primitives, hashing, key management
[encryption](../src/codomyrmex/encryption/)123[📖](../docs/modules/encryption/)[⚙️](../config/encryption/config.yaml)[📜](../scripts/encryption/)AES-GCM, signing, KDF, HMAC, key rotation
[privacy](../src/codomyrmex/privacy/)42[📖](../docs/modules/privacy/)[⚙️](../config/privacy/config.yaml)[📜](../scripts/privacy/)PII detection, data anonymization, compliance
[defense](../src/codomyrmex/defense/)45[📖](../docs/modules/defense/)[⚙️](../config/defense/config.yaml)[📜](../scripts/defense/)Adversarial defense, input sanitization (deprecated)
[identity](../src/codomyrmex/identity/)54[📖](../docs/modules/identity/)[⚙️](../config/identity/config.yaml)[📜](../scripts/identity/)Digital identity, persona management, biocognitive auth
[wallet](../src/codomyrmex/wallet/)163[📖](../docs/modules/wallet/)[⚙️](../config/wallet/config.yaml)[📜](../scripts/wallet/)Cryptocurrency wallet, key storage, transaction signing

🎨 Multimedia & Visualization Modules

ModulePyTestsDocsConfigScriptsDescription
[audio](../src/codomyrmex/audio/)155[📖](../docs/modules/audio/)[⚙️](../config/audio/config.yaml)[📜](../scripts/audio/)TTS (edge-tts, pyttsx3), audio processing, transcription
[video](../src/codomyrmex/video/)124[📖](../docs/modules/video/)[⚙️](../config/video/config.yaml)[📜](../scripts/video/)Video processing, frame extraction, Veo 2.0 generation
[multimodal](../src/codomyrmex/multimodal/)23[📖](../docs/modules/multimodal/)[⚙️](../config/multimodal/config.yaml)[📜](../scripts/multimodal/)Imagen 3 image generation, multi-modal AI pipelines
[data_visualization](../src/codomyrmex/data_visualization/)6820[📖](../docs/modules/data_visualization/)[⚙️](../config/data_visualization/config.yaml)[📜](../scripts/data_visualization/)Matplotlib, Plotly, chart generation, dashboards
[meme](../src/codomyrmex/meme/)576[📖](../docs/modules/meme/)[⚙️](../config/meme/config.yaml)[📜](../scripts/meme/)Meme generation, template engine, social media formatting
[spatial](../src/codomyrmex/spatial/)123[📖](../docs/modules/spatial/)[⚙️](../config/spatial/config.yaml)[📜](../scripts/spatial/)Geospatial data, coordinate systems, mapping

🏠 Personal AI (PAI) Modules

ModulePyTestsDocsConfigScriptsDescription
[email](../src/codomyrmex/email/)144[📖](../docs/modules/email/)[⚙️](../config/email/config.yaml)[📜](../scripts/email/)Gmail, AgentMail providers, SMTP, IMAP
[calendar_integration](../src/codomyrmex/calendar_integration/)62[📖](../docs/modules/calendar_integration/)[⚙️](../config/calendar_integration/config.yaml)[📜](../scripts/calendar_integration/)Google Calendar CRUD, event management, scheduling
[finance](../src/codomyrmex/finance/)102[📖](../docs/modules/finance/)[⚙️](../config/finance/config.yaml)[📜](../scripts/finance/)Ledger, payroll, forecasting, tax calculation
[website](../src/codomyrmex/website/)1519[📖](../docs/modules/website/)[⚙️](../config/website/config.yaml)[📜](../scripts/website/)PAI dashboard server, health monitoring, proxying
[market](../src/codomyrmex/market/)43[📖](../docs/modules/market/)[⚙️](../config/market/config.yaml)[📜](../scripts/market/)Market data, trading signals, portfolio analysis
[logistics](../src/codomyrmex/logistics/)279[📖](../docs/modules/logistics/)[⚙️](../config/logistics/config.yaml)[📜](../scripts/logistics/)Task routing, supply chain, resource allocation
[relations](../src/codomyrmex/relations/)154[📖](../docs/modules/relations/)[⚙️](../config/relations/config.yaml)[📜](../scripts/relations/)Contact management, relationship mapping, CRM
[physical_management](../src/codomyrmex/physical_management/)84[📖](../docs/modules/physical_management/)[⚙️](../config/physical_management/config.yaml)[📜](../scripts/physical_management/)IoT device tracking, physical asset management

🛠️ Developer Tooling Modules

ModulePyTestsDocsConfigScriptsDescription
[cli](../src/codomyrmex/cli/)216[📖](../docs/modules/cli/)[⚙️](../config/cli/config.yaml)[📜](../scripts/cli/)Rich CLI with subcommands for all modules
[ide](../src/codomyrmex/ide/)169[📖](../docs/modules/ide/)[⚙️](../config/ide/config.yaml)[📜](../scripts/ide/)VS Code, Cursor, Antigravity IDE integrations
[git_operations](../src/codomyrmex/git_operations/)3420[📖](../docs/modules/git_operations/)[⚙️](../config/git_operations/config.yaml)[📜](../scripts/git_operations/)Full Git CLI wrapper (branch, merge, stash, submodules)
[git_analysis](../src/codomyrmex/git_analysis/)164[📖](../docs/modules/git_analysis/)[⚙️](../config/git_analysis/config.yaml)[📜](../scripts/git_analysis/)Commit analysis, contributor stats, code churn
[tree_sitter](../src/codomyrmex/tree_sitter/)72[📖](../docs/modules/tree_sitter/)[⚙️](../config/tree_sitter/config.yaml)[📜](../scripts/tree_sitter/)AST parsing, code navigation, structural queries
[static_analysis](../src/codomyrmex/static_analysis/)49[📖](../docs/modules/static_analysis/)[⚙️](../config/static_analysis/config.yaml)[📜](../scripts/static_analysis/)Linting, complexity metrics, dead code detection
[terminal_interface](../src/codomyrmex/terminal_interface/)84[📖](../docs/modules/terminal_interface/)[⚙️](../config/terminal_interface/config.yaml)[📜](../scripts/terminal_interface/)Rich terminal UI, ANSI rendering, interactive prompts
[scrape](../src/codomyrmex/scrape/)129[📖](../docs/modules/scrape/)[⚙️](../config/scrape/config.yaml)[📜](../scripts/scrape/)Web scraping, HTML parsing, sitemap crawling
[search](../src/codomyrmex/search/)63[📖](../docs/modules/search/)[⚙️](../config/search/config.yaml)[📜](../scripts/search/)Full-text search, fuzzy matching, regex search

🧩 Framework & Utility Modules

ModulePyTestsDocsConfigScriptsDescription
[utils](../src/codomyrmex/utils/)1715[📖](../docs/modules/utils/)[⚙️](../config/utils/config.yaml)[📜](../scripts/utils/)CLI helpers, string ops, file utils, decorators
[validation](../src/codomyrmex/validation/)167[📖](../docs/modules/validation/)[⚙️](../config/validation/config.yaml)[📜](../scripts/validation/)Schema validation, data contracts, type checking
[exceptions](../src/codomyrmex/exceptions/)132[📖](../docs/modules/exceptions/)[⚙️](../config/exceptions/config.yaml)[📜](../scripts/exceptions/)Exception hierarchy (AI, IO, Git, config)
[events](../src/codomyrmex/events/)297[📖](../docs/modules/events/)[⚙️](../config/events/config.yaml)[📜](../scripts/events/)Event bus, pub/sub, event store, logging listeners
[plugin_system](../src/codomyrmex/plugin_system/)127[📖](../docs/modules/plugin_system/)[⚙️](../config/plugin_system/config.yaml)[📜](../scripts/plugin_system/)Plugin discovery, lifecycle, dependency injection
[dependency_injection](../src/codomyrmex/dependency_injection/)42[📖](../docs/modules/dependency_injection/)[⚙️](../config/dependency_injection/config.yaml)[📜](../scripts/dependency_injection/)IoC container, service locator, scoped lifetimes
[concurrency](../src/codomyrmex/concurrency/)175[📖](../docs/modules/concurrency/)[⚙️](../config/concurrency/config.yaml)[📜](../scripts/concurrency/)Distributed locks, semaphores, Redis locking
[compression](../src/codomyrmex/compression/)81[📖](../docs/modules/compression/)[⚙️](../config/compression/config.yaml)[📜](../scripts/compression/)gzip, zstd, brotli compression algorithms
[templating](../src/codomyrmex/templating/)84[📖](../docs/modules/templating/)[⚙️](../config/templating/config.yaml)[📜](../scripts/templating/)Jinja2 templating, code generation templates
[feature_flags](../src/codomyrmex/feature_flags/)96[📖](../docs/modules/feature_flags/)[⚙️](../config/feature_flags/config.yaml)[📜](../scripts/feature_flags/)Feature flag management, rollout strategies
[tool_use](../src/codomyrmex/tool_use/)54[📖](../docs/modules/tool_use/)[⚙️](../config/tool_use/config.yaml)[📜](../scripts/tool_use/)Tool registration, execution, and discovery
[testing](../src/codomyrmex/testing/)157[📖](../docs/modules/testing/)[⚙️](../config/testing/config.yaml)[📜](../scripts/testing/)Test fixtures, runners, coverage utilities
[documentation](../src/codomyrmex/documentation/)4510[📖](../docs/modules/documentation/)[⚙️](../config/documentation/config.yaml)[📜](../scripts/documentation/)Docusaurus site, docs generation, quality checks
[docs_gen](../src/codomyrmex/docs_gen/)42[📖](../docs/modules/docs_gen/)[⚙️](../config/docs_gen/config.yaml)[📜](../scripts/docs_gen/)Automated documentation generation from source
[module_template](../src/codomyrmex/module_template/)25[📖](../docs/modules/module_template/)[⚙️](../config/module_template/config.yaml)[📜](../scripts/module_template/)Canonical template for new module creation
[operating_system](../src/codomyrmex/operating_system/)101[📖](../docs/modules/operating_system/)[⚙️](../config/operating_system/config.yaml)[📜](../scripts/operating_system/)OS interaction (macOS/Linux/Windows), filesystem
[file_system](../src/codomyrmex/file_system/)22[📖](../docs/modules/file_system/)[⚙️](../config/file_system/config.yaml)[📜](../scripts/file_system/)File operations, directory walker, permissions
[dark](../src/codomyrmex/dark/)42[📖](../docs/modules/dark/)[⚙️](../config/dark/config.yaml)[📜](../scripts/dark/)Dark PDF extraction and processing
[embodiment](../src/codomyrmex/embodiment/)91[📖](../docs/modules/embodiment/)[⚙️](../config/embodiment/config.yaml)[📜](../scripts/embodiment/)ROS bridge, sensors, actuators (deprecated)
[demos](../src/codomyrmex/demos/)21[📖](../docs/modules/demos/)[⚙️](../config/demos/config.yaml)[📜](../scripts/demos/)Demo registry and showcase runner
[formal_verification](../src/codomyrmex/formal_verification/)82[📖](../docs/modules/formal_verification/)[⚙️](../config/formal_verification/config.yaml)[📜](../scripts/formal_verification/)Z3 backend, SMT solver, invariant checking
[system_discovery](../src/codomyrmex/system_discovery/)144[📖](../docs/modules/system_discovery/)[⚙️](../config/system_discovery/config.yaml)[📜](../scripts/system_discovery/)System introspection, capability detection

🧬 ML Training & Optimization Modules

ModulePyDocsDescription
[lora](../src/codomyrmex/lora/)3[📖](../docs/modules/lora/)LoRA fine-tuning adapters
[peft](../src/codomyrmex/peft/)3[📖](../docs/modules/peft/)Parameter-efficient fine-tuning
[rlhf](../src/codomyrmex/rlhf/)3[📖](../docs/modules/rlhf/)Reinforcement learning from human feedback
[dpo](../src/codomyrmex/dpo/)3[📖](../docs/modules/dpo/)Direct preference optimization
[distillation](../src/codomyrmex/distillation/)3[📖](../docs/modules/distillation/)Model distillation and compression
[quantization](../src/codomyrmex/quantization/)5[📖](../docs/modules/quantization/)Model quantization (INT8, FP16)
[distributed_training](../src/codomyrmex/distributed_training/)3[📖](../docs/modules/distributed_training/)Multi-GPU and distributed training
[autograd](../src/codomyrmex/autograd/)4[📖](../docs/modules/autograd/)Automatic differentiation engine
[matmul_kernel](../src/codomyrmex/matmul_kernel/)3[📖](../docs/modules/matmul_kernel/)Custom matrix multiplication kernels
[softmax_opt](../src/codomyrmex/softmax_opt/)3[📖](../docs/modules/softmax_opt/)Softmax optimization (FlashAttention-style)
[nas](../src/codomyrmex/nas/)3[📖](../docs/modules/nas/)Neural architecture search
[model_merger](../src/codomyrmex/model_merger/)3[📖](../docs/modules/model_merger/)Model merging (TIES, SLERP, DARE)
[slm](../src/codomyrmex/slm/)3[📖](../docs/modules/slm/)Small language model optimization
[ssm](../src/codomyrmex/ssm/)3[📖](../docs/modules/ssm/)State space models (Mamba)
[eval_harness](../src/codomyrmex/eval_harness/)3[📖](../docs/modules/eval_harness/)LLM evaluation harness
[logit_processor](../src/codomyrmex/logit_processor/)3[📖](../docs/modules/logit_processor/)Logit manipulation and processing
[tokenizer](../src/codomyrmex/tokenizer/)4[📖](../docs/modules/tokenizer/)Custom tokenizer training and management

🔗 Data Pipeline & Infrastructure Modules

ModulePyDocsDescription
[api](../src/codomyrmex/api/)31[📖](../docs/modules/api/)REST/GraphQL API framework
[collaboration](../src/codomyrmex/collaboration/)30[📖](../docs/modules/collaboration/)Multi-agent collaboration protocols
[ml_pipeline](../src/codomyrmex/ml_pipeline/)2[📖](../docs/modules/ml_pipeline/)ML pipeline orchestration
[data_curation](../src/codomyrmex/data_curation/)3[📖](../docs/modules/data_curation/)Dataset curation and cleaning
[synthetic_data](../src/codomyrmex/synthetic_data/)3[📖](../docs/modules/synthetic_data/)Synthetic data generation
[text_to_sql](../src/codomyrmex/text_to_sql/)3[📖](../docs/modules/text_to_sql/)Natural language to SQL translation
[semantic_router](../src/codomyrmex/semantic_router/)3[📖](../docs/modules/semantic_router/)Semantic intent routing

🧩 Specialized Modules

ModulePyDocsDescription
[ai_gateway](../src/codomyrmex/ai_gateway/)3[📖](../docs/modules/ai_gateway/)AI gateway and API proxy
[aider](../src/codomyrmex/aider/)5[📖](../docs/modules/aider/)Aider AI coding assistant integration
[neural](../src/codomyrmex/neural/)7[📖](../docs/modules/neural/)Neural network primitives
[interpretability](../src/codomyrmex/interpretability/)3[📖](../docs/modules/interpretability/)Model interpretability and explainability
[image](../src/codomyrmex/image/)2[📖](../docs/modules/image/)Image processing utilities
[examples](../src/codomyrmex/examples/)9[📖](../docs/modules/examples/)Reference implementation examples
[pai_pm](../src/codomyrmex/pai_pm/)6[📖](../docs/modules/pai_pm/)PAI Project Manager server (Bun/TypeScript)
[soul](../src/codomyrmex/soul/)4[📖](../docs/modules/soul/)Biocognitive identity and persona engine

---

🚀 Agent Orchestration Pipeline

sequenceDiagram participant User participant CLI participant Orchestrator participant MCP as MCP Server participant Agents participant LLM as LLM Provider participant Tools User->>CLI: codomyrmex run --task "analyze codebase" CLI->>Orchestrator: Create workflow Orchestrator->>MCP: Register available tools MCP->>Tools: Discover ~600 tools (128 top-level modules) Orchestrator->>Agents: Dispatch agent Agents->>LLM: Generate completion (Gemini 2.5 Pro) LLM-->>Agents: Response + tool calls Agents->>MCP: Execute tool calls MCP->>Tools: Run git_analysis, static_analysis, etc. Tools-->>MCP: Results MCP-->>Agents: Tool outputs Agents-->>Orchestrator: Completed task Orchestrator-->>CLI: Display results CLI-->>User: Formatted output

---

Run a specific module

uv run pytest src/codomyrmex/tests/unit/llm/ -v

Workflows (37 total)

CategoryWorkflowsDescription
**Core CI/CD**[ci.yml](workflows/ci.yml), [security.yml](workflows/security.yml), [release.yml](workflows/release.yml), [pre-commit.yml](workflows/pre-commit.yml)Lint, test, security scan, release
**Code Quality**[code-health.yml](workflows/code-health.yml), [benchmarks.yml](workflows/benchmarks.yml), [documentation.yml](workflows/documentation.yml), [documentation-validation.yml](workflows/documentation-validation.yml)Quality gates, benchmarks, docs
**PR Automation**[auto-merge.yml](workflows/auto-merge.yml), [pr-labeler.yml](workflows/pr-labeler.yml), [pr-title-check.yml](workflows/pr-title-check.yml), [pr-conflict-check.yml](workflows/pr-conflict-check.yml), [pr-coverage-comment.yml](workflows/pr-coverage-comment.yml), [pr-linter-comments.yml](workflows/pr-linter-comments.yml)Auto-merge, labeling, coverage
**AI Dispatch**[gemini-dispatch.yml](workflows/gemini-dispatch.yml), [gemini-invoke.yml](workflows/gemini-invoke.yml), [gemini-review.yml](workflows/gemini-review.yml), [gemini-triage.yml](workflows/gemini-triage.yml), [gemini-scheduled-triage.yml](workflows/gemini-scheduled-triage.yml), [jules-dispatch.yml](workflows/jules-dispatch.yml)Gemini and Jules agent orchestration
**Maintenance**[maintenance.yml](workflows/maintenance.yml), [cleanup-branches.yml](workflows/cleanup-branches.yml), [lock-threads.yml](workflows/lock-threads.yml), [workflow-coordinator.yml](workflows/workflow-coordinator.yml), [workflow-status.yml](workflows/workflow-status.yml)Repo health, branch cleanup, status
**Community**[first-interaction.yml](workflows/first-interaction.yml), [first-pr-merged.yml](workflows/first-pr-merged.yml), [agent-welcome.yml](workflows/agent-welcome.yml), [agent-metrics.yml](workflows/agent-metrics.yml)Onboarding, agent welcome
**Dependencies**[dependency-review.yml](workflows/dependency-review.yml), [dependabot-auto-approve.yml](workflows/dependabot-auto-approve.yml), [sbom.yml](workflows/sbom.yml)Dep review, SBOM generation
🎯 aiskill88 AI 点评 A 级 2026-06-29

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📄 License 说明

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🌐 原始信息
原始名称 codomyrmex
Topics aiagentsdeveloper-tools
GitHub https://github.com/docxology/codomyrmex
License MIT
语言 Python
🔗 原始来源
🐙 GitHub 仓库  https://github.com/docxology/codomyrmex 🌐 官方网站  https://docxology.github.io/codomyrmex/

收录时间：2026-06-29 · 更新时间：2026-06-29 · License：MIT · AI Skill Hub 不对第三方内容的准确性作法律背书。

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