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MCP server · Developer Tools

C2sagent

by · github.com/C2SAgent/c2sagent

C2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent 是一个轻量级的AI Agent构建平台，提供在线可配置的Agent，MCP，您可以一个HTTP请求的接口配置成为一个MCP工具，Agent之间可以进行自交流。并提供了单端口多A2A服务，MCP服务的解决方案

Unclaimed MIT a2amcpmulti-agentagentsdevtoolsconfigurable
InstallView source
72Good

Scored 12 hours ago · breakdown

About C2sagent

C2sagent is an MCP server published by C2SAgent in the Developer Tools category: c2S Agent is an lightweight AI Agent construction platform that provides configurable online Agents and MCP services, You can configure any HTTP request interface as an MCP tool. C2S Agent 是一个轻量级的AI Agent构建平台，提供在线可配置的Agent，MCP，您可以一个HTTP请求的接口配置成为一个MCP工具，Agent之间可以进行自交流。并提供了单端口多A2A服务，MCP服务的解决方案.

The repository has 300 stars and 16 forks, with the last commit 5 months ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/C2SAgent/c2sagent

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 12 hours ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • ✓License declaredUsable under a stated license.
  • !Tests presentNo tests found. Behaviour changes may go unnoticed between versions.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.
  • !Scoped permissionsDoesn't declare a permission scope. Assume it can do anything its process can.

Releases

v0.1.0v0.1.0 · 21 Aug 2025This is an lightweight AI agent construction platform that supports quick creation of online Agents and MCP services through simple configuration. Simply provide an HTTP interface to integrate MCP tools and enable intelligent collaboration…

README

C2S Agent

C2S Agent is an AI Agent construction platform that provides configurable online Agents and MCP services. This means that as long as you have an HTTP request interface, you can configure it into an MCP tool. Additionally, Agents can communicate with each other, working as a team to solve your problems.

English | 简体中文

🛸 Online Access
Demo Demo
Demo Demo

💡 Features

1 Configurable Agents • You only need to configure an llm_url, api_key, and a detailed description for your Agent.

• You can bind an MCP service to your Agent.

2 Configurable MCP Services • You just need to create a new MCP service and configure MCP tools in the form of HTTP request interfaces.

• Once created, you can bind the MCP service to your Agent.

💡 Some Solutions (Continuously Optimizing)

1 Single-Port Multi-Agent Service Based on A2A Protocol • https://github.com/C2SAgent/c2sagent/blob/main/src_a2a/a2a_server/__init__.py extends the functionality of the A2A protocol. If needed, you can modify it for your project.

• You can use it to implement multiple A2A services on a single port by simply passing an agent_index.

2 Single-Port HTTP Multi-MCP Service Based on MCP Protocol • https://github.com/C2SAgent/c2sagent/blob/main/src_mcp/mcp_server/server/mcp_server.py extends the functionality of the MCP protocol. If needed, you can modify it for your project.

• You can use it to implement multiple MCP services on a single port by simply passing an mcp_server_id to access the service.

👨💻 Development

Core Tech Stack: Python + MongoDB + PostgreSQL AI Tech Stack: A2A + MCP

  • ⚡ Quick Deployment

    Use Docker-compose to quickly launch the backend project:

    git clone https://github.com/C2SAgent/c2sagent.git
cd c2sagent/docker
docker-compose up --build -d

    Use Docker-compose to quickly launch the frontend project:

    cd vue-frontend
docker-compose up -d

    When launching the frontend project, you need to add your domain or local address to the nginx.conf file.

  • 🚀 Quick Development

    Install PostgreSQL

    Install MongoDB

    Configure your .env

    Launch the backend project:

    sudo apt update
sudo apt-get install python3-dev python3-pip gcc libpq-dev
git clone https://github.com/C2SAgent/c2sagent.git
uv venv .venv
uv sync
./start_service.sh start

    Launch the frontend project:

    cd vue-frontend
npm install
npm run dev

🏘️ Join Us

We are looking for like-minded collaborators to accelerate the development of C2S Agent. Contact email: chen_zailong@qq.com

🤝 Contribute

We welcome contributions in all forms. If you're interested in contributing code, check out our GitHub https://github.com/C2SAgent/c2sagent/issues.

README fetched from the repository 12 hours ago. The original is authoritative.

Questions

About C2sagent

How do I install C2sagent?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is C2sagent safe to use with an AI agent?

Its trust score is 72 out of 100 (good). It passes 4 of the 6 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is C2sagent still maintained?

Yes — the last commit was 5 months ago. The repository has 300 stars and 16 forks and 10 open issues.