AionMCP

Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "aionmcp": {
      "url": "https://img.shields.io/badge/build-passing-brightgreen"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

AionMCP - Autonomous Go MCP Server

AionMCP is an autonomous Go-based Model Context Protocol (MCP) server that dynamically imports OpenAPI, GraphQL, and AsyncAPI specifications and exposes them as tools to agents. It features self-learning capabilities, context-awareness, and autonomous documentation using Clean/Hexagonal architecture.

🌟 Key Differentiators

Multi-Protocol Support: OpenAPI, GraphQL, and AsyncAPI specifications
Autonomous Learning: Self-improving system that learns from execution patterns
Dynamic Runtime: Hot-reloadable tools without service restart
Clean Architecture: Maintainable, testable, and extensible design
Auto-Documentation: Self-updating documentation and insights

📊 Project Status

Current Branch: main

Latest Commit: f4f41db

System Health: 99/100 (Excellent)

Active Tools: 3

Commits (7 days): 17

Status updated automatically

✨ Features

📦 What's Included

Code

aionmcp/
├── bin/aionmcp-server              # Main executable
├── cmd/server/                     # Server entry point
├── internal/
│   ├── core/                       # HTTP/gRPC servers & tool registry
│   ├── selflearn/                  # Learning engine & BoltDB storage
│   └── autodocs/                   # Documentation generation
├── pkg/
│   ├── importer/                   # OpenAPI/GraphQL/AsyncAPI parsers
│   ├── agent/                      # Agent registration API
│   └── feedback/                   # Feedback collection
├── vscode-extension/               # VS Code extension
├── docs/                           # Comprehensive documentation
├── examples/specs/                 # Example API specifications
│   ├── petstore.yaml               # OpenAPI 3.0 example
│   ├── blog.graphql                # GraphQL example
│   └── user-events.yaml            # AsyncAPI example
└── go.mod                          # Go dependencies

🚀 Quick Start

bash

# Clone the repository
git clone https://github.com/kiransth77/aionmcp.git
cd aionmcp

# Build the server
go build -o bin/aionmcp cmd/server/main.go

# Run with default configuration
./bin/aionmcp

The server will start on http://localhost:8080 with learning enabled.

🏗️ Architecture

AionMCP follows Clean/Hexagonal Architecture principles:

Code

┌─────────────────────────────────────────────────────────┐
│                    Adapters Layer                      │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐   │
│  │   HTTP      │  │    gRPC     │  │   Plugin    │   │
│  │  Interface  │  │  Interface  │  │  Interface  │   │
│  └─────────────┘  └─────────────┘  └─────────────┘   │
└─────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────┐
│                     Core Layer                         │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐   │
│  │    Tool     │  │  Learning   │  │    Auto     │   │
│  │  Registry   │  │   Engine    │  │    Docs     │   │
│  └─────────────┘  └─────────────┘  └─────────────┘   │
└─────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────┐
│                Infrastructure Layer                    │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐   │
│  │   Storage   │  │   Metrics   │  │   Config    │   │
│  │  (BoltDB)   │  │(Prometheus) │  │   (Viper)   │   │
│  └─────────────┘  └─────────────┘  └─────────────┘   │
└─────────────────────────────────────────────────────────┘

📈 Recent Activity

Recent Commits

f4f41db9 fix: clean up TOON package formatting and remove duplicate package declaration (0h ago)
8b97b173 fix: update go-ci.yml to use Go 1.25 to match go.mod requirement (0h ago)
ebeeee28 fix: remove redundant newline in fmt.Println to pass linting (0h ago)
a91eb5f4 feat: add TOON (Token-Oriented Object Notation) for LLM context optimization (0h ago)
bd39bb10 fix: update Dockerfile Go version to 1.25 (0h ago)

Active Insights

📊 Total insights: 2

Activity updated automatically

⚡ Performance Statistics

Metric	Value	Status
Success Rate	97.0%	🟢 Excellent
Avg Latency	250.0ms	🟡 Good
Total Executions	42	📊 Tracking
Active Tools	3	🔧 Running

Statistics updated in real-time

📦 Installation

Prerequisites

Go 1.21 or higher
Git

From Source

bash

git clone https://github.com/kiransth77/aionmcp.git
cd aionmcp
go mod download
go build -o bin/aionmcp cmd/server/main.go

📚 Usage

Basic Usage

bash

# Start the server
./bin/aionmcp

# With custom configuration
./bin/aionmcp --config config.yaml

# Enable debug logging
AIONMCP_LOG_LEVEL=debug ./bin/aionmcp

API Endpoints

GET /api/v1/tools - List available tools
POST /api/v1/tools/{tool}/execute - Execute a tool
GET /api/v1/learning/stats - Learning statistics
GET /api/v1/learning/insights - System insights

🛠️ Development

Access: http://localhost:8080

Code


### Docker
```bash
docker run -p 8080:8080 aionmcp:latest

Cloud (AWS/GCP/Azure)

Deploy the binary to your cloud provider, access via public URL.

Embedded

server.ts

import "github.com/aionmcp/aionmcp/internal/core"
server := core.NewServer(logger)
server.Start()

🤝 Contributing

Active Insights

📊 Total insights: 2

Activity updated automatically

📄 License

README last updated: 2025-11-27 22:47:18 AEST

This README is automatically updated with current project status and metrics.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about AionMCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "aionmcp": { "command": "npx", "args": ["-y", "AionMCP"] } }

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Technical Specs & Signals

CategoryDeveloper Tools

36Quality signal: Fair · 36/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools15/30

Adoption & activity2/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

★ Featured

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The official MCP server for AllMCPs.com - submit and manage tools directly from your AI. The open directory for MCP servers. Connect Claude, Cursor, Windsurf, and AI agents to databases, tools, files, and APIs. Explore 10,000+ servers. AllMCPs is the premier, open directory for discovering, evaluating, and installing Model Context Protocol (MCP) servers to equip AI agents and LLMs with real-world superpowers.

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to AionMCP →Install in Claude Desktop Install in Cursor Install in VS Code

AionMCP

Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "aionmcp": {
      "url": "https://img.shields.io/badge/build-passing-brightgreen"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Documentation Overview

AionMCP - Autonomous Go MCP Server

🌟 Key Differentiators

Multi-Protocol Support: OpenAPI, GraphQL, and AsyncAPI specifications
Autonomous Learning: Self-improving system that learns from execution patterns
Dynamic Runtime: Hot-reloadable tools without service restart
Clean Architecture: Maintainable, testable, and extensible design
Auto-Documentation: Self-updating documentation and insights

📊 Project Status

Current Branch: main

Latest Commit: f4f41db

System Health: 99/100 (Excellent)

Active Tools: 3

Commits (7 days): 17

Status updated automatically

✨ Features

📦 What's Included

Code

aionmcp/
├── bin/aionmcp-server              # Main executable
├── cmd/server/                     # Server entry point
├── internal/
│   ├── core/                       # HTTP/gRPC servers & tool registry
│   ├── selflearn/                  # Learning engine & BoltDB storage
│   └── autodocs/                   # Documentation generation
├── pkg/
│   ├── importer/                   # OpenAPI/GraphQL/AsyncAPI parsers
│   ├── agent/                      # Agent registration API
│   └── feedback/                   # Feedback collection
├── vscode-extension/               # VS Code extension
├── docs/                           # Comprehensive documentation
├── examples/specs/                 # Example API specifications
│   ├── petstore.yaml               # OpenAPI 3.0 example
│   ├── blog.graphql                # GraphQL example
│   └── user-events.yaml            # AsyncAPI example
└── go.mod                          # Go dependencies

🚀 Quick Start

bash

# Clone the repository
git clone https://github.com/kiransth77/aionmcp.git
cd aionmcp

# Build the server
go build -o bin/aionmcp cmd/server/main.go

# Run with default configuration
./bin/aionmcp

The server will start on http://localhost:8080 with learning enabled.

🏗️ Architecture

AionMCP follows Clean/Hexagonal Architecture principles:

Code

┌─────────────────────────────────────────────────────────┐
│                    Adapters Layer                      │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐   │
│  │   HTTP      │  │    gRPC     │  │   Plugin    │   │
│  │  Interface  │  │  Interface  │  │  Interface  │   │
│  └─────────────┘  └─────────────┘  └─────────────┘   │
└─────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────┐
│                     Core Layer                         │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐   │
│  │    Tool     │  │  Learning   │  │    Auto     │   │
│  │  Registry   │  │   Engine    │  │    Docs     │   │
│  └─────────────┘  └─────────────┘  └─────────────┘   │
└─────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────┐
│                Infrastructure Layer                    │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐   │
│  │   Storage   │  │   Metrics   │  │   Config    │   │
│  │  (BoltDB)   │  │(Prometheus) │  │   (Viper)   │   │
│  └─────────────┘  └─────────────┘  └─────────────┘   │
└─────────────────────────────────────────────────────────┘

📈 Recent Activity

Recent Commits

f4f41db9 fix: clean up TOON package formatting and remove duplicate package declaration (0h ago)
8b97b173 fix: update go-ci.yml to use Go 1.25 to match go.mod requirement (0h ago)
ebeeee28 fix: remove redundant newline in fmt.Println to pass linting (0h ago)
a91eb5f4 feat: add TOON (Token-Oriented Object Notation) for LLM context optimization (0h ago)
bd39bb10 fix: update Dockerfile Go version to 1.25 (0h ago)

Active Insights

📊 Total insights: 2

Activity updated automatically

⚡ Performance Statistics

Metric	Value	Status
Success Rate	97.0%	🟢 Excellent
Avg Latency	250.0ms	🟡 Good
Total Executions	42	📊 Tracking
Active Tools	3	🔧 Running

Statistics updated in real-time

📦 Installation

Prerequisites

Go 1.21 or higher
Git

From Source

bash

git clone https://github.com/kiransth77/aionmcp.git
cd aionmcp
go mod download
go build -o bin/aionmcp cmd/server/main.go

📚 Usage

Basic Usage

bash

# Start the server
./bin/aionmcp

# With custom configuration
./bin/aionmcp --config config.yaml

# Enable debug logging
AIONMCP_LOG_LEVEL=debug ./bin/aionmcp

API Endpoints

GET /api/v1/tools - List available tools
POST /api/v1/tools/{tool}/execute - Execute a tool
GET /api/v1/learning/stats - Learning statistics
GET /api/v1/learning/insights - System insights

🛠️ Development

Access: http://localhost:8080

Code


### Docker
```bash
docker run -p 8080:8080 aionmcp:latest

Cloud (AWS/GCP/Azure)

Deploy the binary to your cloud provider, access via public URL.

Embedded

server.ts

import "github.com/aionmcp/aionmcp/internal/core"
server := core.NewServer(logger)
server.Start()

🤝 Contributing

Active Insights

📊 Total insights: 2

Activity updated automatically

📄 License

README last updated: 2025-11-27 22:47:18 AEST

This README is automatically updated with current project status and metrics.

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about AionMCP

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "aionmcp": { "command": "npx", "args": ["-y", "AionMCP"] } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/aionmcp?style=directory)](https://allmcps.com/mcp/aionmcp)

HTML Embed

<a href="https://allmcps.com/mcp/aionmcp"><img src="https://allmcps.com/api/badge/aionmcp?style=directory" alt="AionMCP on AllMCPs" /></a>

Technical Specs & Signals

CategoryDeveloper Tools

36Quality signal: Fair · 36/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools15/30

Adoption & activity2/15

Community engagement0/10

★ Featured

AllMCPs Server

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to AionMCP →Install in Claude Desktop Install in Cursor Install in VS Code