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IBM/mcp-context-forge

An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Python ◇ agents Apache-2.0

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★4.5KSTARS

⑂886FORKS

!970ISSUES

🏆#1,141GLOBAL RANK

🔥5DAYS TRENDING

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Star History

Continuous Observations

Interactive star growth chart for IBM/mcp-context-forge

Momentum

+113

STARS · LAST 30 DAYS

PER DAY

#181

MOST-STARRED Python

Window	7 days	30 days	90 days
Stars gained	+28	+113	+360
Per day	4	4	4
Forks gained	+4	+18	+44

mcp-context-forge gained 113 stars in the last 30 days, about 4 a day, and now has 4.5K. It is about 1 year old and has averaged roughly 4.5K stars a year. It ranks #181 among Python repositories and #1,141 across all languages on GitHubRepo.

Trending Record

mcp-context-forge has maintained a continuous presence across global trending indexes, peaking at #537. Below is the 30-day activity profile:

💡 Overview

mcp-context-forge is an open-source project written in Python: An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agents, ai, api-gateway. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

Optimized execution pipeline written in Python for predictable speed.

Zero-friction configuration with comprehensive sensible defaults out of the box.

Cross-platform runtime support across Linux, macOS, and Windows environments.

Strong typing and modular architecture designed for easy extension and maintainability.

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal

$ pip install mcp-context-forge

$ pip install mcp-context-forge # or: brew install mcp-context-forge

> pip install mcp-context-forge

⚙ System Requirements

Platforms

• macOS
• Linux
• Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

mcp-context-forge coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.

🎯 Production Use Cases

Autonomous AI Agents

Orchestrate intelligent workflows and tool-calling routines with mcp-context-forge.

Model Inference & Prompting

Integrate fast, local or cloud-hosted generative AI models directly into production code.

Context Memory & RAG

Augment language models with dynamic vector retrieval and structured project memory.

Developer Productivity

Automate repetitive engineering tasks, code generation, and test creation using AI agents.

🚀 Getting Started

Install mcp-context-forge using your package manager: `pip install mcp-context-forge`

Initialize your project workspace or configuration file for mcp-context-forge.

Import mcp-context-forge into your codebase or invoke it directly from your terminal.

Execute your test suite or run `mcp-context-forge --help` to verify successful setup.

👍 Strengths

Active community backing with 4,523 GitHub stars and verified adoption.

Permissive open-source distribution under the Apache-2.0 license.

Built in Python for high execution speed and developer familiarity.

Cross-platform compatibility across modern Linux, macOS, and Windows environments.

Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.

Ecosystem extensions may require manual configuration depending on environment constraints.

Active development roadmap means breaking API changes may occur across major versions.

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

IBM/mcp-context-forge is currently ranked #1,141 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

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Frequently Asked Questions

What does mcp-context-forge do? +

What language is mcp-context-forge written in? +

The primary language is Python. Topics include: agents, ai, api-gateway, asyncio, authentication-middleware.

Is mcp-context-forge actively maintained? +

Yes, the last recorded push was on Sep 25, 2026 with 970 open issues being tracked.

How many stars does mcp-context-forge have? +

mcp-context-forge has 4,535 stars and 886 forks on GitHub.

How does mcp-context-forge rank among GitHub repositories? +

With 4,535 stars, IBM/mcp-context-forge is ranked #1,141 globally across all repositories tracked on GitHubRepo and #181 among Python projects.

What license is mcp-context-forge distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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LinkedIn

Why mcp-context-forge is replacing paid subscriptions for engineering teams

Stop paying $50+/month for locked SaaS tools.

Over 4,535 developers have starred IBM/mcp-context-forge, an impressive Python open-source project designed to An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Key Engineering Advantages:
• 100% Local-First: Complete data privacy with zero tracking or telemetry.
• Zero Subscription Costs: No paywalls, per-seat fees, or API markups.
• Complete Customization: Native open-source architecture you can fork, inspect, and deploy anywhere.
• Proven Adoption: 4,535 GitHub stars and 886 forks.

If you're looking to streamline your engineering workflows without ballooning software expenses, this is worth checking out.

👉 Full star velocity and architectural report: https://githubrepo.cloud/repo/IBM/mcp-context-forge
⭐ GitHub Repository: https://github.com/IBM/mcp-context-forge

#OpenSource #SoftwareEngineering #DeveloperTools #Tech #Programming #Python

🤖

Reddit (r/opensource, r/webdev, r/selfhosted)

Show r/opensource: mcp-context-forge – A free, self-hosted tool that lets you An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins

Hey everyone,

I wanted to share an interesting open-source project called **mcp-context-forge** (https://github.com/IBM/mcp-context-forge) that has been picking up heavy momentum lately (4,535 stars).

### What problem does it solve?
Many existing tools in this domain require expensive cloud plans or store your data on third-party servers. mcp-context-forge was built with a local-first philosophy, allowing developers to An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins without recurring subscription costs or privacy compromises.

### Tech Stack & Details:
- **Language:** Python
- **License:** Apache-2.0
- **GitHub:** [IBM/mcp-context-forge](https://github.com/IBM/mcp-context-forge)
- **Live Star Momentum Tracker:** [https://githubrepo.cloud/repo/IBM/mcp-context-forge](https://githubrepo.cloud/repo/IBM/mcp-context-forge)

Has anyone here tested this in production or integrated it into existing pipelines? Would love to hear your experience and feedback!

🟧

Hacker News (Show HN)

Show HN: mcp-context-forge – An AI Gateway, registry, and proxy that sits in front of any MCP, A...

Hi HN,

mcp-context-forge is an open-source Python project designed to An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Rather than relying on closed cloud endpoints, it executes locally on your own machine, providing predictable latency, total privacy, and full control.

Repository: https://github.com/IBM/mcp-context-forge
Documentation & Metrics: https://githubrepo.cloud/repo/IBM/mcp-context-forge

Feedback and PRs are welcome.

✍️

Dev.to / Hashnode Tags: opensource, python, devtools, webdev

This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet mcp-context-forge (4,535 GitHub Stars)

---
title: This GitHub repo replaces a $50 a month tool! Stop paying expensive software subscriptions. Meet mcp-context-forge
published: true
tags: opensource, python, devtools, programming
---

## Stop Paying Software Subscriptions For This

Finding high-quality, production-ready open source alternatives to expensive proprietary software can save engineering teams thousands of dollars every year.

Today, we're looking at **[IBM/mcp-context-forge](https://github.com/IBM/mcp-context-forge)**, a rapidly rising repository with **4,535 GitHub stars** and **886 forks**.

### What is mcp-context-forge?

> An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins

Written in **Python**, mcp-context-forge runs directly on your local workstation or private server, keeping your data secure and eliminating recurring license fees.

### Key Highlights
- **High Performance:** Lightweight, reliable, and built in Python.
- **Privacy & Security:** Complete ownership of your environment and data.
- **Growing Momentum:** Ranked **#1,141** globally across tracked repositories on [GitHubRepo](https://githubrepo.cloud/repo/IBM/mcp-context-forge).

### Quick Start
To get started locally:

```bash
git clone https://github.com/IBM/mcp-context-forge.git
cd mcp-context-forge
```

Check out the full repository and star history analytics here:
- **GitHub:** [IBM/mcp-context-forge](https://github.com/IBM/mcp-context-forge)
- **Star Velocity Tracker:** [mcp-context-forge on GitHubRepo.cloud](https://githubrepo.cloud/repo/IBM/mcp-context-forge)

𝕏

X / Twitter Communities

Thread / Community Post for mcp-context-forge

Developers are sleeping on this GitHub repo 👇

IBM/mcp-context-forge (4,535 ⭐) replaces expensive monthly software subscriptions with 100% free open source code.

⚡ What it does: An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins
💻 Built with: Python
🔒 100% local execution & privacy

Check live star velocity and benchmarks:
https://githubrepo.cloud/repo/IBM/mcp-context-forge

#opensource #developer #coding #tech #programming

🧵

Threads Topics

Topic Discussion: Open Source & Developer Tools

This GitHub repo replaces a $50/month tool! 🚀

If you want to save hours of manual work and stop paying subscriptions, check out IBM/mcp-context-forge.

It already has over 4,535 stars and lets you An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.

Drop a comment if you've tried it, or check the full star momentum report:
https://githubrepo.cloud/repo/IBM/mcp-context-forge

From our network

IBM/mcp-context-forge

Star History

Momentum

Trending Record

💡 Overview

⚡ Key Features

📥 Installation

⚙ System Requirements

Platforms

Runtime & Dependencies

Architecture

🧠 How It Works

🎯 Production Use Cases

Autonomous AI Agents

Model Inference & Prompting

Context Memory & RAG

Developer Productivity

🚀 Getting Started

👍 Strengths

⚠️ Considerations

⇄ Alternatives & Direct Competitors

👥 Who Should Use This

🏆 Nearby in the Rankings

Frequently Asked Questions

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