IBM

IBM/mcp-context-forge

Instructions file CodexOpenCode

Instructions for IBM/mcp-context-forge, covering agents.md, project overview, project structure, essential commands and setup.

IBM/mcp-context-forge

Instructions file

Instructions for IBM/mcp-context-forge, a project described as: 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.

IBM/mcp-context-forge

Agent

ContextForge supports A2A (Agent-to-Agent) integration, allowing you to register external AI agents and expose them as MCP tools for seamless integration with other agents and MCP clients.

IBM/mcp-context-forge

Agent

AutoGen is an open-source framework from Microsoft for building multi-agent systems. It supports tool calling and dynamic agent coordination.

IBM/mcp-context-forge

Agent

BeeAI Framework is a dual-language framework for building agentic applications in Python and TypeScript. It can use tools exposed by any MCP server through BeeAI's MCPTool, which discovers remote tools from an MCP client and makes them available to BeeAI agents.

IBM/mcp-context-forge

Agent

CrewAI is a multi-agent orchestration framework that enables AI agents to collaborate on complex tasks. Integrating CrewAI with the Model Context Protocol (MCP) allows agents to dynamically discover and utilize tools hosted on MCP servers, enhancing their capabilities and flexibility.

IBM/mcp-context-forge

Agent

This section provides guidance on integrating various AI agent frameworks with the Model Context Protocol (MCP) Gateway. MCP enables agents to dynamically discover and utilize tools across multiple servers, enhancing their capabilities and flexibility.

IBM/mcp-context-forge

Agent

LangChain is a framework for developing applications powered by language models. Integrating LangChain with the Model Context Protocol (MCP) allows agents to utilize tools defined across one or more MCP servers, enabling seamless interaction with external data sources and services.

IBM/mcp-context-forge

Agent

LangGraph is a framework for developing applications powered by language models. Integrating LangGraph with the Model Context Protocol (MCP) allows agents to utilize tools defined across one or more MCP servers, enabling seamless interaction with external data sources and services.

IBM/mcp-context-forge

Agent

LlamaIndex is a framework for building retrieval-augmented generation (RAG) pipelines.

IBM/mcp-context-forge

Agent

OpenAI's Agents SDK supports structured tool use and multi-modal workflows. ContextForge can serve as a unified tool registry for OpenAI agents.

IBM/mcp-context-forge

Agent

Semantic Kernel is a Microsoft OSS framework for building AI-first apps.

IBM/CodeEngine

Skill Claude CodeCodex

Deploys, configures, and troubleshoots IBM Cloud Code Engine workloads using the ibmcloud ce CLI. Analyzes source code to choose between app (HTTP) and job (batch) deployment, detects required secrets and environment variables, selects scaling parameters, and diagnoses failures across builds, revisions, and…

IBM/ibmi-mcp-server

Instructions file CodexOpenCode

Instructions for IBM/ibmi-mcp-server, covering repository guidelines, mission & outcomes, architecture & modules, sql tooling workflow and authentication & security.

IBM/ibmi-mcp-server

Instructions file

Instructions for IBM/ibmi-mcp-server, covering claude.md, project overview, common commands, build and test.

IBM/galaxium-travels

Skill Claude CodeCodex

Use when the user wants to stress-test and document a plan for demo purposes - asks up to 3 focused questions, then produces a Markdown summary, optionally posts it to the originating GitHub issue as a comment, and finally generates the HTML planning document. Trigger phrases: grill and share, stress-test this plan…

IBM/galaxium-travels

Skill Claude CodeCodex

Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.

IBM/galaxium-travels

Skill Claude CodeCodex

Run verification checks for the galaxium-travels repo. Use after every implementation. Use when the user asks to verify, validate, run tests, check lint, or confirm that changes are correct. Knows which checks are cheap (ruff, pytest, frontend lint) vs expensive (e2e). Runs cheap checks by default; only runs e2e when…

IBM/galaxium-travels

Instructions file CodexOpenCode

Instructions for IBM/galaxium-travels, covering galaxium travels, footguns, prerequisites, commands and backend (python / fastapi).

IBM/chuk-motion

MCP server Claude CodeCodexCursor +2

Remotion MCP Server - A design-system-first approach to AI-powered video generation. Runs locally from the chuk-motion Python package.

IBM/data-intelligence-mcp-server

Skill Claude CodeCodex

Use this skill when a user wants to create, publish, or set up a new data product in IBM watsonx.data intelligence (wxdi) / Data Product Hub. Trigger when the user says things like "create a data product", "publish a dataset as a data product", "I want to share this data as a product", "set up a data product for X"…

IBM/data-intelligence-mcp-server

Skill Claude CodeCodex

Use this skill to explore upstream/downstream data lineage and historical lineage changes through a guided 3-phase workflow - asset identification → lineage graph traversal → historical version comparison. Handles both direct lineage search and catalog-first lookup with ID conversion. Triggers when user asks about…

IBM/data-intelligence-mcp-server

Skill Claude CodeCodex

Use this skill to orchestrate a 4-phase data cataloging or metadata onboarching and metadata enrichment workflow i.e. project setup → connection configuration → metadata import → metadata enrichment. The user can choose to start from any phase and the skill will guide them through the remaining phases.

IBM/chuk-mcp-physics

MCP server Claude CodeCodexCursor +2

MCP server for physics simulations and calculations using Rapier physics engine. Runs locally from the chuk-mcp-physics Python package.