Claude Skills by tools-only

Meeseeks is an AI task agent assistant that breaks a request into small actions, runs the right tools, and replies with a clean summary. This landing page mirrors the README feature highlights so the overview stays consistent. Update both when core positioning changes.

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import Image from '@theme/IdealImage'; import Tabs from '@theme/Tabs'; import TabItem from '@theme/TabItem'; :::info LiteLLM is hiring a **Founding Backend Engineer**, in San Francisco. [Apply here](https://www.ycombinator.com/companies/litellm/jobs/6uvoBp3-founding-backend-engineer) if you're interested! :::

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The **ContextForge** (ContextForge) is a production-grade gateway, proxy, and registry for Model Context Protocol (MCP) servers and A2A Agents. It acts as a unified entry point for tools, resources, prompts, and servers, federating local and remote nodes into a coherent MCP-compliant interface.

<div style="display: flex; flex-wrap: wrap; gap: 12px; justify-content: center;"> <img src="meeseeks-console-01-front.jpg" alt="Meeseeks Console landing page" style="width: 100%; max-width: 520px; height: auto;" /> <img src="meeseeks-console-02-tasks.jpg" alt="Meeseeks Console tasks page" style="width: 100%; max-width: 520px; height: auto;" /> </div> bearlike/Assistant (Meeseeks) is an AI task agent assistant that breaks a request into small actions, runs the right tools, and replies with a c...

> Check out these social media highlights, and write your own!

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Meeseeks is an AI task agent assistant that breaks a request into small actions, runs the right tools, and replies with a clean summary. This landing page mirrors the README feature highlights so the overview stays consistent. Update both when core positioning changes.

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This section provides operational guidance for running and maintaining a production instance of MCP Gateway. Whether you're self-hosting, running in the cloud, or deploying to Kubernetes, this section helps you monitor, back up, and maintain the system. --- !!! tip "What's new in 1.0.0-RC-1" Multi‑tenancy (email auth, teams, RBAC, resource visibility) was introduced in v0.9.0 and is fully supported in 1.0.0-RC-1. - See the [Migration Guide](https://github.com/IBM/mcp-context-forge/blob/main/M...

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. ---

new_model_cost_map = get_model_cost_map(url=model_cost_map_url) litellm.model_cost = new_model_cost_map # ✅ cost map updated _invalidate_model_cost_lowercase_map() # ✅ cache cleared ``` The gap existed in two places: 1. `_check_and_reload_model_cost_map` — the periodic automatic reload (every 10 s) 2. The `/reload/model_cost_map` admin endpoint — the manual reload **Timeline:** 1. New model (`claude-sonnet-4-6`) added to `model_prices_and_context_window.json` 2. Admin trigg...

mcpbr is an open-source benchmark runner for evaluating AI agents and MCP servers across 25+ benchmarks including SWE-bench, HumanEval, GSM8K, CyberGym, and more.

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This section provides operational guidance for running and maintaining a production instance of ContextForge. Whether you're self-hosting, running in the cloud, or deploying to Kubernetes, this section helps you monitor, back up, and maintain the system. --- !!! tip "What's new in 1.0.0-RC-1" Multi‑tenancy (email auth, teams, RBAC, resource visibility) was introduced in v0.9.0 and is fully supported in 1.0.0-RC-1. - See the [Migration Guide](https://github.com/IBM/mcp-context-forge/blob/main/...

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**ContextForge** is a production-grade AI gateway, registry, and proxy for Model Context Protocol (MCP) servers, A2A Agents, and REST/gRPC APIs. It exposes a unified control plane with centralized governance, discovery, and observability, acting as a single entry point for tools, resources, prompts, and servers while federating local and remote nodes into a coherent MCP-compliant interface.

SERVER_ROOT_PATH="/your-prefix" ``` Then confirm the UI is accessible at `http://your-host:4000/your-prefix/ui/`.

Meeseeks is an AI task agent assistant that breaks a request into small actions, runs the right tools, and replies with a clean summary. This landing page mirrors the README feature highlights so the overview stays consistent. Update both when core positioning changes.

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Welcome! This guide is for developers contributing to ContextForge. Whether you're fixing bugs, adding features, or extending federation or protocol support, this doc will help you get up and running quickly and consistently. ---

There are specific instructions that Claude needs for ALL the intelligent textbook projects on each computer you use. These go in a file in the users $HOME directory: `$HOME/.claude/CLAUDE.md`

Welcome! This guide is for developers contributing to MCP Gateway. Whether you're fixing bugs, adding features, or extending federation or protocol support, this doc will help you get up and running quickly and consistently. ---

environment_variables: MAX_IMAGE_URL_DOWNLOAD_SIZE_MB: "100" ``` This feature improves reliability by: - Preventing memory issues from very large images - Aligning with OpenAI's 50MB payload limit - Validating image sizes early (when Content-Length header is available) ---

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> A unified gateway for Tools, Agents, Models, and APIs — with federation, virtual servers, retries, security, and an optional admin UI. **ContextForge** is a production-grade AI gateway that federates tools, agents, models, and APIs into one clean endpoint for your AI clients: - **Tools Gateway** — MCP, REST, gRPC-to-MCP translation, and TOON compression - **Agent Gateway** — A2A protocol, OpenAI-compatible and Anthropic agent routing - **Model Gateway** — LLM proxy with OpenAI API spec supp...

Canonical technical reference for every CLI flag, API endpoint, environment variable, and policy knob. - **[CLI Command Reference](./cli-command-reference.md)** -- Every command, subcommand, and flag for `skill-scanner`, `skill-scanner-api`, and the pre-commit hook. - **[API Endpoint Reference](./api-endpoint-reference.md)** -- REST endpoints, request/response models, and example payloads for the FastAPI server. - **[Configuration Reference](./configuration-reference.md)** -- Environment vari...

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Welcome! This guide is for developers contributing to MCP Gateway. Whether you're fixing bugs, adding features, or extending federation or protocol support, this doc will help you get up and running quickly and consistently. ---

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Navigation guide to comprehensive documentation for Hatchling's source distribution build target, including configuration options, file selection, metadata versions, and advanced features

> An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified control plane with centralized governance, discovery, and observability for all your AI needs. Optimizes Agent & Tool calling, and supports plugins. **ContextForge** is a production-grade AI gateway, registry, and proxy that federates tools, agents, models, and APIs into one clean endpoint for your AI clients. It exposes a unified control plane with centralized governance, discovery,...

???+ example "🚀 How can I install and run MCP Gateway in one command?" PyPI (pipx / uvx makes an isolated venv):

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This section provides operational guidance for running and maintaining a production instance of MCP Gateway. Whether you're self-hosting, running in the cloud, or deploying to Kubernetes, this section helps you monitor, back up, and maintain the system. --- !!! tip "What's new in 1.0.0-RC-1" Multi‑tenancy (email auth, teams, RBAC, resource visibility) was introduced in v0.9.0 and is fully supported in 1.0.0-RC-1. - See the [Migration Guide](https://github.com/IBM/mcp-context-forge/blob/main/M...

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