MCP

Community edition of Merlin, a local-first deduplication tool for LLM context and RAG pipelines. The repo includes quick-start install steps, MCP and editor integrations, savings claims, and rollback guidance.

A printable quick-reference page for Codex CLI, covering commands, flags, TUI shortcuts, approvals, config, models, MCP, skills, and subagents.

Reduck MCP is a browser-memory layer for AI agents that lets them reuse site-specific scripts instead of relearning web workflows on every run. The page includes the product pitch, example use cases, a demo claim, and setup steps for Claude Code and other MCP clients.

A web tool that turns a public website into an MCP server so AI agents can search and read its content via a generated link.

An open, code-first fork of the Model Context Protocol focused on keeping the spec permissionless and transparent. The repo includes the protocol spec, schema, docs, compatibility notes, and build instructions.

An open-source course and reference implementation for a self-scaling OCR pipeline on Kubernetes, using Rust for ingestion, vLLM for inference, Redis and KEDA for event-driven scaling, and MCP integration for agent use.

TZRO is a local-first MCP gateway that offloads token-heavy repository and file operations to local models, aiming to reduce cloud AI token costs for coding workflows.

Aerial is a local-first Rust tool for agent-to-agent messaging and orchestration, with durable mailboxes, a supervisor, and an MCP adapter. The page shows what it does, how it works, and basic install commands.

agentpack is a tool for staging reproducible AI coding environments across agent harnesses like Claude Code, Codex, Cursor, and OpenCode. It manages skills, hooks, MCPs, and other agent configuration from a single manifest without polluting the project or user config.

A post about TMA1 v2, a local observability and context-sharing tool for coding agents. It adds an MCP server, hook-based context injection, and cross-agent sharing between Claude Code and Codex.

An open-source, headless CRM built for Claude and other agents, centered on a portable .acrm file, a CLI, and versioned SQL-backed workflows for sales data, transcripts, and follow-up tasks.

A weekly curated index of AI research papers from DAIR.AI Academy, with searchable archives, topic filters, and an MCP setup for use with Claude Code or Codex.

MineTrials is a benchmark-style writeup exploring how far AI agents can get in one hour of Minecraft, comparing models and harnesses and highlighting performance, cost, and a best run.

Cloudflare’s changelog post announces optional OAuth scope selection for Wrangler and the Cloudflare API MCP server, letting users grant only the permissions they need during authorization.

Conveyor is a software factory for agent-written code. It queues work from requirements, system design docs, and decisions, then lets operators confirm plans while local agents implement and review changes with traceable lineage.

A lightweight SQLite FTS5 memory layer and MCP server for Google Antigravity agents, with CLI tools for storing, searching, and syncing facts.

An MCP server that converts images into ASCII art so text-only LLMs can attempt image interpretation. The README includes a short explanation, example setup, and a clear description of its limitations.

OneRingAI is an open-source TypeScript library for building AI agents with integrations and graph memory. The repository shows a substantial codebase with docs, setup files, testing, MCP-related material, and references to supported models and multimodal capabilities.

A searchable library of 71,262 hand-drawn SVG icons with AI/MCP access for tools like Claude Code, Cursor, VS Code, and Codex.

A local speech-to-text MCP server for AI agents, with CLI transcription and support for Parakeet or Granite backends.

An AI agent built to help manage ADHD-related workflows through Telegram. It connects to calendars, Todoist, Obsidian, web search, browser automation, TTS, and uses memory, sub-agents, and specialist personas for planning and task handling.

A visual workspace where designers, engineers, and AI agents work on the same canvas, with live code, previews, collaboration, and integrations for tools like Claude Code, Codex, Cursor, GitHub, and MCP.

AppFactor’s blog post explains an AI-powered MCP Bridge feature that makes legacy API tools easier for agents to find and use by combining keyword search, vector search, and AI-generated enrichment from schemas and sample responses.

A blog post describing ptc_runner’s MCP server and code-mode approach, where agents run short-lived untrusted programs inside a small Lisp REPL instead of Python or JavaScript.