Toolkit for Coding Agents to work reliably with repo of any size.

Open Models MCP for Blender Using Ollama

MCPify is an AI enablement compiler that transforms existing applications into AI-native, agent-operable systems.

MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault

🛠️ The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude Code, Codex, pi.dev, Hermes, OpenClaw, and RVM (hardware-isolated sandbox).

MCP server for AI agent payments: pay-per-call APIs (search, scraping, data, compute, media, research) with no vendor keys and a spend ceiling on every call. Works in Cursor, Claude Code, Claude Desktop, and Codex.

CTX: a tool that solves the context management gap when working with LLMs like ChatGPT or Claude. It helps developers organize and automatically collect information from their codebase into structured documents that can be easily shared with AI assistants.

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

A structural code search engine for Al agents.

lunar.dev: Agent native MCP Gateway for governance and security

A suite of MCP tools for AIs to analyze and modify C# solutions with high signal, Roslyn powered context.

MCP for semantic code search & navigation that reduces token waste

OrcaSlicer MCP — drive OrcaSlicer from Claude or any MCP client: load models, tune settings, slice, analyze

From text & real sources to maintainable .drawio architecture models: Diagram IR with source-kind profiles, incremental sync preserving manual layout, multi-view projection, architecture-as-test with a CI action, query/review, what-if, accessible Story Mode, and a built-in MCP server

Python, LlamaIndex, LangChain, 15 Property Graph, 4 RDF , 10 Vector, OpenSearch, Elasticsearch, Alfresco, Nuxeo DBs. 14 data sources (10 auto-sync), KG auto-building, Ontologies, LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat. TypeScript React, Vue, Angular frontends, REST, MCP Server. Options: Langflow, CocoIndex

Shell and coding agent on mcp clients

A Model Context Protocol server that executes commands in the current iTerm session - useful for REPL and CLI assistance

Complete Unreal Engine development toolkit exposed as MCP tools.

A clean and efficient code snippet and clipboard management tool designed for developers

Share the same project justfile tasks with your AI Coding Agent.

A2A protocol client for your terminal

A minimal Rails API template for creating MCP (Model Context Protocol) servers with robust tool execution capabilities and examples.

Open-source coding agents memory. Records issues, attempts, fixes and decisions, then warns your agent before it repeats an approach that already failed. Native MCP server for Claude Code, Cursor, Antigravity and Codex. 100% local, no cloud, no telemetry. MIT.

A server that helps people access and query data in databases using the Legion Query Runner with Model Context Protocol (MCP) in Python.