Diagram Guru
Since AI can write code, it can also maintain structured architecture diagrams for your team. DiagramGuru is the MCP tool that lets AI agents create, update…
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Universal Context Pipeline
Local-first MCP server that indexes folders, PDFs, code, and past AI conversations — and exposes them as a single grounded-search tool. Runs fully offline.
Context Generator
PHP-based tool for generating structured documentation from files, repositories, diffs, and URLs through a modular architecture with powerful configuration…
Unified Tool Kit
Provides a unified Docker-based server with over 100 integrated tools spanning file operations, web search, browser automation, data analysis, and document…
Chain of Draft Prompt Tool
Organizes prompts into structured, multi-step workflows through a chain execution system where outputs from one step become inputs for subsequent steps…
Discourse Search
Enables searching and retrieving content from Discourse forums through a single tool that queries posts using the discourse2 npm package.
Code Scanner Server
Analyzes source code across multiple programming languages to extract structural information like classes, functions, and variables, with flexible filtering…
N8N Workflow Summarizer
Transforms complex n8n workflow JSON files into clear markdown summaries, extracting nodes, connections, and functionality while generating conceptual Python…
saor-mcp
Your AI remembers now. Persistent brain that compounds across every session, every tool. Memories auto-link by tags. Free.
Canvas Student
Provides a bridge to Canvas LMS, enabling students to retrieve and manage course data like assignments, files, and to-do items through a lightweight Python…
README.md
Lightweight Python HTTP service that searches local files by name and returns JSON results for tools such as Cline.
Code Embeddings
A knowledge management tool for code repositories using vector embeddings, powered by a local Ollama service.
Langflow Document QA
Connects Claude Desktop to a Langflow-powered document question-answering system through a query_docs tool that processes document-based questions using a…
QR Codes
This client implementation allows users to retrieve the latest proxy nodes and generate QR codes for them. It utilizes the Model Context Protocol SDK and the…
Perplexity
Integrates Perplexity AI's API, enabling web-based research and cited answers through real-time search capabilities.
Sequential Ethical Thinking
A tool for structured, step-by-step ethical reasoning using multiple moral frameworks for transparent deliberation.
Qwen-Agent
A framework for developing LLM applications with capabilities like tool usage, planning, and memory, based on the Qwen model.
RAGify Docs
A Developers Tool — Scrape entire documentation recursively and ask questions using AI
Cala
Cala turns internet chaos into structured, verified knowledge that AI agents and LLMs can call as a tool.
ChunkHound
A local-first semantic code search tool with vector and regex capabilities, designed for AI assistants.
Roost
Give your AI agent a public URL to share its work: one tool (publish) turns any report/plan/doc into a clean, shareable web page. Free, no signup.
Skim
Turn any URL into clean Markdown for AI agents — one read(url) tool, hosted, no signup, no API key.
Auto API - YApi
A tool to retrieve API interface information from YApi, with authentication configurable via environment variables.
Stash Cloud
One memory URL. Every AI tool. Your rules, lessons, and context — recalled automatically, every conversation.