All Documents
3,528 documents available
🤖 MCP Server for AI Tools
Documents how to start and connect an MCP server that exposes 11 AI-accessible tools and 9 read-only resources for a component library.
Exa MCP
Configures an MCP server that gives AI assistants real-time web, academic, company, and social search via the Exa API.
Function Calling / Tool Use
Documents eight tools an LLM can invoke to read, search, patch, and create files in a workspace.
Advanced Tool Use Implementation
Reduces context window usage by 88% through tiered tool loading, on-demand discovery, and batch sandbox execution.
api_llm Specification
Defines a workspace of thin HTTP API clients for major LLM providers with no abstraction layer and explicit developer control.
txDevMCP
Documents i-Telex error codes, printer startup feedback, and three dialling modes (instant, timeout, plus) for piTelex MCP.
第5章：ツール利用
Explains the tool-use pattern for LLM agents and provides three framework-specific code examples (LangChain, CrewAI, Google ADK).
Agent Skills
Presents a slide deck explaining the Agent Skills concept, its relationship to Tool Use and MCP, and how major platforms implement it.
Fetch budgets for each unique level
Describes three beta features, Tool Search Tool, Programmatic Tool Calling, and Tool Use Examples, that reduce context bloat and improve tool selection accuracy for Claude agents.
AGENTS.md
Documents the architecture, API managers, development commands, and rules for an Anthropic Claude Rust client library.
Great Deep Learning Tutorials for Natural Language Processing (NLP)
Curates 200+ links to deep learning NLP tutorials, papers, libraries, and datasets, organised by topic.
Paper List for Machine Learning Systems
Curates 400+ research papers on machine learning systems, organized by topic from data processing to distributed training.
Gemini by Example
Collects 20+ Gemini API code examples covering text, images, audio, video, PDFs, agents, and token counting.
LLM Constraint Agent - Implementation Plan
Plans a hybrid LLM agent that translates natural-language budget descriptions into structured JSON for an OR-Tools CP-SAT solver with hard and soft constraints.
Anthropic Tool API in TypeScript
Walks through adding tool use (function calling) to an Anthropic Claude TypeScript app with a weather lookup example.
Datalevin MCP Server
Runs a local Datalevin MCP server over stdio, exposing read-only or read-write database tools to any MCP-compliant client.
Note 7: Scaling Tool Use — Advanced Patterns + Token Economics
Teaches six advanced patterns to reduce token consumption and cost when scaling tool-using AI agents.
MCP (Model Context Protocol)
Explains the Model Context Protocol (MCP) architecture, its JSON-RPC flow, and how FastMCP simplifies server creation.
Model Context Protocol (MCP) 2025-06-18: Complete Implementation Guide
Explains the 2025-06-18 MCP specification with five key features, architecture, and code examples for building enterprise-grade servers.
Ollama
Provides an Elixir client for Ollama's API, supporting chat, completion, streaming, structured outputs, and tool use.
New Papers
Collects and categorises 100+ papers on tool use, reasoning, and RL for LLMs, with personal notes and links.
AGENTS.MD — Akıllı Kariyer Asistanı · AI Geliştirici Protokolü
Defines an autonomous AI developer agent's role, authorized files, coding standards, function tools, and PR checklist for a career assistant project.
MODEL CONTEXT PROTOCOL (MCP)
Explains the Model Context Protocol (MCP) as a universal standard for connecting AI tools to external services, solving the N×M integration problem.
agents.md — *Codex* Engineering & Data Fetch Agent
Defines an OpenAI Assistants API agent that fetches stock data, generates code, and returns structured results with strict schema validation.