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"Understanding the Concept of LLM Context" matching MCP servers:
- AsecurityAlicense-qualityShare code context with LLMs via MCP or clipboardLast updated4297Apache 2.0
- AsecurityAlicense-qualityAn MCP server that provides LLMs access to other LLMsLast updated44477MIT
- -securityFlicense-qualityEnables LLMs to search YouTube for music, download videos as MP3 files, and play audio with playback controls.Last updated6
- -securityAlicense-qualityEnables creation of persistent, compounding knowledge bases using Karpathy's LLM Wiki pattern with LLM-maintained markdown wikis. Supports automated ingestion, cross-referencing, synthesis, and linting of sources as an alternative to traditional RAG systems.Last updated19MIT
- Apache 2.0
- -securityAlicense-qualityA meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.Last updated169Apache 2.0
- AsecurityAlicense-qualityEnables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek) through a standardized interface, making it easy to switch between models or use multiple models in the same application.Last updated16MIT
- AsecurityAlicenseAqualityRoutes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.Last updated3015MIT
- AsecurityFlicense-qualityProvides a universal bridge to interact with any OpenAI-compatible LLM API (local or cloud), enabling model testing, benchmarking, quality evaluation, and chat operations with performance metrics.Last updated8
- -securityAlicense-qualityAn open-source memory layer that provides persistent project context and architectural history for AI development tools across multiple platforms and sessions. It enables AI assistants to maintain a shared understanding of codebases while integrating directly with services like Notion for documentation management.Last updated15119MIT
- AsecurityAlicenseAqualityGive your AI assistant real-time LLM/VLM knowledge. Pricing, benchmarks, and recommendations — updated every hour, not every training cycle.Last updated426MIT
- -securityFlicense-qualityAutomatically extracts technical concepts from AI coding conversations, organizes them into a searchable knowledge base with hierarchy and categories, and links them to specific locations in your codebase.Last updated
- AsecurityAlicense-qualityToken usage tracker for OpenAI and Claude APIs with MCP (Model Context Protocol) support.Last updated6143MIT
- AsecurityFlicense-qualityEnables querying WolframAlpha's LLM API for natural language questions, providing structured and simplified answers optimized for LLM consumption.Last updated352
- -securityAlicense-qualityLLM Optimizer is an AI visibility intelligence platform. It analyzes how large language models and AI search engines perceive, cite, and recommend brands; then provides research-backed optimization strategies to improve that visibility.Last updated3MIT
- AsecurityAlicense-qualityA Model Context Protocol server that provides unified access to multiple LLM APIs including ChatGPT, Claude, and DeepSeek, allowing users to call different LLMs from MCP-compatible clients and combine their responses.Last updated71513MIT
- MIT
- AsecurityAlicense-qualityProvides comprehensive word definitions, pronunciations, meanings, and examples for any English word using the Free Dictionary API. Includes a random word-of-the-day feature with difficulty levels for vocabulary building.Last updated22MIT
- AsecurityAlicense-qualityAn MCP server that lets Claude Code consult stronger AI models (o3, Gemini 2.5 Pro, DeepSeek Reasoner) when you need deeper analysis on complex problems.Last updated121171MIT
- -securityFlicense-qualityA server that enables browser-based local LLM inference using Playwright to automate interactions with @mlc-ai/web-llm, supporting text generation, chat sessions, model switching, and status monitoring.Last updated3
- -securityAlicense-qualityAn MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.Last updated7,232
- Apache 2.0
- -securityAlicense-qualityClaude Context is an MCP plugin that adds semantic code search to Claude Code and other AI coding agents, giving them deep context from your entire codebase.Last updated155,872MIT
- -securityAlicense-qualityAn MCP server that provides persistent, cross-session memory and team knowledge sharing for AI development workflows. It enables project DNA scanning, semantic search, context budgeting, and git-aware indexing to prevent AI context loss between sessions.Last updatedMIT
- -securityAlicense-qualityA persistent memory and context management system for AI CLI tools that utilizes a three-layer architecture and semantic search to prevent context loss between sessions. It provides time-aware orientation and smart memory routing to help AI agents maintain project knowledge and architectural decisions.Last updated231MIT
- AsecurityAlicense-qualityChain of Draft Server is a powerful AI-driven tool that helps developers make better decisions through systematic, iterative refinement of thoughts and designs. It integrates seamlessly with popular AI agents and provides a structured approach to reasoning, API design, architecture decisions, code rLast updated15424MIT
- -securityFlicense-qualityTransforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format to enhance LLM reasoning quality while reducing token usage by up to 92.4%, supporting multiple LLM providers including Claude, GPT, Ollama, and local models.Last updated918
- AsecurityFlicense-qualityImplements the Chain of Draft reasoning approach to generate minimalistic intermediate reasoning outputs while solving tasks, significantly reducing token usage while maintaining accuracy.Last updated713
- AsecurityAlicenseAqualityLong AI conversations fail in predictable ways. Context-First fixes all four: Failure Mode What Goes Wrong Context-First Solution Context Drift AI forgets earlier decisions and intent as the conversation grows context_loop + detect_drift continuously re-anchor every turn Silent Contradiction New inputs silently overrule established facts — the AI doesn't notice detect_conflicts compares every inpLast updated28MIT
- -securityFlicense-qualityEnables LLM assistants to store, retrieve, and update user-specific context memory including travel preferences and general information through a chat interface. Provides analytics on tool usage patterns and token costs for continuous improvement.Last updated
- AsecurityAlicenseAqualityA high-performance MCP server providing up-to-date documentation for Go, npm, Python, Rust, Docker, Kubernetes, Terraform, and more — fetched from official sources, not training data.Last updated183MIT
- AsecurityAlicense-qualityProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.Last updated1015640
- AsecurityAlicense-qualityProvides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.Last updated63MIT
- -securityAlicense-qualityBridges local LLMs running in LM Studio with MCP clients like Claude Desktop to perform reasoning and analysis tasks while keeping sensitive data private. It features a suite of tools for local code review, privacy scanning, and content transformation using auto-discovered local models.Last updatedMIT
- -securityFlicense-qualityMCP server for the Clash of Clans API. Can get player, clan information, analyze ongoing wars, as well as war logs (provided they are public).Last updated41
- -securityAlicense-qualityBuilds rich code graphs from TypeScript/NestJS codebases using AST analysis and Neo4j, enabling semantic search, natural language querying, and intelligent graph traversal to provide deep contextual understanding of code relationships and dependencies.Last updated12613MIT
- PythonApache 2.0
- AsecurityFlicense-qualityGive your AI agents access to 8,500+ community curated awesome lists with over 1 million curated resources.Last updated246
- AsecurityFlicense-qualityA multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.Last updated1264
- -securityAlicense-qualityEnables Claude to automatically extract entities and relationships from URLs, PDFs, and YouTube videos to build structured knowledge graphs in Neo4j. It supports custom schemas, academic citation extraction, and community detection for advanced research and content analysis.Last updatedApache 2.0
- AsecurityFlicense-qualityAn MCP server that uses Groq's API to expose raw chain-of-thought tokens from Qwen's qwq model, enabling LLMs to think step-by-step before responding.Last updated112
- -securityFlicense-qualityThis MCP server provides an AI-powered productivity suite that connects Todo, Idea, Journal, and Timer apps with AILast updated6
- -securityAlicense-qualitySvelte and SvelteKit developer odcumentationLast updated159MIT
- AsecurityAlicense-qualityAn MCP server that enables processing of massive datasets up to 10M+ tokens using a recursive language model pattern for strategic chunking and analysis. It automates sub-queries and result aggregation using free local inference via Ollama or the Claude API to handle context beyond standard prompt limits.Last updated17MIT
- -security-license-qualityA static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.Last updatedApache 2.0
- AsecurityAlicense-qualityProvides persistent tool context that survives across Claude Desktop chat sessions, automatically injecting tool-specific rules, syntax preferences, and best practices. Eliminates the need to re-establish context in each new conversation.Last updated1028Apache 2.0
- -securityAlicense-qualityA scientific reasoning framework that leverages graph structures and the Model Context Protocol (MCP) to process complex scientific queries through an Advanced Scientific Reasoning Graph-of-Thoughts (ASR-GoT) approach.Last updated28MIT
- -securityFlicense-qualityA local Model Context Protocol server designed to share contextual information between an AI and a user. It primarily provides a tool to retrieve the current date and time in ISO 8601 format based on the server's local timezone.Last updated61
- AsecurityFlicense-qualityThe URL-Context-MCP MCP Server provides a tool to analyze and summarize the content of URLs using Google Gemini's URL Context capability via the Gemini API. Now also supports optional grounding with Google Search alongside URL Context. The server is designed to follow prompt-only orchestration: conLast updated257