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The operating system for AI infrastructure discovery. Search a live map of MCP servers, AI agents, LLM tools, automation systems, and developer infrastructure.
LLM & GenAI Engineering
266LLM apps, prompts, RAG, embeddings, model gateways, inference utilities.
Specializations
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WeKnora
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
LLM & GenAI Engineering
15.8k2.0k
langchain4j
LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Qu
LLM & GenAI Engineering
12.1k2.3k
claude-context
Code search MCP for Claude Code. Make entire codebase the context for any coding agent.
LLM & GenAI Engineering
11.6k857
honcho
Memory library for building stateful agents
LLM & GenAI Engineering
4.7k549
telegram-search
🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history
LLM & GenAI Engineering
3.9k253
SocratiCode
Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less tokens, 84% fewer cal
LLM & GenAI Engineering
2.8k370
neuron-ai
The PHP Agentic Framework to build production-ready AI driven applications. Connect components (LLMs, vector DBs, memory) to agents that can interact with your data.
LLM & GenAI Engineering
1.9k215
memsearch
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
LLM & GenAI Engineering
1.9k178
openagent
AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangChain, featuring one-click Docker deployment.
LLM & GenAI Engineering
81281
NornicDB
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based
LLM & GenAI Engineering
76343
aimock
Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.
LLM & GenAI Engineering
61440
memento-mcp
Memento MCP: A Knowledge Graph Memory System for LLMs
LLM & GenAI Engineering
41961
solon-ai
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.
LLM & GenAI Engineering
39959
exograph
Build production-ready backends in minutes
LLM & GenAI Engineering
34720
langconnect-client
A Modern GUI Interface for Vector Database Management(Supports MCP integration)
LLM & GenAI Engineering
32778
spring-ai-summary
SpringAI，LLM，MCP，Embedding
LLM & GenAI Engineering
319127
Alice
Alice is a voice-first desktop AI assistant application built with Vue.js, Vite, and Electron. Advanced memory system, function calling, MCP support, optional fully local use, and more.
LLM & GenAI Engineering
28640
Mimir
Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across sessions and chat contexts allowing worker agent to learn from errors in past runs. Includes Drag and Drop multi-agent orchestration
LLM & GenAI Engineering
27628
claude-context-local
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
LLM & GenAI Engineering
23130
corpusos
Open-source protocol suite standardizing LLM, Vector, Graph, and Embedding infrastructure across LangChain, LlamaIndex, AutoGen, CrewAI, Semantic Kernel, and MCP. 3,330+ conformance tests. One protocol. Any framework. Any provider.
LLM & GenAI Engineering
2247
Awareness-Local
Local-first AI agent memory — one command, works offline, no account needed. Give your Claude Code, Cursor, Windsurf, OpenClaw agent persistent memory. Markdown storage, hybrid search (FTS5 + embedding), MCP protocol, Web dashboard.
LLM & GenAI Engineering
2132
yantrikdb-server
Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.
LLM & GenAI Engineering
1549
skills
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
LLM & GenAI Engineering
14818
iai-mcp
The best-benchmarked open-source memory system for AI coding assistants
LLM & GenAI Engineering
13316