Results for “semantic”

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures

Reliable research infrastructure for AI agents. Evidence-backed web search with citations, confidence scores, and Clarit

Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-

Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via ho

Self-hosted MCP server and coordination layer for AI agent fleets: shared memory, tasks, messaging, and session handoffs

Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.

SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma

The best-benchmarked open-source memory system for AI coding assistants

Live context engine for AI assistants — resolve-before-context, session waypoints, and tool-selection intelligence for H

🧠 Privacy-first MCP server for AI memory management. Save, search & organize chat history with intelligent summarizati

@Abhigyan-Shekhar

MCP server for external memory layer for AI agents + more . Download from pypi , and get started

Universal memory layer for AI applications. Self-host in minutes. Open source.

AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://disco

Open-source metasearch backend, MCP server, and AI search API for LLM agents. Python FastAPI search gateway with Google

Open-source MCP Server for web search, content extraction, library docs & multimodal analysis.

Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.

@meilisearch✓ Official

Full-text and semantic search engine — official Meilisearch

Benchmarked agent execution runtime for Python. Sub-10ms cold starts, real-time streaming, time-travel debugging, and se

A multi-step LangChain v1 sales-conversation agent that uses the Azure OpenAI Responses API, an MCP server with Postgres

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to

A Claude Code plugin that gives Claude persistent memory across sessions — stores lessons and decisions as markdown in y

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple se

Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.

AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-dema

Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.

A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data

Claude Code in Docker. Drop-in OpenAI-compatible API, MCP server, Telegram bot, and CLI — five interfaces, one image. Pe

Autonomous agent for Kubernetes incident detection, diagnosis, and mitigation using LLMs and modular workflows. Integrat

Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip i

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. E

Persistent engineering memory for coding agents over MCP.

One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.

Local-first Obsidian MCP server for Codex, Claude Desktop, and markdown vault automation.

Official Python, TypeScript, and MCP-server clients for the SentiSift API.

Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.

Search infrastructure for AI agents: free by default, MCP-ready, LLM-context aware, and production-grade when needed.

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file pa

@pghdma

Model Context Protocol (MCP) server for the CallRail REST API v3 — query calls, form submissions, transcripts, and more

MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as Model Context Protocol tools.