51 packages found
Persistent AI memory for Claude Code, OpenClaw, and any MCP-compatible agent. BM25F + vector hybrid, governance-aware, l
Durable hybrid memory for AI agents: vector + BM25 + temporal + graph recall, exposed through MCP, HTTP, and Python.
MCP server for semantic code search — AST-aware chunking, hybrid dense+sparse search, 160+ languages
SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-ma
CPersona — Persistent AI memory server with 3-layer hybrid search, confidence scoring, and 29 tools. MIT licensed.
A Retrieval-Augmented Generation (RAG) system that leverages Google's Agent Development Kit (ADK) and Qdrant vector data
Production-grade persistent memory service for AI agents — FastAPI + pgvector + local ONNX embeddings
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.
Self-improving memory for AI agents
High-precision calculator MCP server — goes beyond arithmetic to calculus (derivatives, integrals) and equation solving,
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. E
AI-powered documentation RAG system with MCP server for Claude Code. Search and retrieve technical documentation on-dema
The best-benchmarked open-source memory system for AI coding assistants
A deliberately lite personal brain: Obsidian to browse, Claude Code for everything else. No vector DB, no embeddings, no
Unreal Engine Vibe Coding tool
Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.
Self-hosted documentation RAG pipeline that serves semantic search to LLM agents over the Model Context Protocol.
Cognitive memory for AI agents. Pure Rust, <1ms recall, 2.7MB, zero cloud. Patent Pending.
Fast Python web crawler for RAG and AI ingestion. Extracts clean Markdown from any site for LLMs and vector stores.
Local-first, project-aware memory MCP server for Claude Code, Codex, and other AI agents, with Obsidian and an owner das
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents
Zero-config MCP server for searchable documentation (SQLite default, PostgreSQL optional)
AI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://disco
Personal Telegram knowledge base — forward anything, search via DM. Hybrid SQLite + FTS5 + vector + voice, MCP server fo
The missing layer between AI and the web. Open-source escalating web unlocker + read/search/transcribe/grab across web,
One memory. Every AI tool. Yours to keep. Local-first, MCP-compatible, Apache 2.0.
Persistent semantic memory server for MCP - Give your AI long-term memory that survives across conversations. Lightweigh
Always-on context for AI agents: screen capture, OCR, voice, MCP server. Local-first, AGPL-3.0.
Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple se
Persistent memory and session intelligence for AI coding assistants. Auto-tracks mistakes, decisions, and context via ho
Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-
A multi-step LangChain v1 sales-conversation agent that uses the Azure OpenAI Responses API, an MCP server with Postgres
Universal memory layer for AI applications. Self-host in minutes. Open source.
Persistent engineering memory for coding agents over MCP.
@Abhigyan-ShekharMCP server for external memory layer for AI agents + more . Download from pypi , and get started
Governed memory for long-lived coding agents. Trust, provenance, conflict detection. Local-first.
MCP search and evidence tool for AI agents with query rewriting, source zoom-in, sourced answers, and runtime metrics.
VTK is all you need. AI-Ready VTK visualization for science and engineering.
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip i
Official Oxylabs MCP integration
Image and video understanding + generation for AI agents -- across Gemini, OpenAI, and Grok.
Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
Open-source MCP Server for web search, content extraction, library docs & multimodal analysis.
Pay-per-call OKX.AI ASP: compares resume text vs a job description, returns a fit score, missing keywords, ATS formattin
pythonanywhere-mcp-server
MCP EU AI Act Compliance Scanner - Open source tool to detect EU AI Act violations in codebases
MCP server for the Sovereign AI Blog: Search, retrieve, and diagnose tools for self-hosted AI on NVIDIA DGX Spark.
Your local-first AI ad ops crew. Works with Claude Code, Cursor, Codex & Gemini.
Read-only MCP server for official Python docs: local index, no API keys, exact symbol lookup, version-aware retrieval.