轻量级知识库系统，支持知识库管理、文本/txt 上传、语义检索、流式返回，并将检索能力封装为 MCP Server，供 Agent 调用。
One-click knowledge system for documents, internal bots, and AI agents
Local-first memory governance for AI agents: shared, reviewable, auditable memory via SQLite and MCP.
A production-ready Model Context Protocol (MCP) server for semantic memory management
MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with AES-256-GCM, synced to Arweave. No server, no account, recoverable w
Open-source AI development assistant via Model Context Protocol (MCP). Turn Claude or any LLM into your personal coding assistant. Privacy-first with local semantic search, AI-assisted editing, persis
CLI for Tana integration - query, create, sync, and manage Tana workspaces with semantic search and MCP Server
Local-first memory layer for LLM apps and agents. Runs offline on Ollama, sentence-transformers and FAISS; OpenAI and Anthropic optional. Importance scoring, contradiction resolution, confidence-aware
Local-first CLI + MCP server: Any file → AI-ready Markdown + JSON
Open source memory infrastructure for AI and humans. Turn scattered knowledge into AI-ready context across Claude, Cursor, ChatGPT, and any MCP client.
MCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.
DevContext is a cutting-edge Model Context Protocol (MCP) server designed to provide developers with continuous, project-centric context awareness. Unlike traditional context systems, DevContext conti
Calibre library automation via FastMCP — metadata, shelves, RAG, ai workflows. Plus webapp and tauri rust winapp
Cognitive memory for LLM agents — local-first, and shareable across a team through the cloud.
Git-backed wiki engine with MCP server — build knowledge that compounds
MCP server for org-mode and org-roam knowledge base management
One local, searchable index of your AI coding-agent history Claude Code, Codex, Cursor, Gemini & more. Keyword + semantic search, MCP server, CLI & VS Code extension.
Local RAG layer and optimizer for your Markdown knowledge base. CLI + MCP server: grounded answers for any AI client, stale-note detection, session harvesting into memories. Local-first.
A self-contained MCP server in docker that combines the Crawl4AI, SearXNG, and Supabase to provide AI agents and coding assistants with complete web search, crawling, and RAG capabilities.
Persistent memory and cross-session learning for AI coding assistants (hosted remote MCP).
GeneXus MCP server with native SDK support for GeneXus 16–18 plus basic legacy compatibility for GeneXus 8, 9, 10.1–10.3, and 15 via reflection/COM drivers.
Pinecone Assistant MCP server
A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.
IDE-style navigation for structured data — code, JSON, YAML. Jump to definitions, find callers, follow references. Available as an MCP server or a mounted folder.
The Wiki-link doc compiler for the LLM era.
Cross-session memory for AI agents with a Source Receipt for every memory, over MCP.
Caelune (凯露恩) — Local-first retrieval for private Markdown, PDF, and Tika documents, with a Windows desktop app and read-only MCP server.｜本地优先的私人知识检索工具。
Local, full Windows search replacement, clipboard manager, and launcher: files, apps, settings and semantic media search with Google's EmbeddingGemma 2.
A Model-Context Protocol server for the MITRE ATT&CK knowledge base
MCP server that gives AI agents persistent memory with semantic search
Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP cl
Rimworld Coding RAG MCP server
MCP server for external memory layer for AI agents + more . Download from pypi , and get started
Persistent memory for Claude Code. Your AI never starts from scratch again.
Long-term memory for AI agents: a bitemporal knowledge graph with cited answers.
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings + MCP server for Cursor & Claude.
Tüm dizin
RAG, graflar ve uzun süreli ajan belleği. 2,577 sunucu, en çok kullanılanlar önce. Her biri yayıncının sayfasını açar.
