MCP RAG Server
# MCP RAG Server MCP RAG Serverは、Model Context Protocol (MCP)に準拠したRAG（Retrieval-Augmented Generation）機能を持つPythonサーバーです。マークダウン、テキスト、パワーポイント、PDFなど複数の形式のドキュメントをデータ…
Directory
Search MCP Servers
Postgres Ai Guide
# pg-aiguide **AI-optimized PostgreSQL expertise for coding assistants** pg-aiguide helps AI coding tools write dramatically better PostgreSQL code. It…
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
Orionbelt Semantic Layer
OrionBelt Semantic Layer is an API-first engine that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse…
Tela
Self-hostable, markdown-native team wiki with a built-in MCP server: agents search, read, and write your wiki pages (ranked Postgres full-text + semantic…
Robrain
Shared memory across your team and your AI agents — with judgment.
Attestor
Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval…
Xata MCP server
The Xata MCP server lets AI assistants and agents interact with your Xata organizations, projects, and Postgres database branches.
Yourmemory
Persistent memory for AI agents with Ebbinghaus forgetting curve decay, hybrid BM25 + vector + knowledge graph retrieval, temporal reasoning, and a local…
perseus vault
Perseus Vault is a single Rust binary that gives AI agents durable memory across sessions. One binary. One file. No Docker. No Postgres. No cloud. Just…
Myco Brain
Self-hosted memory and knowledge-graph MCP server for AI agents. TypeScript on Postgres 16 + pgvector, 11 brain_* tools. Runs keyless: full-text and semantic…
Zaxy — event-sourced agent memory with cited checkout and reversible forgetting (stdio/SSE via PyPI)
Zaxy turns agent work into durable, auditable memory: a hash-chained Eventloom log as the source of truth, an embedded temporal knowledge graph for reasoning…
Hindsight Mempalace
Self-hosted long-term memory for AI agents. An MCP server that gives agents persistent, hierarchical recall (L0–L3) over pgvector — retain preferences…
docs-mcp-server MCP Server
# docs-mcp-server MCP Server A MCP server for fetching and searching 3rd party package documentation. ## ✨ Key Features - 🌐 **Versatile Scraping:** Fetch…
Wojtyniak MCP
# MCP-MCP: Meta-MCP Server [
AWS Knowledge Base MCP Server
# AWS Knowledge Base MCP Server ## Usage <table><tr><td>Claude Desktop</td><td>GitHub Copilot</td></tr><tr><td> ```json { "mcpServers": { "knowledge-base": {…
Obsidian Mcp Server
# Obsidian MCP Server [](https://github.com/smith-and-web/obsidian…
Heuresis
# @heuresis/mcp A Model Context Protocol (MCP) server that exposes a Heuresis workspace to any MCP-capable client (Claude Desktop, Claude Code, Cursor…
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
MCP Server with FAISS for RAG
# MCP Server with FAISS for RAG This project provides a proof-of-concept implementation of a Machine Conversation Protocol (MCP) server that allows an AI agent…
Notebook Intelligence
# Notebook Intelligence Notebook Intelligence (NBI) is an AI coding assistant and extensible AI framework for JupyterLab. It can use GitHub Copilot or AI…
Readium Mcp Server - Git To Markdown
# Readium MCP <p align="center"> <img src="https://raw.githubusercontent.com/pablotoledo/readium/main/logo.webp" alt="Readium MCP" width="200"> </p> [
Documentation MCP Server with Python SDK
# Documentation MCP Server with Python SDK ## Prerequisites - `uv` package manager, (optional but **highly recommended**) - claude desktop or cursor (…