Wandering RAG
A CLI tool for personal RAG that retrieves data from Notion, Obsidian, Apple Notes, etc., stored in Qdrant and exposed as an MCP server.
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Tribal (Error Knowledge Base)
Stores and retrieves programming error knowledge through vector similarity search, enabling development teams to build a shared database of errors and…
Memra
Memra MCP server — persistent memory for AI agents. EU-hosted, privacy-first, sub-100ms hybrid recall.
Qdrant DevContainer for File Embeddings
# Qdrant DevContainer for File Embeddings This project provides a development container setup for running Qdrant with file embeddings. It includes everything…
OCI Documentation MCP Server
Model Context Protocol (MCP) server for OCI Documentation
Aleph-10: Vector Memory MCP Server
Vector Memory MCP Server - An MCP server with vector-based memory storage capabilities
AgenticMind
Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per…
🐝 Swarms MCP Documentation Server
MCP server to connect AI agents to any github corpa
AI Agent Memory MCP Server
Agent-agnostic persistent memory as an MCP Server (SQLite + Chroma + Markdown)
Documentación del TFG: Interconexión entre Espacios de Datos e Inteligencia Artificial Generativa
Diseño e Implementación de interconexión entre LLM y Espacios de Datos mediante Model Context Protocol (MCP)
Azure Resource Graph
Enables querying and retrieving detailed information about Azure resources across subscriptions through Azure Resource Graph API for cloud infrastructure…
Lain Mcp
## What is LAIN-mcp? LAIN-mcp is a Rust MCP server that gives AI coding agents real architectural awareness of your codebase — not just line-by-line search…
Chroma
Integrates with Chroma vector database to enable collection management, document operations, and vector search capabilities for knowledge bases and…
dbt-docs
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt…
QDrant RagDocs
Integrates Retrieval-Augmented Generation using Qdrant vector database and embeddings to enable semantic search and management of documentation.
Choose (Google BigQuery)
Integrates with Google BigQuery and BigQuery Storage to enable efficient execution of SQL queries, schema retrieval, and large-scale data analytics on cloud…
Piia Engram
Persistent AI memory across tools — remember your preferences, code standards, and decisions across Claude Code, Cursor, Codex, and any MCP tool. Local-first…
IDE Memory MCP
IDE Memory MCP gives AI coding agents a persistent memory layer that works across any IDE supporting the Model Context Protocol. Write project context once —…
Atlassian Cli
Single-binary MCP server and CLI for Jira and Confluence. CI/CD-friendly, context-efficient, supports both Cloud and Server/DC.Copy
MCP Atlassian
Interact with Atlassian tools like Confluence and Jira.
Graphify Ts
Local MCP server and context compiler that turns TypeScript/Node workspaces into compact, verifiable context packs for AI coding agents.
Casemgr Mcp
Shared workspace your AI agents write to. CMMN case management with 184+ MCP tools: cases, tasks, event-driven workflows with sentries, persistent memory with…
Stateless Agent Memory Engine (SAME)
Memory with integrity for AI coding agents. SAME tracks provenance, flags stale knowledge, and surfaces contradictions; so your AI trusts what's current, not…
Amem
The memory layer for AI coding tools. Local-first, semantic, 9 MCP tools with consolidation and project scoping. Works with Claude Code, Cursor, Windsurf & any…