📚 Wiki MCP Server
# 📚 Wiki MCP Server An MCP (Model Context Protocol) Server implementation for managing Confluence wiki pages. Supports: - Creating new wiki pages - Updating…
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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…
Rag Starter
# rag-starter — chat with your documents (RAG), with citations A production-ready starter that turns a folder of documents into a **cited Q&A service**. Drop…
Memory server for AI Chat with MCP interface
This is the MCP server with memory interface. It can be used with an AI Chat tool as a memory service
Coder DB - AI Memory Enhancement System
An intelligent code memory system that leverages vector embeddings, structured databases, and knowledge graphs to store, retrieve, and analyze code patterns…
MCP Documentation Server
The MCP Documentation Server serves documentation for various applications using the Model Context Protocol (MCP). It organizes and exposes documentation…
Bootstrap python service
Trying to use mcp servers for setting up local rag
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)
Cursor Chat History Vectorizer & Dockerized Search MCP
API service to search vectorized Cursor IDE chat history using LanceDB and Ollama
Databricks
Bridges Claude with Databricks environments, enabling natural language interaction with SQL warehouses and job management systems through FastAPI-based tools…
Browser Use
Enables AI assistants to interact with web browsers through a FastAPI server for web browsing, content extraction, and automation tasks with configurable LLM…
Aerith Admin (RBAC Dashboard)
Implements a structured 5-step development workflow for building RBAC dashboard applications using FastAPI, Git integration, and browser automation capabilities
📚 Wiki MCP Server
An MCP (Model Context Protocol) server implementation for managing Confluence wiki pages. It provides tools to create, update, delete, and search pages, with…
Aura Backend - Advanced AI Companion
The Aura Emotion AI system has chroma with a local embedding model, memvid qr code mp4 infinite memory, brainwave and neurochemical simulations…
BracketBot Multi-Robot Control
Enables simultaneous control of multiple robots through a unified interface for movement, sound playback, camera access, and status monitoring with precise…
Code2Flow
Generates visual code flow diagrams from source code to help understand program structure, execution paths, and architectural relationships without manual…
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": {…
Code-Index-MCP
A local-first code indexer that enhances LLMs with deep code understanding. It integrates with AI assistants via the Model Context Protocol (MCP) and supports…
🧠 Adaptive Graph of Thoughts
An intelligent scientific reasoning framework that uses graph structures and Neo4j to perform advanced reasoning via the Model Context Protocol (MCP).
Gres API
Gres is a minimalist AI command server for agents and developers. Snap pages, grab sites, source docs, and ask anything. One interface, zero fluff.
Kodadocs
AI-generated help docs for your web app in minutes, not weeks. KodaDocs is a Claude Code MCP server that reads your codebase, captures screenshots with a…
Strava
Integrates with the Strava API to enable access to fitness tracking data and activity information for analyzing workout patterns and athletic performance.
TokenKnows — distill AI coding sessions into weekly reports, ADRs and a knowledge graph
Distill AI coding sessions (Claude Code / Codex / Cursor) into weekly reports, ADRs, incident reviews and a knowledge graph — local-first, evidence-linked.
Heuresis
# @heuresis/mcp A Model Context Protocol (MCP) server that exposes a Heuresis workspace to any MCP-capable client (Claude Desktop, Claude Code, Cursor…