RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 8.3K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Web Search Addon For Offline LLM
RAG + offline MCP Server for llama.cpp and LM Studio | web search during Iran internet disruptions
GHL API Docs
GoHighLevel API v2.0 docs in clean Markdown — 300+ endpoints, 31 resources, ready for AI agents, LLMs, MCP servers, and RAG pipelines. Save your Firecrawl tokens.
AskAi
Open Source RAG based index, search, summarisation and AskAI LLM project. Complete product end to end ready to use.
Lit Monitor
Literature monitor — ranks new papers by similarity to your Zotero library and generates structured Obsidian notes via LLM extraction.
Agentic Quant Studio
Agentic Quant Studio — An intelligent workspace for building autonomous AI agents in quantitative finance. Research, code generation, backtesting, and RAG-powered knowledge — all…
Dokumen Pintar
Universal MCP server for document CRUD across formats (TXT, JSON, YAML, CSV, XML, DOCX, XLSX, PPTX, PDF) — with versioning, sandboxed multi-root workspace, full-text search, batch…
AI Longterm Wiki Memory ClaudeCode
Persistent semantic memory for Claude Code. Three-layer wiki + LanceDB vectors, hooks, self-healing lint, knowledge graph. Native MCP integration.
Z Winnow
winnow — 把群聊噪声压缩为结构化知识：LangGraph 降噪管道 + L3 知识层 + MCP 接口 + 长期群记忆
UnPeeragogy
What peeragogy can't explain. Dual-column reading: theory vs reality. AI-native knowledge base with MCP server.
Sage Audit
The Unified 3-Pillar Audit Engine for SEO, Entity AEO, and Generative Engine Optimization (GEO). CLI + Python library + MCP server.
SessionRelay
会话接力：本地优先的 AI 编程会话记忆层 — 五源捕获 · 中文检索 · MCP 15 工具 · HOP 交接包 | Local-first memory layer for AI coding assistants
Trailmem
Local-first, graph-linked persistent memory for AI coding agents — MCP server + CLI. SQLite knowledge graph, typed edges, 4-band dedup, once-per-session briefings, no telemetry.
Descry
Local hybrid (vector + BM25) code search for AI coding agents — AST chunking, MiniLM embeddings on ONNX, Go call graph, MCP server. No external services.
Agent Project Intelligence
Persistent project intelligence for AI coding agents — code indexing, dependency graphs, and context retrieval. | 面向 AI 编码智能体的确定性认知基础设施：代码图谱、文档生命周期与紧凑上下文检索。
Pawrecall
🐾 Every conversation leaves a print. Cross-agent AI conversation history search — one Python file, zero deps, MCP + CLI + skill, perfect CJK.
Code2Database
Scan C/C++/Go/Python/Java/Rust/etc. codebases and generate directed call graphs with call ordering, conditions, conditional compilation paths, concurrency analysis, and confidence…
Veiled Stars
一本和自家 agent 一起维护的私人塔罗手帐：可检索、可追加、可回望。MCP server + 手机优先网页界面，数据全留本地。
Nasbridge
MCP server for TrueNAS — manage ZFS pools, datasets, snapshots, SMB/NFS shares, VMs and replication from Claude Desktop, Claude Code or Cursor. 278 actions behind one hierarchical…
Hyponoia
Code context engine for AI coding agents — indexes repositories into a queryable graph and returns exact code spans instead of whole files
Compendium
MCP server that compresses, summarizes, and filters context to minimize LLM token usage
Cks MCP
The operational interface between LLMs and verifiable knowledge — MCP tools, autonomous agents, CRDT replication, and a visual studio.
Senior Code MCP
MCP server giving coding agents semantic + structural search over your codebase, so they reuse proven patterns instead of guessing. Finalist - Cursor × Superteam Geor…
OpenMob
Your phones on your desktop — and in Claude. Open-source Android + iOS device lab: live mirror, tap/type, app-scoped logs, Flutter hot reload, an lldb debugger, and an MCP server…
RazorpayX ShopSmart AI
🛒 ShopSmart AI An AI-powered e-commerce shopping assistant built for the Razorpay AI Buildathon. ShopSmart AI combines LLM-powered product discovery, recommendations, agentic w…
Shelfmark
Local hybrid retrieval (BM25 + embeddings) for agent memory & code, in one SQLite file. No cloud, no services. MCP server included for Claude Code and other agents.
Minecraft Codex Companion
Local-first Minecraft Forge 1.20.1 AI NPC companion with T-chat, crafting, building, deep mining, dragon riding, and Codex/Claude/Antigravity MCP support.
Genai Agents Handbook
Production-ready templates and concepts for AI Engineering. Featuring advanced RAG pipelines, multi-agent workflows, prompt optimization, and MCP server integrations for extending…
Semantic Search Project
Deliver fast, scalable semantic search using vector embeddings and cluster-aware caching for efficient, context-based text retrieval.
Daydreamer
The Future Remembers
Client Typescript
Model Context Protocol (MCP) For Client Developers
Doc7
Convert any document—PDFs, Office files, scans, charts—into AI-ready Markdown for seamless search, quoting, and reasoning.
Fbratten
Infrastructure for AI agents that remember, coordinate, execute safely, and improve.
Clay CXD
Contextual Memory Intelligence for AI Systems - Persistent memory, cognitive tools, and adaptive reasoning capabilities for LLMs Experimental memory system for LLMs (see MemMimic…
Cheesy MCP
Leverage Cloudinary's MCP Servers for Cursor
AI Powered SQL Assistant
AI Powered SQL assistant
Hands On MCP
A simple MCP (Model Context Protocol) server that provides weather alert information for US states, leveraging the National Weather Service (NWS) API. It also includes an example…
Estragon
Estragon is an initial implementation of the MCP protocol for Godot 4, enabling seamless communication between your game and AI assistants. Whether you're building a text-based ad…
Code PR Analyzer
Python-based tool designed to automate the retrieval, analysis, and storage of GitHub pull request data. It integrates with the GitHub API to fetch pull request metadata and file…
Custom MCP Servers
Learn the ins and outs of Model Context Protocol, MCP servers, and custom implementations
Agentic Rag MCP
Multi-agent RAG (LangGraph) exposed as an MCP server: plan -> retrieve -> synthesize -> self-critique with citations. Claude + pgvector + Voyage + Firecrawl.
JAR A2A Protocol
Diseño e Implementación de interconexión entre LLM y Espacios de Datos
AI Managed Shopping List
An AI application that leverages the Model Context Protocol (MCP) to allow an LLM to manage a local PostgreSQL database via natural language.
Langgraph Claude Azure MCP
An intelligent Model Context Protocol (MCP) server for Azure AI Search integration with Claude Desktop - Transform enterprise document search into natural AI conversations using L…
Voice App
Agentic Product Catalog
Web Rag Fusion MCP Server
A powerful RAG (Retrieval-Augmented Generation) server with dynamic embedding provider support via the Model Context Protocol (MCP)
Friendantial
Get prepared with your day-by-day investment portfolio with AI financial agent. 주식 AI Agent (국장 종목 추천 프로그램)
Agent Starter Kit
A complete starter kit for building custom AI agents using the Model Context Protocol (MCP). Includes a minimal MCP server, OpenAI integration, and sample tools to help developers…
Remembrances
Configuration and deployment setup for Remembrances-MCP. Includes automated Docker/Ollama setup with GPU detection, embedding model management (nomic-embed-text, CodeRankEmbed), a…
Automation Portfolio
🚀 Portfolio de Automatización & IA: Colección de flujos avanzados en n8n, chatbots con MCP, integraciones RAG (Vector DB) y automatización de facturas
LangChainHandsOn
This repository is dedicated to learning and experimenting with LangChain. It contains hands-on examples, notes, and mini-projects that explore concepts like prompt engineering, L…