RAG MCP servers
RAG MCP servers indexed by Conduid, ranked by trust score. 7.9K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
Locus
mind readingly accurate, blazingly fast codebase search, written in pure rust.
Claude Memory MCP
A Model Context Protocol (MCP) server that gives AI assistants a persistent local memory using SQLite and semantic search. 100% offline, zero API keys.
Mnema
🧠 Mnema — Long-term memory for AI via MCP × Vector DB. Pluggable backends, hybrid search, Auto Dream consolidation, CLI + REST API + SDK.
Astrolabe
The full-state-verification layer for AI coding agents: one native MCP server (Rust host, C engine) that turns a repository into measured, grounded, guarded, predictive, self-impr…
CodePrism
Standalone Python package + MCP server that builds and maintains a persistent knowledge graph of any codebase, exposing precise, token-efficient context to AI coding agents.
Okforge
A local-first LLM knowledge-base engine that compiles documents into an OKF-conformant, citation-backed wiki
Agent Skills
Agent Skills - 59 skills for AI agents (Sisyphus, opencode): frontend-perfection (Lighthouse audit), secret-scanner, security-review, commit-lint, coverage-analyzer, api-contract-…
Code Context Engine
MCP context engine for AI coding agents: a local code graph answers "which files does this task need?" — folded evidence packets instead of whole files. Recall 1.000 on repos it w…
MCPGateway
Searchable MCP and AITool gateway for .NET, built on Microsoft.Extensions.AI with embedding-based tool discovery, lexical fallback, and unified execution
Seshat Runtime
Open-source Go agent runtime for autonomous AI systems and multi-agent automation. MCP, RAG, 15+ LLM providers and 60+ built-in tools in a single binary.
Ima MCP Server
IMA (ima.qq.com) knowledge base MCP server - search, browse, read notes, and add content to your IMA knowledge bases from any MCP-compatible agent (Claude Desktop, Cursor, Cline,…
Coolify MCP
Fleet-level MCP server for Coolify — multiple instances and teams from one connection, full REST API coverage.
AMP
Agent Memory Protocol — 插件化、即插即用的跨 Agent 记忆引擎，让记忆跨工具共享与继承 | Plug-and-play memory engine for AI agents
Aether
Evidence-driven AI development workbench for model evaluation, project context, and controlled agent execution.
Synapse
Synapse AKG: High-performance Agentic Knowledge Graph with hybrid search (KNN + BM25 + RRF) for AI agents
Tessera
Open-source, MCP-native benchmark for whether AI agents reason reliably over fragmented enterprise knowledge — accuracy, provenance, correct refusal.
Ovat
OVAT: OpenVINO Agentic Toolkit for AI PC. One YAML file and one command give you a tool-calling AI agent on Intel CPU, GPU and NPU.
Alex Skill Mall
Curated GitHub Copilot plugin marketplace: 363 installable plugins plus a trust-scored discovery index across 3,862 plugins in 42 stores. Start with Alex ACT Core.
Kura
Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.
Codegraph
Token-efficient code knowledge graph for AI coding agents — type-checker-accurate call graphs for Go & TypeScript/JS, served over MCP.
CLI
Official Kody MCP client CLI (@kodycodes/cli): login, secure token storage, search, and execute.
Marrow
Marrow: self-hosted semantic + lexical search over your AI coding sessions and notes. Every answer cites its source; your corpus never leaves your infrastructure.
Intentweave
Semantic knowledge extraction for code and docs — CARI local index + LLM knowledge graph
Question Bank Template
Self-hosted MinerU to WeKnora pipeline for parent, child, and raw question-bank retrieval, with read-only ChatGPT MCP access
Engram
Persistent memory for Claude Code — 6 MCP tools, SQLite, local embeddings, zero API calls. Your AI remembers across sessions.
E Commerce Platform System
e-commerce platform with ai assistance
Checkpoint
Persistent memory layer for AI coding assistants. Eliminate rediscovery across sessions. Claude Code / Cursor / Copilot / Codex.
Co Op
Co-Op is local-first business management software for company planning, research, files, customer work, and operational decisions. The installed desktop app owns the business work…
Knowledge Base
Self-hosted knowledge bases for AI agents: hybrid RAG over MCP and REST, one static binary, declarative pipelines
IoT Edge MCP Server
MCP server for Industrial IoT, SCADA and PLC systems. Unifies MQTT sensors, Modbus devices and industrial equipment into a single AI-orchestrable API. Features real-time monitorin…
Context Server
MCP server for Claude Code — semantic codebase indexing with ChromaDB + DeepSeek Flash compression. Context-as-a-Service.
Weaviate
A FastMCP based mcp server for weaviate, deployable using uvx.
RAG MCP
A modular RAG system with MCP Server architecture
Monochromatic
TypeScript and Rust monorepo: Claude Code and Pi coding-agent plugins, a minimal MCP stdio server framework, custom oxlint plugins and a pluggable Rust linter, policy-aware git to…
Agent Engine
Configuration-as-Agent: a TypeScript Agent kernel execution engine (harness). Build vertical-domain agents from config only — skills / rules / hooks / plugins / MCP, pluggable mem…
Mnemos
local-first persistent memory for Claude Desktop, enabling private hybrid RAG search across past conversations without API calls
Otonom Aglar MCP
🤖 Anthropic MCP tabanlı otonom ajan ağı mimarisi. ReAct döngüsü, semantik hafıza (RAG) ve Playwright entegrasyonu ile LLM'leri dış dünyada aksiyon alan akıllı sistemlere dönüştüre…
Brain
Local-first MCP server that tells coding agents which files to read, and how sure it is. 97% Hit@10 on Java (SWE-bench Multilingual), 89% on Python (SWE-bench Lite), zero LLM cost…
Clipboard
MCP server for clipboard management with persistent storage, search, and multimodal support for AI agents
Plumb
Persistent memory for AI agents. Local SQLite, hybrid retrieval, zero-config OpenClaw plugin.
Homeassistant MCP
A Model Context Protocol (MCP) server for Home Assistant integration with comprehensive API coverage
DocMind
🧠 MCP 原生知识中枢 — RAG 文档问答 + 5 个 MCP 工具 + Tavily 联网搜索。支持 8 种格式、4 种检索策略、流式回答与内联引用，内置三记忆学习系统，可自动构建知识图谱，Claude Code & Copilot 即插即用。
AI Poc
A proof-of-concept demonstrating how to build production-grade agentic AI applications using the Laravel ecosystem. This repo covers Retrieval-Augmented Generation (RAG), the Mode…
Copilot Memory MCP
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
LeannMcp
LEANN MCP Server — semantic code search powered by ONNX Runtime. Provides MCP tools for RAG-based code retrieval with GPU-accelerated embedding (DirectML on Windows, CoreML on mac…
Rust Docs Embed
sse mcp server that embeds rust docs (with chunking) and allows for querying them from any mcp client
Zerodrive MCP Server
MCP server for AI-powered cloud storage management. Seamlessly connect Claude and other AI assistants to ZeroDrive for file operations, folder management, workspaces, and workflow…
RAG In A Box
RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, taxonomy, MCP server. Cloud or local.
LxDIG MCP
Dynamic Intelligence Graph (DIG) MCP server for AI coding agents. Persistent code knowledge graph, a code RAG improvement, with hybrid Graph + Vector + BM25 retrieval, agent memor…
Playcaller
An MCP server for Unity that lets AI verify implementations by performing tap, drag, and flick operations on the Game View.