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.
Talktable
Ask SQLite, PostgreSQL and MongoDB in plain English, from a chat UI or any MCP client. Read-only by construction.
Cortex
🧠 A local, Obsidian-compatible second brain for agents: wikilinked markdown vault, knowledge graph, FTS5 search, live graph web view. CLI + web + MCP. Zero deps.
Local Brain
Local-first, cognitive persistent memory & knowledge graph for AI coding agents via Model Context Protocol (MCP)
Context Engineering
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
Roampal
Memory that learns what works.
Vera
Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with…
Piia Engram
Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.
Omem
Shared Memory That Never Forgets — persistent memory for AI agents with Space-based sharing across agents and teams. Plugins for OpenCode, Claude Code, OpenClaw, MCP Server.
Krusch Fs MCP
Standalone OS filesystem & multi-node SSH fleet RAG MCP server. Indexes PDFs, docs, and system configs in-place—anchoring every agent memory and citation directly to a 1-based Kru…
Zettelkasten MCP
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, explore and synthesize atomic notes through…
Www Project Agent Memory Guard
OWASP Foundation web repository
Lexmachina MCP
MCP server for Lex Machina — read-only API coverage for litigation analytics.
Shared Brain
A self-hosted MCP server that gives Claude, ChatGPT, Claude Code and any other MCP client one shared long-term memory, kept separate for each project.
Better Memory MCP
Enhanced MCP memory server with advanced graph operations: observation-level search, relation filtering, neighbor traversal, subgraph extraction, and path finding. Fork of @modelc…
Recall
Semantic Vector Memory for Coding Agents - Long-term memory system with vector embeddings for fuzzy retrieval
Rag
Serveur MCP exposant un RAG sur documents complexes via GroundX : recherche et récupération documentaire branchées sur un client MCP. Python, uv.
Docker MCP
🔧 Manage Docker containers for AI assistants effortlessly with the Model Context Protocol server, enabling seamless interactions without configuration.
Servers
17 Model Context Protocol servers in daily use — browser automation, DuckDB, document processing (PDF/DOCX/XLSX), ChromaDB, multi-provider AI. Python/FastMCP, 16k+ lines.
Agent Template
🤖 Build multi-agent, retrieval-augmented AI workflows with ready-to-use components for document serving, Q/A bots, and agent orchestration.
Web
ASP.NET Core MCP server giving agents a typed file API over Azure Blob Storage - list, upload, download, delete, exists.
RAG MCP
Model Context Protocol server exposing RAG document retrieval to AI assistants — semantic search with source attribution, token auth and async I/O
Codevault
Semantic code indexing and search with CLI and MCP interfaces, hybrid retrieval, code-aware ranking, and optional LLM answers.
Synapse
KI-Gedächtnis & Code-Intelligenz — Semantische Code-Suche, Wissensaustausch und Projekt-Pläne über MCP (Model Context Protocol). Verbindet lokale CLIs (Claude Code, Codex) und Web…
Portfolio
Senior Platform Engineer → Forward Deployed Engineer. Production portfolio with CI/CD, observability, MCP server, RAG, agent evals, and a public roadmap.
Agentic AI
Application agentique multimodale intégrant Spring AI, le protocole MCP, Node.js, Python et un LLM (OpenAI, Claude, LLaMA) pour permettre à une IA d'interagir dynamiquement avec d…
Lore
Auditable RAG from the command line: grounded, cited answers over your own documents, with faithfulness verification and retrieval eval you can gate CI on.
Oci MCP Server
MCP server giving Claude natural-language access to Oracle Cloud Infrastructure — compute, networking, OKE, and Object Storage.
Multi Agent System
Production multi-agent system: LangGraph supervisor graph, MCP tool server, ChromaDB memory, SQLite observability, FastAPI — runs free on local Ollama.
Claude Memory MCP
Persistent, per-project memory for Claude Code — a vector-search MCP server with semantic recall, rule enforcement, a React management UI, and Docker/Homebrew installs.
Repo Context
MCP server giving Claude Code agents semantic search over PR review comments and source code via Weaviate.
Polymarket MCP
MCP Server for Polymarket prediction markets. 9 tools, zero dependencies, no API key required.
LLM Blue Team Guardrail
A layered LLM guardrail (fast heuristics + an LLM judge) against prompt injection, with a guarded RAG pipeline that quarantines poisoned documents and an MCP server for AI agents.…
Knowledge Base MCP
Knowledge Base MCP service with 3-layer search (text/TF-IDF/embedding) and Web UI
Oer MCP
Open-licensed K–12 content & assessment MCP for LLMs — OpenStax, Khan Academy, AP/NAEP/state exam items aligned to 300+ standards.
Awesome Anthropic
Curate and maintain a daily updated list of tools, resources, and projects related to Anthropic's AI research and applications.
Agentrecall
Agent memory in a single SQLite file — no vector DB, no server, no cloud. Python lib + MCP server + CLI.
Gpt Image 2 MCP
FastMCP server for OpenAI gpt-image-2: generate, edit, composite, infographics, refine. Deterministic Pillow rendering for exact text/CTAs/URLs. Asset-id system, HMAC-signed URLs,…
Conduit
An MCP (Model Context Protocol) server exposing a pgvector hybrid-retrieval engine as tools, resources and prompts over Streamable HTTP.
Pollux
Six-agent system for customer support, employee Q&A, and ops workflows — same LangGraph agents runnable under two interchangeable transports: Anthropic MCP and Google A2A. Live de…
MemoryMesh
Production-grade persistent memory server for AI agents. MCP-compatible (Claude Code, Cursor). Four memory types (episodic/semantic/procedural/preference), hybrid vector retrieval…
AP RAG
AP-RAG (Academic Paper Retrieval-Augmented Generation): citation-backed retrieval over scientific papers, for people and for AI agents. Web and desktop apps, an MCP server and a C…
Vector DB
MCP server for vector database operations - Pinecone, Weaviate, Qdrant, and ChromaDB
Context Engine
A lightweight context engine for AI agents. Ingest events, build semantic context, query with natural language. Zero config.
Trove
Discovery engine that surfaces the best repos, papers, and tools to quick start your next build, kept fresh by live crawlers.
Markdown Notes MCP
App-agnostic MCP server over a local folder of Markdown notes (Obsidian/Logseq/Foam/plain) with optional 100% local semantic search. No plugin required.
Time Tracker
Model Context Protocol (MCP) server for time tracking: timesheets, a timesheet and a billable hours tracker. Track billable time without leaving the chat. Works with Claude Deskto…
Cortex
Self-hosted, open-source markdown knowledge base with a 3D knowledge graph, semantic search and a built-in MCP server — so your AI agents can read and write the notes you already…
MemoryAI
Remember everything. Send only what matters. Universal, local-first long-term memory for Claude Code, Cursor, Codex, and MCP.
Tool Rag
RAG for AI tools: each agent gets only the relevant MCP tools its user may use. Hybrid retrieval, evaluated on 1,351 real requests (92% top-5), ToolRet (44k tools) and a permissio…
Youtube Transcript MCP
Hosted MCP server for YouTube transcripts. Let Claude Code, Cursor, Windsurf and n8n fetch captions, or Whisper transcription for videos without captions, with one get_transcript…