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.
Forkscout Memory MCP
Standalone MCP server for persistent AI agent memory — knowledge graph, conversation history, task tracking, and self-identity. Runs on Bun.
Agentic Doc Search RAG
Self-corrective Agentic RAG with LangGraph - eliminates hallucinations through intelligent relevance grading before answering. Features Streamlit UI, MCP server integration & mult…
Inkdex
Semantic search for markdown docs
Trclient
Unofficial Trade Republic API client and local MCP server: web login, portfolio, market data, documents and orders with guardrails. Not affiliated with Trade Republic.
AI Study Copilot
Turn your course materials into summaries, quizzes, and a RAG-powered tutor with cited answers and progress analytics.
Pokemon Tcg Pocket MCP
MCP Server for Pokemon TCG Pocket based on the Pokémon TCGdex Pocket API
Mindsync Plugin
Ask your teammates when they're not around — each person gets a digital mind built from their own approved words, answering with citations or declining honestly. Claude Code plugi…
Crawl4tools
Web crawler for Open WebUI and MCP clients, plus a download CLI: pages as Markdown, HTML, PDF or screenshots, built on crawl4ai
Quorel Free
Quorel is an MCP server that scores AI agent responses before they reach a user, a trust layer an agent calls mid-turn, not a dashboard someone checks after the fact.
Nuclide
Nuclide: total information dominance on radiopharmaceuticals. An open, cited knowledge graph of theranostics and diagnostic nuclear medicine: 811 records, static JSON API, MCP ser…
Loci Local
Loci (忆宫) — a memory palace your agents share. Zero dependencies, one SQLite file, 100% local. A local-first MCP memory hub shared by all your AI agents.
Grepnotes
Search your notes from Claude Code, Cursor, or any MCP client. Zero dependencies, runs fully offline.
Brainkb MCP
MCP server for accessing and querying BrainKB’s neuroscience knowledge graph.
Memorycore AI For Codex
MemoryCore Ai - For Codex: persistent memory via MCP with a 24-hour idle window for delayed memory consolidation, TurboVec semantic search and source-checked context to reduce tok…
Agtmem
Long-term memory for coding agents that you own: Markdown on disk, a disposable SQLite index, zero runtime dependencies.
Knowvault
Company knowledge with verifiable evidence. Web UI, MCP & REST API. Access control, audit, on-premises/edge. Documents + SQL today; broad connector roadmap. Apache-2.0.
Contextator
Turn any collection of documentation into a private, semantically searchable MCP endpoint — one URL per project, self-hosted in one Docker container.
Reprolith
Auto-reproduction & certification engine for the computational biomedical modeling literature — rebuild the model, re-run it, certify whether it reproduces its own results.
Aitiome
Mechanistic-reasoning engine for the environmental exposome of neurodegeneration. Uses AI to recover causal pathways for Parkinson's and Alzheimer's.
Lucid Lineage GraphRAG MCP
A personal PoC exploring GraphRAG design patterns: combining LangChain orchestration, Neo4j knowledge graphs, and an integrated MCP server to analyse simulated data lineage and co…
Shpbl Canary Chain
Canary evidence chain: mints canary markers into the package's own synthetic test data and detects those markers reappearing in operator-supplied text. Reference implementation of…
Memory Suite
Comprehensive MCP memory plugin — AI coding memory, personal life memory (habits, experiences, knowledge, accounts), scheduled review, and cross-module linking
Ragwatcher
Local RAG over a directory. Incremental. Served as MCP tool + CLI.
Okfshare CLI
Open-source client tooling for okfshare: shared, versioned knowledge for AI coding agents. CLI + MCP server + agent skill installer.
Dexicon
Semantic search over your own code, documents and git history, for coding agents over MCP. One container on your machine: local embeddings with Ollama, hybrid search with Qdrant,…
Zmem
Local-first, agent-oriented memory substrate for engineering decisions and evolving project context
Airgraph MCP
Hosted MCP server for persistent AI agent memory and workspace-scoped context. Connect Codex, Claude Code, Cursor, and other MCP clients with OAuth.
Context Chronicler
Subconscious Memory 2026: AI Coding Context Engine with Hybrid Semantic Search & MCP
Fraudgraph
Agentic fraud investigation on TigerGraph: takes a bank alert, investigates it across a 590,742-transaction graph, decides what kind of fraud it is and how far it goes, and recomm…
Local Semantics
An MCP server exposing local embedding tools - semantic search, comparison, clustering and zero-shot classification - so an agent can call them in a loop without an API round trip…
Small Model Agents
Reliable multi-agent tool calling on a small model, by giving the model less to decide. Tiered routing, schema-validated decisions, graceful tool degradation, MCP server.
Kyiv Alerts
Kyiv air-raid alert recorder with a read-only MCP query surface. Four sources, two keyless. Tracks ingest coverage so 'no alert' is never confused with 'no data'.
Context Depot
A self-hosted durable context service for AI agents: structured memory and canonical Markdown over MCP, with workspace-scoped access and lexical fallback.
Tydal
The typed Digital Asset Layer between your files and your AI — schema-driven semantic vaults for AI agents.
SentryQuery AI
Hallucination guardrail for AI output about indexed documents. POST a claim, get PASS or FAIL with the exact source passage, checked by a Researcher + Critic LangGraph pipeline (L…
Wx AI Agent
大模型 AI agent 项目 Test
Promptenhance
Add relevant code context to your AI prompts using semantic search and vector embeddings.
AI Eng Course Project
AI Agent-Based Nutrition Advisor
FAQ Inteligente
Um sistema completo de FAQ dinâmico baseado em inteligência artificial que utiliza o protocolo MCP (Model Context Protocol) com funcionalidade RAG (Retrieval-Augmented Generation)…
Climategpt Performance Enhancement
Grounds a climate language model in real satellite (NASA VIIRS) and water-risk (WRI Aqueduct) data via MCP tools, so answers trace back to evidence, not just the model's memory.
LLM Based Generative AI
[Course - Fall 2025] LLM-based Generative AI
Spbtechrun Hack
SpbTechRun Hackathon #3rd place
Zahub
Pizza delivery web app, integrated with AI chatbot
Materials Discovery Agent
LangGraph ReAct agent for materials discovery — integrates Materials Project, PubChem, SureChEMBL, and semantic web search.
NilCore
The tiny, trustworthy coding agent leverages sandboxed execution, verifier-owned completion, human gates, and a replayable audit trail.
Nova Rag Benchmark
Benchmark for Code RAG MCP Servers — measure how well RAG helps AI find the right code. Hit@K, MRR, latency, A/B vs grep baseline, leaderboard.
Python Repository Chat Agent
Multi-Agent System using Model Context Protocol (MCP) for intelligent repository analysis. 5 MCP servers (Orchestrator, Indexer, Graph Query, Code Analyst, Monitoring), a FastAPI…
Plugin Storage Sqlite
SQLite storage plugin — local offline persistence with automatic markdown export for Orchestra MCP.
HyperAgent
Autonomous multi-agent framework for hyperspectral image classification research.
Agentic Context Router
Containerized AI microservice utilizing LangGraph for stateful reasoning, Postgres (pgvector) for internal RAG, Redis for LLM caching, and MCP for dynamic tool discovery.