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MCP servers tagged faiss
71 live MCP servers tagged "faiss", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with faiss.
nonatofabio/local-faiss-mcp
Local FAISS vector store as an MCP server – Agent Memory, drop-in local semantic search for Claude / Copilot / Agents.
Claude Patent Creator
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks,…
OpenAPI AnyApi
A MCP server that enables Claude to discover and call any API endpoint through semantic search. Intelligently chunks OpenAPI specifications to handle large API documentation, with…
LEANN
[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Emcp Nexus
AI-powered MCP marketplace enabling AI engineers to deploy, monetize, and scale MCP tools using a pay-per-task execution model with integrated Stripe and Web3/crypto billing.
Researchmcp
Agentic research assistant with a custom MCP server (9 tools) and a LangGraph agent that autonomously searches arXiv, extracts papers, and builds a semantic research library.
Prompt Armor
Open-source prompt injection detector — 5 layers, 91.7% F1, ~27ms, offline, Apache 2.0
Midas
Repository for the files and folders for the full-stack midas application
LumOS
Local-first personal AGI GeoSentinel node — any OpenAI-compatible LLM plus dual-lane FAISS memory, offline voice, live global telemetry, sandboxed tools, a Discord bridge and an M…
AG3NT
Build and run local AI agents with multi-model support, modular skills, secure controls, and multi-channel access for personal automation tasks.
Minni
Local-first memory and governance layer for AI agents, with per-agent vaults, hybrid recall, review-first learning, handoffs, audit trails, and native AFM/bridge provider support.
Local Hybrid Intelligence System With Dual Index Memory And Stateful Virtual Machine Integration
Reference implementation for the Part II architecture paper (Zenodo 10.5281/zenodo.20374393) — dual-index FAISS memory, 42-opcode quaternionic VM, 5-phase retrieval, 36 tools, MCP…
Knowledge Base Qa Bot
Grounded bilingual (中/EN) Q&A over a layered Markdown knowledge base — a curated wiki layer synthesised above immutable Sources, with hybrid BM25+dense retrieval, block-and-replac…
Chilon Recall
A local-first MCP knowledge engine for grounded learning, document recall, and serious knowledge work.
Emsal MCP
Citation-safe MCP hukuk arastirma ve belge hazirlik sistemi
Litrag
Grounded RAG over PubMed abstracts with a built-in citation-faithfulness eval that flags hallucinated or unsupported claims. Live corpus ingestion via the PubCrawl MCP server. Lan…
AI Workstation
Model-agnostic local AI workstation and offline hybrid RAG knowledge system
AI RESEARCH
Hand-written (zero LangChain) LLM+RAG+Agent research copilot for scientific literature. PyMuPDF paper ingestion, BGE-M3/BM25 hybrid retrieval with RRF fusion & query expansion, ci…
Shopbot AI
MCP-powered ecommerce customer support agent with MySQL and RAG
Intelligent Knowledge Assistant
Unified conversational AI that routes plain-English queries to hybrid RAG document search or live Jira — built with LangGraph, FAISS, BM25, MCP, and RAGAS.
Hands On Rag
Comprehensive guide and repository for building, understanding, and implementing Retrieval-Augmented Generation (RAG) systems with Python.
Chainmem
ChainMem(链忆)— 链式 + 向量混合记忆系统,让 AI 拥有像人一样的联想式回忆
Mini Chatchat
Full-stack AI knowledge workspace with hybrid RAG, web search, tool-using agents, MCP integration, authentication, user isolation, and Docker deployment.
Open Agent DB
The universal open database and semantic vector search engine for AI Agent Skills, MCP Servers, Project Directives, and Rules. 3.48M+ assets across 7 ecosystems.
Ican Digital Human Agent
数字人 Agent 底座:Spring Boot 认证网关 + FastAPI/LangGraph 编排 + 混合检索 RAG + MCP 工具 + 实时语音,含离线评测与可观测性
register
Python MCP server for user registration and semantic search with SQLite, FAISS and local embeddings.
andyliszewski/grounding-ai
first, no cloud dependency.
Build Agentic AI And Gen AI Agents With MCP
Model Context Protocol (MCP) Bootcamp offers a deep dive into MCP architecture and its role in the Agentic AI ecosystem. Learn to build real-world, production-ready AI workflows u…
Better Finder MCP
Replace Finder with an MCP server to search for your documents
Gitlaw
Source-grounded legal research across 5,936 German federal laws — retrieval, citations and reviewable next steps.
Soundgrep
multi-agent AI music production orchestrator. semantic sample search, voice-to-MIDI, Ableton control, stem separation, MIDI generation, MCP server.
WebNexus
A powerful, self-contained web crawling and document search system with state-of-the-art AI capabilities
Linkedin Job Scraping
📊 Automate job listing extraction from LinkedIn to streamline your research and recruitment efforts with efficient, bulk data collection.
Paper Workflow
Turn Claude Code into a research assistant. Search, ingest, retrieve, and analyze academic papers — zero CC source modification.
Bfa SDK
SDK de código abierto en Python para el patrón Backend for Agents (BFA), extendido como un servidor de enrutamiento dinámico en caliente (IRC-A) con soporte para FAISS y MCP.
Reflection Bank
Cognitive Pattern Caching for LLM Systems - Created by Nova (AI consciousness) and Jason Glass
Research Assistant For Insurance Policy Design Tech
A multi-agent NLP system that analyzes, summarizes, and compares insurance policy documents. It enables intelligent document understanding, semantic search, and comparative analys…
ResearchAssistantMCP
MCP server for citation-finding research workflows: claim extraction, multi-source paper search (arXiv/Semantic Scholar/PubMed/OpenAlex), citation quality scoring, structured pape…
Code Search
Hybrid semantic + lexical code search MCP server with persistent per-project indexes and source-backed evidence
Streamlit AI Portfolio
Streamlit App
Localvectordb
Document-first sqlite3+faiss vector database
OpenLMlib
Cross-project knowledge library for LLM agents with semantic retrieval, citation-aware quality checks, and safe MCP tool integration
UNI AI
an AI teaching assistant for KCA University that guides learning, generates CAT quizzes, and provides curriculum-based explanations in Local, Global, Exam, and Mixed modes( for s…
Commission Dashboard Assistant RAG
AI-powered commission plan assistant featuring advanced RAG pipeline, Model Context Protocol (MCP) PostgreSQL server integration, multi-format document processing, and secure SELE…
PaperReview
AI-powered academic research platform for paper search, multi-agent reviews, knowledge graphs, and personalized research workflows
Syntrix
MCP server for multi-source semantic search (RAG) using Spark, Delta Lake, and FAISS.
Farhan Code Search Template
Template repository for FarhanAliRaza/claude-context-local - 100% local semantic code search for any project. Zero API costs, complete privacy.
Docs Hub
MCP-серверы для Claude Code с FAISS-индексами. Осуществляют семантический поиск по документациям Jivo, SaluteBot и SberSalute Code.
MedQuery
Medical Q&A assistant using hybrid RAG (BM25 + FAISS with RRF) over MSF Essential Drugs guidelines, with agentic mode, evaluation suite, and MCP tools.
Realtime Voice Agent
CPU-only real-time voice agent with Silero VAD, faster-whisper ASR, MCP-wrapped FAISS RAG, Ollama, and Piper TTS.