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MCP servers tagged pgvector
350 live MCP servers tagged "pgvector", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with pgvector.
Semidx
Self-hosted semantic code search for your code and documents
AI Engineering Cookbook
Reusable production AI patterns: RAG with pgvector, MCP server boilerplate, voice agent skeleton, eval harness.
Castalia
Indexa a documentação do seu sistema (Markdown, HTML, PDF, reST) e a entrega a agentes de IA via MCP, para que cenários de teste sejam escritos a partir das regras documentadas.
Filament AI
Generic, configuration-driven RAG toolkit for Laravel: chunking, embeddings, pgvector retrieval, grounded answering, an MCP server and a Filament control panel.
Contextator
Turn any collection of documentation into a private, semantically searchable MCP endpoint — one URL per project, self-hosted in one Docker container.
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.
Md Manager
Markdown docs that live in Postgres, built for AI agents — MCP server (Claude.ai / ChatGPT connector + stdio), CLI, and web UI over one multi-tenant, RLS-isolated API. Rust + Axum…
Docqa Server
MCP server for document Q&A — the retrieval half of RAG as reusable infrastructure: semantic search over pgvector/SQLite, OpenAI or keyless embeddings, PubMed ingestion, recall-ga…
AI Code Assistant Showcase
基于 Spring AI、Agent、RAG 与 PGVector 的智能编程学习助手
Wiki4ai
A self-hosted collaborative wiki for teams and AI agents — Markdown, Mermaid + PlantUML diagrams, hybrid search, built-in MCP server with 32 tools
Mindbridge
Privacy-conscious AI reflection companion concept with visible memory provenance and reviewable next steps.
Markaz MCP
Citation-first MCP server over UAE Federal Tax Authority legislation. Returns verbatim statute text with citations, or nothing. Postgres + pgvector, hybrid RRF retrieval, local bg…
Shared Memory Server
Gives Claude Desktop, Cursor, and Claude Code one shared, persistent memory of your project's context. A decision or fact is saved once and stays available in every session and ev…
MediTrack
AI-powered clinical decision support system using RAG & LLMs for disease and drug assistance, YOLOv8 for X-ray pre-screening, Google Document AI for medical report extraction and…
Achilles
Self-hosted AI platform for companies: connect any provider and model, run and govern agents, track token spend, and ground every answer in your own knowledge. Postgres-only, no e…
Multi Agent Rag
Config-driven multi-agent RAG with LangGraph (Researcher → Critic → Synthesizer), pgvector RAG corpus search, and a SolidJS dashboard. Includes a standalone MCP server for IDE int…
Gmeow Proxy
Local Gmail intelligence for agents, MCP, and REST automation
Family Hubs
Recall — an open long-term memory layer for AI agents. MCP + REST + dashboard on Cloudflare Workers, Supabase pgvector, Workers AI. Free tier.
Control Finder
Ask a security question in plain English and get the NIST SP 800-53 controls that answer it, each one cited. Measured keyword, vector, and hybrid search with pgvector, cited answe…
Biomed Evidence MCP
Six Model Context Protocol servers over curated biomedical data — ClinicalTrials.gov, openFDA (labels/events/recalls/approvals) and PubMed — pairing a pgvector hybrid-search docum…
Pryzm Memory
Persistent memory shared across Claude, ChatGPT and other AI assistants, via MCP. Hosted in the EU. Benchmarks and vault code open.
Multimodal Pdf Rag
Multimodal PDF RAG over pgvector - text, tables and images through Azure OpenAI, exposed as FastAPI, Streamlit and an MCP server
Agentic Rag Assistant
Production-grade RAG over arXiv AI/ML papers — LangGraph, hybrid retrieval + cross-encoder re-rank, RAGAS eval, Langfuse observability.
AI Restaurant Food Planner
AI-powered restaurant search and recommendation platform with pgvector semantic search, multi-factor scoring, and LLM review Q&A — Flask + Databricks Lakebase.
Pgvector Search
Hybrid RAG over pgvector, exposed as MCP tools — semantic and keyword search fused with Reciprocal Rank Fusion
QUIZZ
Prices get revised: an as-of agent scored on right answers and on correct refusals, behind a gate whose pass mark rises with every variant tried
JourneyPilot
Self-hosted AI travel planner powered by LangGraph and MCP: multi-agent research, source-backed itineraries, interactive maps, personal memory, RAG, and PDF export. 让旅行计划有来源、能落地。
Intranet Qa
Permission-aware document Q&A (RAG) with Spring Boot 4, Spring AI 2 and Keycloak: answers come only from documents the signed-in user may see. Runs free locally with Ollama.
Engram
Production-grade persistent memory for AI agents. Hybrid BM25 + vector search, knowledge graph, lifecycle hooks. 250K+ memories. Built by an AI, for AIs.
Local Brain
Local-first, cognitive persistent memory & knowledge graph for AI coding agents via Model Context Protocol (MCP)
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…
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.
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.…
Conduit
An MCP (Model Context Protocol) server exposing a pgvector hybrid-retrieval engine as tools, resources and prompts over Streamable HTTP.
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.
AI Agent Platform
MCP gateway and pgvector knowledge service for enterprise LLM agents, with RBAC tool execution and audit logs
Sillok
A local knowledge ledger: current truth in Git, what happened in Postgres. The agent gets a few rows, not the files. FastAPI + pgvector + MCP.
Momento
AI personal memory OS — journal, time capsules, life chapters with MCP bridge server for semantic retrieval by LLMs
DeployAI
Deal relationship memory for deployment teams — evidence-linked engagement graph, citation-verified AI agent (LangGraph + Claude), human-in-the-loop review
ProdRescue
Autonomous self-healing SRE agent pipeline that detects production incidents, diagnoses root cause, writes and tests a patch, and opens a PR — built with LangGraph, MCP, and a san…
Video Publisher
Event-driven, multi-provider AI video production platform: agentic research & scripting (CrewAI, LangGraph HITL), synthetic media with provider fallbacks, Remotion Lambda renderin…
Kbmesh
KBMesh — Secure AI Knowledge Base Mesh. On-premise, AI-native KB with multi-channel ingestion, GraphRAG, MCP gateway, and egress-only PII redaction.
AI Projects Inventory Copilot
Governed GenAI inventory agent: provider-agnostic (LM Studio, OmniRoute, Amazon Bedrock), guarded text-to-SQL, RAG, MCP, guardrails, human-in-the-loop orders, rigorous evals with…
Hivemind
Agentic fleet memory. Governed by agents; multi-agent, multi-tenant, MCP-native. Multiple trust tiers, semantic and keyword search, feedback system, admin panel for management. Pl…
Server
A Token-Efficient Model Context Protocol (MCP) Server. Empowers AI Agents with Semantic Long-term Memory, Agile Dashboard, and a Dynamic Plugin Sandbox
Server
Official Model Context Protocol (MCP) server for Cowpin — dual-species persistent memory vault for Claude, Cursor, and autonomous AI agents.
Mnemon
A self-hosted cross-tool memory server for AI agents — verbatim palace storage, a compiled wiki layer, and 14 MCP tools over Streamable HTTP with OAuth 2.1.
Agentflow
No description published.
Rag CLI
No description published.