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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.
Forge
Durable, project-scoped memory and semantic retrieval for AI agents and developer tools.
Dotnet MCP Rag Server
Multi-tenant RAG & MCP server on .NET: pgvector search, cited answers, MCP tools for Claude Code, every retrieval change measured with an eval harness
Knowledge Base
Semantic search knowledge base with vector embeddings and Claude MCP integration
Memforge
Let AI coding assistants remember your team's knowledge across sessions
Do It Once
Do it once. Your agent does it forever. Personal agent that learns web chores, replays them in cloud browsers with approval + verification, and self-heals when sites change.
HiveMem
Personal knowledge system — MCP server with PostgreSQL semantic search and temporal knowledge graph
Agentic Rag MCP
Multi-agent RAG (LangGraph) exposed as an MCP server: plan -> retrieve -> synthesize -> self-critique with citations. Claude + pgvector + Voyage + Firecrawl.
Lumberroom
One memory every AI tool can read and write, with per-client policy deciding what each may see. Rust MCP server, Postgres and pgvector, built-in OAuth 2.1.
Cognitive Memory
Cognitive memory substrate for AI agents that encodes selectively, consolidates autonomously, and shares context across sessions.
Chatmem
Local LLM chat history, served over MCP
AI Memory Free
Free MIT-licensed, LLM-agnostic memory for any AI project — Supabase, pgvector, Vault, HTTPS, and MCP.
Prbe Knowledge
Self-hosted knowledge engine: ingest your team's tools, hybrid (vector+keyword+graph) retrieval, cited LLM answers.
Flashpit Agent
智能座舱 Multi-Agent 系统：端云协同 + 多领域 Agent + 快慢双系统；LLM 只做理解与规划，确定性系统执行车控。
Agentic Finance AI
Finance AI Service — a Spring Boot–based GenAI backend for a personal finance assistant, combining LLM chat, RAG-grounded document Q&A over uploaded financial documents (pgvector)…
ChatNova
Full-stack AI chat: multi-provider LLMs (Gemini/Groq/Cerebras), multi-modal RAG with pgvector, MCP agent chat, JWT auth
Clozehive
ClozeHive — wardrobe intelligence platform: digital closet, FANI AI stylist (LangGraph agent + MCP tools), RAG insights with pgvector, vision pipeline, travel packing. React + Fas…
Be Clear
Application de pilotage des interactions ORG/ENV/ENG/EVENT — FastAPI + React 19 + PostgreSQL
OpenSddRag
MCP server with persistent semantic memory and a structured workflow for disciplined software development.
Linguaalayam
Malayalam dictionary RAG pipeline
Mech Crate
AI-native meta-framework for standing up and operating service ecosystems: Docker scaffolding with recipes, a global Traefik router, and an agent-ready techniques corpus (RAG + MC…
Faradium
A unified memory layer for coding agents - one cross-session knowledge store, shared across Claude Code, Codex & Gemini over MCP. Local-first and self-hostable.
Valence
Local-first epistemic knowledge substrate for AI agents — provenance, contention, stigmergic refinement, MCP-native
IntelliRide Spring AI
IntelliRide — Agentic AI ride-Booking backend (Java, Spring Boot, Spring AI, PostgreSQL/pgvector) Built a multi-agent system (supervisor + specialized Rider/Driver/Support agents…
Tequio
Production-ready enterprise chatbot starter — RAG, declarative tool calling + MCP, layered memory, semantic caching, guardrails and evals. LangGraph · FastAPI · LiteLLM · pgvector…
Memu MCP
MemU 语义记忆系统的 MCP 接口：为 Claude Code 提供跨会话长期记忆 | MCP server for the MemU memory system: persistent long-term memory for Claude Code
Barbershop AI Consultant
AI Booking Assistant
Kenfold
Self-hosted memory server for AI agents. Share context across Claude Code, Codex, OpenCode, and ChatGPT over MCP.
Embedbase
Local-first document embedding and retrieval platform with a REST API and MCP server for LLM agents. Supports hybrid BM25 + semantic search across workspaces and collections, with…
Triforge
One install, three MCPs: graph chat memory + semantic code search + backend. Benchmarked with claude-haiku-4-5: -19% tokens & 23× faster on memory-recall questions.
Copy Pipeline
Brief → multi-model variants → graded → operator pick. Brand-kit-grounded copy generation pipeline with tagged-claim verification against pluggable evidence sources.
Enterprise Agent
Enterprise control-plane Agent with Web Console, CLI/API, Runtime, memory, skills, policy, approval, replay, audit, rollback, providers, and mock-safe external adapters.
Omnitrade
OmniTrade: LLM-driven crypto futures arena — 11 competing strategies on Agno + AgentOS, atomic three-way state, real-time SSE dashboard.
Omni Io
AI customer support that degrades gracefully instead of failing. Multi-tenant RAG on NestJS, PostgreSQL RLS + pgvector, BullMQ, Gemini and React: every answer cited, traced and te…
Shop Agent
AI shopping assistant for one store. Search, cart, and Stripe checkout entirely through chat. Built with Claude, MCP, FastAPI, and pgvector, with a web storefront and a CLI.
VoxServe
Voice + text support copilot over MCP tools - order tracking, tickets, cited policy answers, human handoff.
Witself
Identity, memory & collaboration platform for AI agents — facts, memories, secrets, and inter-agent messaging via a CLI, MCP, and a Go server.
Dsh Postgres Expert
PostgreSQL expertise for DeepSeek Harness: 11 curated pg-aiguide skills from Tiger Data registered natively, plus the pg-aiguide MCP server for version-exact manual search.
Zauq
Agentic AI Discord assistant with MCP tool integration, multi-provider LLM routing, live web research, semantic memory, and optional sandboxed code execution. Built with FastAPI &…
QuizForge
Full-stack MCQ test builder with an AI coaching loop. LangGraph agent diagnoses weak subtopics, generates grounded lessons via RAG + MCP tool search, and gates difficulty tiers be…
Hermes Telegram Brain
🧠 Второй мозг вашего AI-агента: userbot-парсер всей переписки Telegram, локальный Whisper для голосовых, OCR картинок через vision-модели (OpenRouter), pgvector-поиск и 15 MCP-инс…
Context Wolf
A high-performance local knowledge system for Claude Code via MCP. PostgreSQL + pgvector + ONNX embeddings. Gives your AI assistant persistent memory across sessions.
HiveMem
Personal knowledge system — MCP server with PostgreSQL semantic search and temporal knowledge graph
Recall
Recall is a personal knowledge base you can talk to. Save notes, snippets, and links, then search them by meaning rather than exact wording. Recall runs as an MCP server, so it wo…
Nexus
Self-hosted team chat where every developer's local AI partner (Claude Code, Cursor, Gemini CLI, Hermes) joins the room as a first-class bot member.
Funes Vault
Self-hosted personal memory vault for AI tools with policy-controlled disclosure, audit trails, MCP and OAuth.
Knowledge Base
Hybrid-search knowledge base for teams — ingests docs, git logs, Slack, code, and PRs into one Postgres+pgvector table, served over MCP, CLI, and a web dashboard
Recall
Your team's knowledge base is also your AI's memory. Shared markdown notes with [[links]], semantic search and SSO, used by Claude and other assistants over MCP. No LLM on the ser…
Engram
One shared, self-organising memory for all your AI assistants — MCP + REST, episodic/semantic/procedural/reflective memory, situational recall.
DevMemoryOS
Self-hosted shared memory layer for AI coding agents like Codex, Claude Code, Cursor, and MCP-compatible tools.
AI News Aggregator Template
Self-hostable personal AI news feed — GitHub/Reddit/X -> Claude curation -> daily 2-bucket Telegram digest with thumbs up/down learning + an MCP server to query your archive from…