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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.

350
live servers
36
avg trust
630
most stars
201

Banhmi

Evidence-only RAG + MCP server for Vietnamese banking & fintech regulation — exact Điều/Khoản citations, validity status, and official government source links for your own AI. No…

34
202

Mymind

Self-hosted, AI-native second brain — documents, tasks, images, clipboard & memory in one app, powered by local LLMs and accessible to agents over MCP.

34
203

Contextify

Contextify is an unified memory system for AI agents. Provides shared short-term and long-term memory across Claude Code, Cursor, Gemini, Antigravity, and any other AI tool.

34
204

AI Project Os

可本地部署、证据驱动的项目运营工作台:整合文件、网页与多 Git 仓库,提供可追溯项目记忆、项目状态、引用式 RAG、自动化和受审批约束的只读操作。

34
205

3ngram

Persistent, typed memory for AI agents — open-source MCP server, REST API, SDK, CLI, worker, and self-host backend.

34
206

ThoughtMcp

🧠 AI cognitive architecture over MCP — human-like five-sector memory, parallel reasoning, metacognition (bias/emotion/confidence), a 3D memory graph, and a web UI. PostgreSQL + pg…

34
207

Never Ask Twice

Enterprise Support MemoryAgent on Qwen Cloud that remembers customer context across sessions and proves it with a live re-ask-rate ablation.

34
208

Rag Eval MCP

Touchstone — know if you broke your RAG. An MCP server and CLI that score retrieval quality against a golden set: recall@k, MRR and hit rate, with no LLM calls.

34
209

Agent Canvas Template

Scaffold an agent-native full-stack app: a Hono API and React/Vite client, typed end to end, that deploys to Cloudflare Workers + D1 and ships a stateless MCP server, agent discov…

34
210

Longterm Memory Macos

PostgreSQL + pgvector semantic memory system for Claude with browser extension and dashboard

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211

Ekko

Slack-native AI agent template — npx create-ekko-agent my-agent

34
212

Saudi Realestate MCP

MCP server exposing Saudi real-estate market data (GASTAT, MoH, REGA) to Claude and other LLM clients

34
213

Attestly

Java-native memory layer for AI agents — Spring Boot Starter with audit trail, MCP-native for Claude Desktop / Cursor

34
214

Decision Brain

AI decision-support memory engine: typed evidence-backed memory, hybrid pgvector retrieval, contradiction detection, MCP server, data-layer RBAC. Two LLM calls per flow, everythin…

34
215

ResolveDesk

Call-center ticketing that answers every new ticket from the team's own past resolutions. .NET 10 Native AOT, PostgreSQL + pgvector hybrid retrieval, configurable local or hosted…

34
216

Ticketpilot

AI support-ticket triage agent that cites its sources, refuses what it shouldn't answer, and is gated by evals in CI. Kotlin · Spring Boot · Koog agent graphs · hybrid RAG on pgve…

34
217

Naeth

Naeth: portable, append-only memory for AI agents, exposed over the Model Context Protocol. Postgres + pgvector, hybrid retrieval, verifiable authorship. Running in production.

34
218

Forge AI

🚀 Production-ready AI Workspace for Document RAG, Autonomous Agents, Dynamic Tool Calling, Structured Data Extraction, and MCP protocol. Built with Next.js 16, Express 5, PostgreS…

34
219

Kopeng

Persistent, self-curating memory for coding agents. MCP tools + REST API, 100% local inference, with an autonomous nightly consolidation pass that collapses duplicates, decays sta…

34
220

Cyrene

一个基于 Java 的 垂类Agent 应用开发Harness,包含知识图谱,知识库,联网插件,生图等工具包,让你可以构建自己的产品代理。

34
221

Zenai

Frozen public snapshot (8 May 2026) of ZenAI — the self-hosted AI OS that remembers. 60 AI tools, 12,000+ tests, 440K+ LOC, 7-layer neuroscience-inspired memory. Not the living tr…

34
222

AGENT33 PUBLIC

Local-first multi-agent orchestration platform with built-in governance, evidence capture, multi-tenant isolation, workflows, skills, packs, tools, and observability. FastAPI engi…

34
223

Companybrain

The open-source memory layer for your company. Index everything, recall anything, own all of it.

34
224

Athlete Performance Platform Showcase

Technical showcase production application demonstrating LLM integration, MCP pattern, RAG systems, and modern architecture.

34
225

Octopus Scout

Octoryn Web Ingestion Engine: governed, auditable, AI-native web/PDF ingestion

34
226

Smart Rec Backend

Open-source AI shopping agent with Spring AI, RAG, pgvector, semantic routing, and MCP tools

34
227

Aeon Skill Pack Mneme

Mneme as Aeon's persistent memory layer — vector search, graph memory, live Base chain streams, and async LLM reflection. 8 drop-in skills, one MNEME_API_KEY, zero infra.

34
228

Context Library

Open-source MCP context persistence layer for AI sessions. Append-only handoffs, pgvector semantic search, OAuth2 auth. Model-agnostic.

34
229

Rag Pgvector Demo

Production RAG pipeline: pgvector + nomic-embed-text + Claude API with MMR reranking and eval harness

34
230

SyncContext

Shared team memory MCP server with semantic search — sync context across AI coding agents

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231

Group Buy Market Banyv

为解决研发与运维场景下的重复性工作,独立设计并开发了基于Spring AI的运维智能体。将AI的核心能力(模型、提示词、工具)抽象为可配置的元数据,实现业务逻辑与AI底层能力的解耦。

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232

Yashpatil582.github.io

Portfolio with 3 live AI demos: streaming RAG chat, MCP repo-explorer agent, clinical hallucination eval. Next.js 16 + pgvector + Groq.

34
233

Supabase Vector Gmailkb Rag

📬 Deterministic & programmatic Gmail → Supabase → Crawl4AI vector knowledge base for UC Berkeley MIDS.

34
234

AI Daily Summary

Personal AI news pipeline: Gmail newsletters, RSS, GitHub trending and crawlers, enriched with Gemini + pgvector, delivered as a daily email, audio briefing, dashboard and MCP ser…

34
235

EvolvAI

EvolvAI RAG es un sistema de Generación Aumentada por Recuperación (RAG) implementado en Java que permite crear aplicaciones conversacionales con acceso a información contextual.…

34
236

Rag Chatbot Platform

RAG Chatbot Platform - FastAPI + React + pgvector + Redis

34
237

Sgcp Rag

Self-correcting, SNI-guided RAG (SGCP-RAG) with LangGraph, pgvector, and MCP integration

34
238

Interactive Coach AI

Multi-LLM system design interview coach with LangGraph orchestration, RAG with pgvector, MCP tool servers, and Redis caching. Built with Node.js, TypeScript, PostgreSQL, and OpenA…

34
239

Aindy Runtime

Self-hosted runtime for AI agents and workflows. Durable execution, capability-gated tools, human approval gates, and a memory system that accumulates. Runs survive restarts and r…

34
240

Crm Digital Fte

Autonomous AI customer success agent — 24/7 Email, WhatsApp & Web Form support. OpenAI Agents SDK + Groq LLaMA 3.3 70B + FastAPI + pgvector + Kafka. Hackathon 5 — CRM Digital FTE…

34
241

Korely Graphrag

MCP-native second brain with an automatic entity graph over your markdown notes. Honest benchmark vs vanilla RAG and nano-graphrag included.

34
242

J Core

Open-source organizational intelligence and governance layer — versioned Living Blueprint, verified knowledge, human-governed AI proposals

34
243

Portable AI Memory

Open-source, privacy-first memory layer for carrying your AI history across ChatGPT, Claude, Gemini, Codex, Cursor and other agents.

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244

FDE Agent Platform

Agents propose, humans dispose — three FDE agents over a Postgres knowledge graph with SQL-enforced human gates

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245

Spring Boot AI

🍀 🤖 Spring Boot AI - Evaluation Testing

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246

Kybase

Self-hosted persistent memory for AI agents. Markdown for humans, MCP for agents.

34
247

ExternalBrain

Self-improving, self-hosted memory across every AI coding tool, project, and team (Claude Code, Cursor, Copilot, any MCP client). Autoskill proposes new skills from your sessions,…

34
248

Docs Assistant

Agentic RAG assistant for the MCP TypeScript SDK — version-correct (v1/v2), cited answers that refuse when the docs don't cover it. Next.js + AI SDK + LangGraph + pgvector.

34
249

Pg Rag Slide Generator

Automatic slide deck generator using the power of Postgres as an AI control plane for RAG and MCP

34
250

Perfpilot Hub

An AG2 multi-agent framework for the performance-testing lifecycle—script generation, load tests, APM correlation, and reports—with HITL gates and A2A so other AI frameworks can r…

34
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