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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.
Tome
a magical LLM desktop client that makes it easy for *anyone* to use LLMs and MCP
Fastapi MCP Langgraph Template
A modern template for agentic orchestration — built for rapid iteration and scalable deployment using highly customizable, community-supported tools like MCP, LangGraph, and more.
Ragrabbit
Open Source, Self-Hosted, AI Search and LLM.txt for your website
Kai
An MCP Server for Kubernetes
Agentops
Self-hosted LLM operations gateway in one Go binary: OpenAI-compatible router, durable agent tracker, faithfulness evals + drift, traces, MCP server, console
SkillNet
Turns an organization's internal docs into a living learning system: AI agents generate courses, tutor learners, and adapt content on the fly.
LaunchStack
AI-powered StartUp Accelerator Engine built with Next.js, LangChain, PostgreSQL + pgvector. Upload, organize, and chat with documents. Includes predictive missing-document detecti…
selvage-lab/selvage
The self-finished edge that keeps your scattered knowledge from unraveling — a local-first hybrid-search layer over Slack, wikis, code, and databases, queryable by humans, MCP cli…
Kiwi Mem
🥝 Self-hosted memory gateway for AI companions — OpenAI-compatible proxy with vector search, memory heat, Dream consolidation and calendar-level summaries · AI 伴侣记忆网关：向量搜索、记忆热度、Dr…
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.
Atomicmemory
Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugins.
Caura
Caura (formerly MemClaw) — governed shared memory for AI agent fleets. Multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-i…
Halofy
Halofy is the open access and governance layer for AI agents across your organization. Identity, policy, provenance, audit, and signed erasure.
Momento
A model context protocol server for Momento
Hive MCP Server
Hive MCP server — AI dev session logs, plans, and semantic search via Supabase pgvector
Recruitops Agent
Local-first recruitment intelligence and application operations agent
Bgts Context Engine
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
Ogham MCP
Shared memory MCP server — persistent, searchable, cross-client
Docsmint
DocsMint - self-hosted AI-native knowledge workspace with semantic search, GraphRAG, REST, CLI, SDK, and MCP.
AI Reliability Copilot
Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5-scenario regression suite + LLM-as-judge eval pi…
Kimi Core
个人用的 agent memory OS——记忆系统 + self-drive 自主情感，内置对抗式自审 harness。内在过程需要外在标准。
Claude Code Nextjs Skills
Claude Code skills for AI apps • Next.js 16 • AI SDK 7 • pgvector • bun
Opendray
Self-hosted gateway for Claude Code, Codex, Antigravity, Grok Build, OpenCode. Run AI coding agents on your own infra with a shared local-first memory layer. Drive from web, mobil…
Rag CLI
Local Retrieval-Augmented Generation (RAG) plugin for Claude Code that combines Chroma db vector embeddings with intelligent info retrieval with Multi-Agent Framework (MAF) orches…
Scanadi MCP AI Memory
A production-ready Model Context Protocol (MCP) server for semantic memory management
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…
Remembrallmcp
Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.
Remembrallmcp
Whole-codebase knowledge for AI coding agents. A field-aware code graph (functions, classes, methods, fields, references) plus persistent memory. Rust, Postgres + pgvector, MCP.
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…
Vector MCP
Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector
Memforge
Let AI coding assistants remember your team's knowledge across sessions
Ide99
A local-first PostgreSQL IDE. Native desktop app for macOS, Linux and Windows — free and open source.
Memforge
Neuroscience-inspired memory for AI agents — sleep cycles that rewrite and strengthen knowledge over time. TypeScript, PostgreSQL, MCP.
Sanqian AI
三千AI智能体 · 面向自媒体和内容团队的一站式 AI 工作台 · AI画布工作流 / 口播IP运营 / 多模型聚合 / 私有化部署
AegisOps
AegisOps企业信息系统智能运维平台：自动巡检、Agent 故障排查、证据工单与审批处置。LangGraph · Deep Agents · MCP；附可复现实测记录。
Ontheia
Self-hosted AI agent platform — multi-provider, multi-user, MCP-native, with skills, artifacts, and GDPR by design.
Aakd
Open-source, self-hosted AI-native contract lifecycle management (CLM) for contract operations.
Memrain
Self-hosted memory for your AI agents: hybrid vector + keyword + entity-graph search over your notes and code, with cited sources, served over MCP to Claude Code, Cursor and Codex…
Hetu
本地优先的 AI 知识与 Agent 工作台：Markdown 笔记 + 对话/编码会话，配向量检索、知识图谱、Wiki、记忆、看板与工作流，支持 MCP / 技能 / 多模型 · Local-first AI knowledge & agent workspace with semantic search, knowledge graph, memori…
Bookstack MCP
MCP server for BookStack — 56 tools covering the full API + semantic vector search. Rust/tokio/axum, dual transport (SSE + Streamable HTTP), OAuth 2.1, pluggable DB (SQLite/Postgr…
Obsidian Semantic MCP
MCP server for Obsidian with semantic search, vector embeddings via pgvector, and Claude Code integration
Cerebellum
Agent-readable second brain using PostgreSQL + pgvector for semantic search and memory storage.
Aegis Memory
Secure context engineering for AI agents. Content security · integrity verification · trust hierarchy · ACE patterns. Self-hosted, Apache 2.0.
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Fortemi
Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal inge…
Bidwright
AI-native construction estimating platform for intake, takeoff, pricing, scheduling, knowledge, and quotes.
Genesys
Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.
Pdf To Pgvector
MCP server that extracts, chunks, embeds and stores PDF documents into a pgvector database for semantic search and RAG pipelines.
Deft
Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, approvals, and MCP context.
Gomaa
Gomaa — Autonomous Agent Memory OS. Persistent memory system for AI agents with Obsidian vault integration, hybrid RRF search, knowledge graphs, security gates, and MCP server.