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11 #pgvector MCP Servers & Clients

Every MCP server and client below is tagged #pgvector — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to pgvector tools.

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MaxKB

1Panel-dev

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Added last year

Spring Boot AI

rogervinas

🍀 🤖 Spring Boot AI - Evaluation Testing

Added last year

Reftrixmcp

TKMD

MCP server with 39 tools for web design analysis — layout extraction, motion detection, quality scoring, accessibility audit, Core Web Vitals, design comparison, and semantic search via Playwright, pgvector, ONNX Runtime, and Ollama.

Added 4 months ago
OM

Ogham Mcp

ogham-mcp

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring, and 16-language temporal extraction. 97.2% Recall@10 on LongMemEval with one PostgreSQL query. Works across Claude Code, Cursor, Codex, OpenClaw, and any MCP client

Added 4 months ago
T

Tribal

tribal-memory

Tribal captures the engineering knowledge that does not get written down in code or tickets. The reasoning behind a load-bearing decision, the heuristic someone keeps reaching for, the breakthrough that closed a gnarly bug.

Added last month

Attestor

bolnet

Audit-grade memory backbone for agent teams. Bi-temporal facts (event time + transaction time, with recall(as_of=...) replay), 6-step deterministic retrieval (no LLM in the critical path), conversation ingest with speaker-locked dual-pass extraction, per-tenant Postgres row-level

Added 2 months ago
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Memclaw

caura-ai

MemClaw — persistent memory for AI agent fleets (OSS)

Added last month

Hindsight Mempalace

holetron

Self-hosted long-term memory for AI agents. An MCP server that gives agents persistent, hierarchical recall (L0–L3) over pgvector — retain preferences, decisions and observations, then recall them by topic across sessions. MIT, clone-and-run, requires Postgres + pgvector.

Added 13 days ago

Strata

agenerationforwordz-tech

Strata is a self hosted AI memory server. Your AI remembers everything across every session, on your own hardware.

Added 3 months ago
A

Agentmemory

Obidel

MCP-native memory layer for Claude Code, Cursor, Cline, Continue, and 16 other AI tools. Hybrid search (BM25 + pgvector + graph), self-hosted on Supabase + Vercel, 100% MIT, no paywall.

Added last month
A

AgenticMind

Moai-Team-LLC

Auditable, self-improving knowledge & memory for AI agents, served over MCP. Citation-enforced answers (no source, no claim), a replayable why-trace per answer, and a judge-gated loop that promotes validated knowledge. Zero-key local embeddings (bge-m3), hybrid vector + BM25 retr

Added last month

Frequently asked questions

What is a #pgvector MCP server?

An MCP server tagged #pgvector implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access pgvector-related tools, data, or APIs.

How many #pgvector MCP servers and clients are there?

mcp.so currently lists 11 MCP servers and clients tagged #pgvector.

How do I install a #pgvector MCP server?

Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.