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MCP servers tagged semantic-search
890 live MCP servers tagged "semantic-search", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with semantic-search.
RoleRadar
🎯 RoleRadar moves beyond keyword matching. It uses AI Agents and MCP to securely connect your local resume and project context to job market insights, providing deep semantic job…
PlaudBlender
Local-first Plaud recording pipeline and personal knowledge timeline with Python, SQLite, Qdrant, RAG, 3D graphs, MCP tools, and a SwiftUI companion.
Claude Total Recall
Stop re-explaining yourself. Claude Code plugin that remembers all conversations across sessions and projects, searchable by meaning.
Kiro Total Recall
Stop re-explaining yourself. Kiro Power and MCP server that remembers all conversations across sessions and projects, searchable by meaning.
Jobsearch Buddy
CLI tool that scrapes 100+ ATS job boards, caches in SQLite, and does semantic search via OpenAI-compatible embeddings
Mail Memex
Personal email archive with SQLite+FTS5 full-text search and MCP server for LLM access. Part of the *-memex ecosystem.
Levh
Shared memory layer for AI coding tools — local-first, MCP-native, self-curating
Docpilot
MCP server providing semantic documentation search across 30+ frameworks(Frameworks Agent MCP). Zero install — just Docker
Grooveseek
MCP server for semantic hybrid search (sqlite-vec + FTS5 with optional cross-encoder reranking) over a Markdown / plain-text knowledge base
Memgrep
Local memory + cron scheduling for Cursor agents. Recall past sessions, schedule playbooks, MCP-native.
Bl1nk MCP Server
Modular, audit-ready memory system combining knowledge graph, semantic embedding, auto tagging, and root identity - built for agentic workflows.
Local Knowledge Rag MCP
A semantic search and retrieval system for local documents using vector embeddings. Powered by MCP (Model Context Protocol).
SIP MCP Connector
Model Context Protocol server for Luxembourg government news from SIP, semantic search, RSS, Docker, Helm and Kubernetes.
Vaultspec Rag
Search code and feature records by meaning through the command line or Model Context Protocol (MCP). Inference runs on your GPU.
Ollqd
📚 Index codebases and docs into Qdrant with Ollama embeddings, enabling AI assistants to search code via Model Context Protocol (MCP).
Brain Rag
Hybrid retrieval-augmented search over a corpus of markdown files. Vector and keyword search fused into one ranking, optionally reranked by a cross-encoder, served locally over a…
Identity Server
MCP server for personal identity context - serves background, skills, interests, and indexed content to LLMs
Picoqmd
Lightweight QMD alternative: fully local hybrid search engine (BM25 + vector + rerank) and MCP server in a single ~15MB Go binary. No Node.js. Runs on Raspberry Pi.
Go Palace
Local-first memory palace for AI agents — semantic search, knowledge graph, 4-layer memory stack, MCP server. Pure Go, offline, no API keys.
Obsidian MCP Semantic Metagraph
Obsidian MCP-RAG server for AI agents [Local & Cloud] with full-note, heading-aware semantic retrieval, lexical search, graph navigation, passage provenance, and vault manipulatio…
Duxxdb
The database built for AI agents - hybrid vector + BM25 + structured, durable, with RESP / MCP / gRPC servers. Apache 2.0.
Homebrew Amanmcp
AmanMCP is a local-first RAG MCP server for developers - providing hybrid search (BM25 + semantic) over codebases for AI assistants like Claude Code and Cursor.
Annal
Semantic memory server for AI agent teams. MCP server, ChromaDB or Qdrant, local ONNX embeddings.
Semantic Knowledge Base
Multi-user MCP server for semantic search over personal document collections. Built with FastMCP, FastAPI, Qdrant, and React — features per-user isolation and measurable retrieval…
Fridai
A local MCP server that lets AI coding agents recall your code, commits, and conversations.
Neo0 MCP
Coordinate-based semantic addressing for AI agents, over the Model Context Protocol
Sfx Lead Intelligence
SFX Lead Intelligence Command Center: local-LLM hub plus lead dashboard, quality lifted 61 to 99 percent via a ground-truth eval harness. Showcase; source private.
Comind
Deterministic, cross-repo code intelligence for coding agents - a self-hosted single binary that serves your whole codebase's graph to agents over MCP.
Memstrata
Semantic memory MCP server (FastMCP + Postgres/pgvector) with tiered recall depth for token economy. Ships a retrieval-quality eval suite — precision@5 0.69, recall@10 0.82.
Pinakes
Pinakes — a portable, agent-first knowledge base. One directory = one KB.
Intelligent Agentic Research Assistant
Autonomous Multi-Agent Research Assistant powered by CrewAI, SQLite Long-Term Memory (LTM), and stdio Model Context Protocol (MCP). Evolving from hybrid RAG to a cooperative agent…
Rag Memory Pg MCP
PostgreSQL-based RAG Memory MCP Server with Supabase - hybrid semantic search + knowledge graph
Yojaka AI Profile Matching Engine
Intelligent AI Recruiter Assistant - Agentic Profile Matching Engine with LangGraph State Machine, MCP Dual Gateway, Hybrid RAG, and Async Task Infrastructure.
Paper Search MCP Cf
Cloudflare Workers MCP server for academic paper search
Kaos Ast
High-precision code context provider for AI agents. Bridges code_ast parsing with cocoindex-code for semantic chunking and local vector embeddings
Aging Knowledge Graph
An open, evidence-traceable knowledge graph for healthy aging — Postgres + pgvector, REST + MCP API, natural-language search, and Claude-powered curator/reviewer agents.
Toad MCP Server
MCP server exposing portfolio tools (Semantic Search, Eval Framework, Observability) via Model Context Protocol
Neuronest MCP
Local-first MCP server that turns your Markdown vault (Obsidian, Logseq, or plain folders) into a private, searchable "second brain" for AI agents like Claude and Cursor — with se…
DeepFetch
Semantic web search MCP server with Kagi, Scrapfly, PDF extraction, and local ONNX reranking for Claude Desktop, Gemini CLI, and Codex.
Mythos Echo Agent
MythosEcho is a compact multilingual creator toolkit that synthesizes mythology-focused creator assets (hooks, narratives, metadata) using a Next.js dashboard, a FastAPI backend,…
Local Websearch MCP
Offline-first MCP server for local web search and content fetching with no API keys required.
Nutri
Production nutrition-tracking PWA (React, Supabase) built and operated inside Claude Code: production RAG pipeline, hybrid semantic search (pgvector), self-built remote MCP server…
Bubble Agent MCP
Find emerging conversations before they blow up. An MCP server that brings live Bubble Agent trend intelligence to Claude, Codex, Cursor, and more.
Claude Innit
Unified memory context system for Claude Code via MCP
OBSMCP
OBS MCP / Obsidian MCP for project continuity, multi-session AI workflows, semantic code context, and token-aware startup.
Zileo Docs
MCP server for RAG indexing, hybrid search, and generation of PDF/Excel/Word documents — powered by Mistral (OCR + embeddings) and Qdrant.
Omnarai Memory Engine
A callable memory-and-divergence substrate for AI systems: an attributed multi-intelligence corpus, cross-model divergence atlas, deliberation engine, and open MCP/API
Senrah
MCP server that turns merged pull request history into semantic-search precedents for AI coding agents.
Claude Hackathon MCP
Alma's FastMCP memory server — 4-layer memory, semantic search (pgvector) & deterministic crisis detection.
Cube Memory SDK
Persistent AI memory with crossover — your AI at home shares the same memory as your AI at work. What one LLM learns, all your AIs know. Memory + PKM for Claude, GPT, Gemini & loc…