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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.
Contextator
Turn any collection of documentation into a private, semantically searchable MCP endpoint — one URL per project, self-hosted in one Docker container.
Dexicon
Semantic search over your own code, documents and git history, for coding agents over MCP. One container on your machine: local embeddings with Ollama, hybrid search with Qdrant,…
Zmem
Local-first, agent-oriented memory substrate for engineering decisions and evolving project context
Context Chronicler
Subconscious Memory 2026: AI Coding Context Engine with Hybrid Semantic Search & MCP
Local Semantics
An MCP server exposing local embedding tools - semantic search, comparison, clustering and zero-shot classification - so an agent can call them in a loop without an API round trip…
Context Depot
A self-hosted durable context service for AI agents: structured memory and canonical Markdown over MCP, with workspace-scoped access and lexical fallback.
FlowRAG
🌊 TypeScript RAG library with knowledge graph support — batch indexing, semantic search, entity extraction, and graph traversal. Lambda-friendly, Git-friendly, zero servers.
Seekdb Md MCP
Index local Markdown/TXT/RST into seekdb. MCP service + real-time sync + web dashboard for AI document search.
Rag Brain MCP
Production-grade MCP server for knowledge management with semantic search, Obsidian sync, and 20+ tools
JS PotatoRAG
Consola RAG local air-gapped + memoria para agentes (MCP). Base vectorial cuantizada en 3 bits (Rust/WASM, ~21x), embeddings ONNX y LLM locales, PWA instalable.
Md Manager
Markdown docs that live in Postgres, built for AI agents — MCP server (Claude.ai / ChatGPT connector + stdio), CLI, and web UI over one multi-tenant, RLS-isolated API. Rust + Axum…
Docqa Server
MCP server for document Q&A — the retrieval half of RAG as reusable infrastructure: semantic search over pgvector/SQLite, OpenAI or keyless embeddings, PubMed ingestion, recall-ga…
AI Discovery
AI Search & Discovery tools for WordPress and Joomla by Online Marketing.
TheoremSearch MCP
MCP wrapper for TheoremSearch (UW Math AI Lab) — semantic search over 9.27M mathematical statements across arXiv, Stacks Project, ProofWiki & more. Includes official remote MCP re…
Docs Rag Assistant
Production-grade RAG assistant over the Model Context Protocol documentation — FastAPI + MCP tools, with reranking, semantic caching, guardrails, PII masking, and hallucination de…
Semantic Code Intelligence
Local-first semantic code search with FAISS, BM25, cross-encoder reranking, reliability scoring, and cited walkthroughs.
Nyaya Vault
Secure digital document management system for legal and investigation documents with RBAC, digital signatures, OCR, RAG, and MCP integration.
REEL FINDER
Full-stack movie discovery and recommendation system with LLM tool calling, semantic search, and interaction-based personalization.
Claude Config Studio
MCP Server for managing Claude Code configuration with luoshu (洛书) cross-session intelligent memory
Roshan Baaz MCP
Model Context Protocol server for Roshan AI's Baaz (باز) platform. Provides tools for document indexing, semantic search, similarity retrieval, status inspection, and index manage…
Envri MCP Connector
Euro-Argo float metadata + OSO ontology in one Elasticsearch index, embedded for RAG and served via an HTTP API and an MCP server.
Markdown Memory
MCP server that hands coding agents the one Markdown section that answers the question, not the whole file. Local hybrid search: BM25 keywords + ONNX embeddings in SQLite. No API…
Aturanorg
Aturan.org is Indonesia’s first public semantic search for laws and regulations, AI-ready with an MCP server, REST API, and web app for legal research.
Claude Code Ltm
Claude Code 的長期記憶 — 在 ~/.claude/projects 逐字記錄之上的可拋棄索引與可插拔記憶策略（全本機）
Shopware Upgrade Intelligence
Local-first RAG-MCP server for every Shopware 6 version. Ask Claude Code about breaking changes, deprecations, CSS classes and upgrade paths across 6.4–6.7.
Wiki4ai
A self-hosted collaborative wiki for teams and AI agents — Markdown, Mermaid + PlantUML diagrams, hybrid search, built-in MCP server with 32 tools
Toolport Releases
Official release downloads for Prava Toolport — the local semantic MCP tool registry for AI agents. https://pravalabs.app/toolport/
Home View Graph
A five-model knowledge graph over a directory you choose — built to prove itself wrong. SQLite + FTS5, stdlib-only, 100% local.
Treeweft
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
Synapse Farsight
Semantic code graph and refactoring plan verifier for AI coding agents.
Achilles
Self-hosted AI platform for companies: connect any provider and model, run and govern agents, track token spend, and ground every answer in your own knowledge. Postgres-only, no e…
Pester
Accountability engine for founders — AI-powered knowledge vault with action tracking, semantic search, and multi-source sync
Gmeow Proxy
Local Gmail intelligence for agents, MCP, and REST automation
Munimentum
Your own Microsoft 365 data, kept where you can reach it: Teams, Outlook mail, calendar, contacts, OneDrive, SharePoint, Planner, To Do and OneNote — exported through Graph, searc…
Library Of Context
Local-first semantic paging and durable virtual memory for bounded AI context
Engineering Knowledge
Local-first engineering knowledge retrieval with deterministic ingestion, provenance, hybrid search, reproducible evaluation, CLI, and read-only MCP.
CortexCompanion
WPF companion application for Cortex
Rsperformance Online
RS Performance Sp. z o.o. is a single-location automotive diagnostics and repair workshop at Al. Grunwaldzka 303B in Gdańsk, Poland (the Premio Ring site, rebranded 2021-09-14), s…
Grepai MCP Bootstrap
Wire grepai as a per-project MCP server for Cursor and OpenCode without a paid codebase index
Vault Vector
Busca semantica e escrita nas suas notas markdown, via MCP. Roda local: Ollama + SQLite, nada vai para a nuvem.
Metachlorian
Self-hosted, shot-level video search for AI agents and editors. MCP server, semantic search, B-roll finder, exports to OTIO, FCPXML and EDL.
Biomed Evidence MCP
Six Model Context Protocol servers over curated biomedical data — ClinicalTrials.gov, openFDA (labels/events/recalls/approvals) and PubMed — pairing a pgvector hybrid-search docum…
Mind Mri Agent Second Brain
Zero-dependency, offline-first Graph-RAG memory system for AI agents — hybrid semantic+keyword+graph search, multi-agent task queue, MCP server, Obsidian-native vault.
Inventra
Inventra is an AI-powered multi-agent inventory and financial management system that enables natural-language interaction with business data
SCYTHE
Scythe (ctx) is a live, auto-updating codebase context engine. It maintains a local SQLite relational graph of your repository, synced dynamically on edit by AI models, guaranteei…
Know Ctl
Transform LinkedIn saved posts into an interactive, interconnected Obsidian knowledge graph. Features a zero-config web dashboard, hybrid LLM routing (Groq + local vLLM/llama.cpp)…
Evidence Sieve
面向 Agent 的证据筛选工具：保守归组、差异保护 MMR、来源追溯。支持 MCP/CLI，附中文接入说明、开发集调参、留出测试与消融实验。
DevCtxEngine
Local-first code context engine in Rust + DuckDB: incremental semantic indexing, hybrid search, MCP server, HTTP API and TUI. Rust rewrite of devai-context-engine.
Manual Rag Assistant
MCP server for searching motorcycle manuals with hybrid retrieval and calculating maintenance intervals.
Research Assistant
A Model Context Protocol (MCP) server that provides intelligent research data management using vector embeddings and semantic search. This server enables you to save, organize, an…