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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.
OpenLMlib
Cross-project knowledge library for LLM agents with semantic retrieval, citation-aware quality checks, and safe MCP tool integration
Bruin
Bruin — agent-native note-taking app. 60 MCP tools, knowledge graph, human-in-the-loop review, local-first. Tauri + Rust + React.
Vecgrep
grep using meaning and similarity instead of keywords - local/self-hosted, multimodal, and runnable on any user-defined corpus
SenseTree
Local-first semantic file explorer for Windows. Hybrid search (vectors + BM25 + reranking), an agentic AI chat that proposes file operations you approve, and the AI models of your…
Companybrain
The open-source memory layer for your company. Index everything, recall anything, own all of it.
Pi Zgrep
Semantic code search for the pi coding agent. One tool, four routes (hybrid, BM25, vector, ripgrep), auto-indexed. Powered by zg.
Obsearch
Obsidian semantic search MCP
Ast Rag Support MCP
A local-first, high-performance MCP server for semantic code retrieval. Features AST-based functional chunking, reactive filesystem indexing, and Gemini-powered query expansion fo…
Code MCP Tools
Local-first MCP server and web panel for agent memory, project docs, bugs, todos, and RAG search
FlockParser Legacy
Legacy version of FlockParser PDF processing system
Rewrite Claude Assisted
Multi-agent system that turns a single PR example into a deterministic OpenRewrite refactoring recipe. Custom MCP server, RAG-backed recipe search, deterministic precision/recall…
Agentic Rag Chatbot MCP
Agentic RAG chatbot over PDF, DOCX, PPTX, CSV and Markdown. Multi-agent architecture, MCP-style message passing, source citations, persistent vector store.
PaperReview
AI-powered academic research platform for paper search, multi-agent reviews, knowledge graphs, and personalized research workflows
Genai Orchestrator
Example of a high-performance, pluggable AI Agent backend. Features a custom ReAct reasoning loop, production-grade Retrieval-Augmented Generation (RAG) using vector-based similar…
Pagebridge
Multi-adapter document intelligence engine -- ingest, section-tag, and semantically query PDFs and text across SQLite, Postgres, MySQL, MSSQL, Oracle, MongoDB and more
Kiara
Kiara - KI Assistent für Retrieval und Analyse
Tokenscache
AI token waste elimination and intelligent cache layer for multi-provider agents
Echo Guard
Semantic linting CLI that detects codebase redundancy created by AI coding agents.
Claude Context CLI
Auto-indexing CLI for claude-context-mcp (npm: claude-context-cli)
SyncContext
Shared team memory MCP server with semantic search — sync context across AI coding agents
NotedThat
A markdown-first knowledgebase you can hit from your editor, your AI agent, or any WebDAV client — one shared store, semantic + keyword search.
Skill Based Coding Agent
Coding agent with repository mapping, semantic search, safe atomic edits, testing and approval controls.
Plugmem
Embedded bitemporal memory engine with hybrid retrieval for local-first applications and AI agents — in-process, no server.
Zelatix V2
Zelatix v2: Agent-Native Context Database
Askrepo
Local codebase assistant: ask a git repo "where is auth handled?" and get answers with exact file:line citations. AST chunking + local LLM (Ollama).
Supabase Vector Gmailkb Rag
📬 Deterministic & programmatic Gmail → Supabase → Crawl4AI vector knowledge base for UC Berkeley MIDS.
Syntrix
MCP server for multi-source semantic search (RAG) using Spark, Delta Lake, and FAISS.
Farhan Code Search Template
Template repository for FarhanAliRaza/claude-context-local - 100% local semantic code search for any project. Zero API costs, complete privacy.
Quickcontext
Provide fast local code search, indexing, and retrieval using Rust and Python tools with AI-assisted context and symbol analysis.
Docs Hub
MCP-серверы для Claude Code с FAISS-индексами. Осуществляют семантический поиск по документациям Jivo, SaluteBot и SberSalute Code.
Microsoft Learn MCP Server
Microsoft documentation MCP access
RAAAL
Quick demo for regime aware asset allocation based on: https://ora.ox.ac.uk/objects/uuid:1a421d83-a010-484e-83c1-504bc9f1cbbf/files/d7s75dd17x and https://rpc.cfainstitute.org/sit…
Binelek Vscode Extension
VS Code extension for Binelek Platform - Integrated knowledge graph development tools
Genai Lab
TypeScript GenAI agent lab demonstrating RAG, MCP, semantic search, and controlled LangGraph workflows.
Mindseed MCP Connector
KnowMine Claude Plugin 2026: Semantic Knowledge Base for AI MCP Workflows
Claude Context Local Plugin
Claude Code plugin for semantic code search using claude-context-local MCP server. Search code naturally, find patterns, explore codebases with AI-powered assistance.
Obsidian Memorius Plugin
Connect your Obsidian vault to Memorius — semantic search, auto-sync, context injection, MCP console, and dashboard.
Findyourcode
search a codebase by what the code does, not the words in it. tree-sitter chunking, hybrid vector + bm25 retrieval, one sqlite file, offline.
Grow Book MCP
MCP server for semantic search over scanned / image-heavy PDFs: embeds page text AND page renders (Voyage context-4 + multimodal-3.5), fused with BM25.
Mindport
Local-first project memory for AI clients, with semantic search, knowledge graphs, a Web console, HTTP API, and MCP support.
Topk
Topk — independent third-party profile of a public API surface, by API Evangelist. TopK is a search engine for accuracy-critical AI applications, delivering hybrid search, multi-v…
Synaptomind
Where ideas find each other
Lawstar Dsh MCP
DeepSeek Harness plugin for LawStar MCP (legal-data): one-click API Key connect
Kbsearch
MCP server for semantic knowledge base search using LlamaIndex embeddings. Auto-ingests from S3, vector search with configurable chunking.
Conceptnet MCP
ConceptNet MCP Server (Semantic Knowledge for LLMs)
Traceback
Semantic debugger MCP server: warm-starts grep/git with cosine-similarity recall over past coding-agent sessions
Databricks Docs MCP
MCP server providing semantic search over 3,181 Databricks documentation pages for AI assistants
Kybase
Self-hosted persistent memory for AI agents. Markdown for humans, MCP for agents.
Mnemon Memory MCP
Persistent layered memory MCP server for AI agents — SQLite + FTS5 + vector hybrid search (RRF), multilingual, zero-cloud
Hatko
Semantic search and grounded answers over a private document corpus. Hybrid retrieval, verified citations, and honest abstention.