Model Context Protocol servers that extend AI capabilities
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MCP server that indexes Claude Code and Codex conversations for semantic search
kshidenko
PostgreSQL-based RAG Memory MCP Server with Supabase - knowledge graph + semantic search
GitHub Actions
A TypeScript MCP server for document management and semantic search with embeddings, featuring web crawling, multiple AI providers, and intelligent chunking
...moregogogadgetbytes
Secure, minimal MCP server for Smart Connections semantic search
junejae
MCP server for Obsidian-based Second Brain with AI-powered semantic search
liuxianling
MCP server for Milvus knowledge base integration with semantic search capabilities
mr_bucher003
Persistent memory with semantic search for AI agents. Works with Claude Code, Cursor, Windsurf, and any MCP client.
opichi
Opichi Helios MCP Server - Comprehensive code analysis and semantic search for AI coding assistants
kaspnilsson
MCP Knowledge Graph Memory Server with Supabase + pgvector for semantic search
atool
A Model Context Protocol server for semantic icon search. Generate infographic SVG icons by keyword, with over 100,000 icons and semantic search support.
...morefridrikfridriksson
MCP server for INECTA Food Knowledge Base - semantic search and dependency analysis for Business Central AL code and documentation
...moreagentos_software_org
Official TypeScript SDK for AgentOS — persistent memory, semantic search, and inter-agent mesh for AI agents
samihalawa
EnvMem - Personal environment variable memory with semantic search. Store, search, and manage your environment variables with AI-powered semantic search.
...morekranthivenkateshthota
Universal code development MCP server — search, analyze, navigate, review any codebase. 29 tools, semantic search, AST parsing, security scanning, dead code detection, complexity heatmaps, DB schema parsing, API discovery, IaC analysis, CI/CD parsing, mon
...moreainative-studio
AINative ZeroDB Memory MCP Server - 6 optimized tools for agent memory with smart context management, semantic search, and automatic pruning. 92% smaller than monolithic server. Production-ready for Claude, Windsurf, and AI assistants.
...moreyiyezhihua
MCP server for codebase indexing and semantic search - Node.js implementation
lishenxydlgzs
A Model Context Protocol (MCP) server that provides semantic search capabilities across files. This server watches specified directories and creates vector embeddings of file contents, enabling semantic search across your documents.
...moreromiluz13
Self-initializing codebase knowledge agent with semantic search, proactive research, and intelligent context
jonhardwick-spec
Proxy package - installs specmem-hardwicksoftware. Persistent memory for coding sessions with semantic search, pgvector, token compression. Hardwick Software Services @ justcalljon.pro
...morekhalagan
MCP server for Obsidian vault - 75 tools for notes, tasks, CRM, semantic search
mihaelbos
MCP server for Hyperterminal — real-time AI news, semantic search, and weekly digests for AI agents.
spencerbarron
MCP server for code context with semantic search, AI analysis and summary
staroffire28
MCP Server for D365FO Context - Dynamics 365 Finance & Operations semantic search with 60+ specialized tools
lckx777
Copywriting MCP Server — Direct Response quality gates, validation, and semantic search