Model Context Protocol servers that extend AI capabilities
fridrikfridriksson
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
giancarloerra
SocratiCode — MCP server for local codebase indexing, semantic search, and code dependency graphs. All private, all local via Docker.
...morelishenxydlgzs
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
shirokuma-library
MCP server for AI-powered knowledge management with semantic search, graph analysis, and automatic enrichment
hui.seo
Smart MCP server for Outline Wiki with AI-powered RAG Q&A, summarization, and semantic search
ruso-0
MCP plugin for Claude Code — 3 router tools with invisible middleware for token-optimized code navigation, compression, and safety. Lite mode (instant) or Pro mode (semantic search).
...moreromiluz13
Transform any GitHub repository into searchable vector embeddings. MCP server with smart indexing, voyage-context-3 embeddings, and semantic search for Claude/Cursor IDEs.
...moremrcoder57
MCP Server for storing and retrieving user conversation breadcrumbs with semantic search using LlamaIndex
mishka_doing
🍎 MCP server for semantic search through Apple developer documentation, WWDC transcripts, and code examples. 16K+ documents indexed for AI agents.
...moreserkanhaslak
Stdio proxy for PG-Memory - connects stdio-based MCP clients (Claude Desktop, Raycast) to your PG-Memory HTTP server using Clerk API key authentication. Personal knowledge base with 14 tools (6 read + 8 admin) including articles, Q&A, semantic search, and
...moredev-doppelgangers
MCP Server for Context API - Semantic Search for Twitter/X posts
hyphaene
Semantic search MCP server for your codebase using PostgreSQL + pgvector + Ollama