Model Context Protocol servers that extend AI capabilities
franco.ance
MCP server for exploring SQL Server database schemas
sanderkooger
An MCP server for semantic documentation search and retrieval using vector databases to augment LLM capabilities.
GitHub Actions
MCP server with full Notion capabilities (23 tools)
GitHub Actions
MCP server for converting SVG to Android Vector Drawable XML format
lexnguyen
MCP Server for automatic database schema documentation with Mermaid diagrams - Prisma, MySQL, PostgreSQL, SQLite support
ideadesignmedia
SQLite-backed MCP memory server and library
thj8632
MCP persistent memory service — let AI assistants remember across sessions. Powered by Qdrant vector search + Ollama/Gemini embedding with hybrid retrieval (vector + BM25).
...morederchris
MCP proxy that aggregates multiple servers with tool filtering - stop carrying 70k tokens of tools you'll never use
momodel
Local RAG MCP Server with extended file support (including PPTX)
node2flow
MCP server for PostgREST — 10 tools for CRUD operations, filtering, resource embedding, and RPC on PostgreSQL databases via REST API
...moreainative-studio
AINative ZeroDB MCP Server - 69 operations for vector search, free embeddings, quantum compression, NoSQL, PostgreSQL, files, events, RLHF, and persistent memory for AI agents with enterprise security. Production-ready MCP integration for Claude, Windsurf
...morevzwjustin
MCP server for sequential thinking and problem solving
cgrotowski
Agent Passport Standard — MCP Server for Claude Code, Cursor, Windsurf and any MCP client. Universal agent identity, semantic memory, and attestation.
...moreshtse8
Core RAG (Retrieval-Augmented Generation) logic for MCP
kaushik-wildcard
Advanced codebase indexing and semantic search MCP server
disco_trooper
MCP server for Apple Notes with semantic search and CRUD operations
tan-yong-sheng
MCP server for ArXiv semantic search with paper discovery and category browsing
teknologika
Local-first semantic search for documents using MCP protocol. Requires Python 3.10+ and Docling (pip install docling).
danielblomma
Local, repo-scoped context platform for coding assistants. Semantic search, graph relationships, and architectural rule context.
...moreGitHub Actions
Local semantic search for your documents. Index Markdown, PDF, and Office files with hybrid BM25 + vector search.
guerchele
Jira DataCenter MCP Server with semantic search and operation execution
yuanbopang
Context8 MCP server for remote error solution vault with semantic search
kaushik-wildcard
Advanced codebase indexing and semantic search MCP server
nessie_tn
Filesystem-based knowledge management with semantic search for AI agents