Vector Search

MCP server for MTA:SA documentation with intelligent search and caching

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

Multi-source web search for LLM grounding — works with any model provider

Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.

Model Context Protocol server for znt-core through @znt/sdk-nodejs

Simple MCP RAG server using @modelcontextprotocol/sdk

On-device reranking that cuts RAG context tokens ~67% while keeping a relevant passage.

Static code analysis platform — builds a Knowledge Graph from source code with Web UI, HTTP API, CLI, and MCP server

Give AI agents persistent context in n8n. Turn docs, code repositories, PDFs, specs, and other MCP servers into a live Model Context Protocol endpoint your workflows and agents read before they act, without writing code.

Turn editor chat history (Cursor, Claude Code, Windsurf, Copilot) into typed Markdown decisions + AGENTS.md rules — local-first, git-trackable, zero remember() calls.

Secure MCP access to Onyx search, chat, projects, and administration.

Build your own MCP server from plugins. Auth (API keys, OAuth), per-user permissions, audit log, SQLite or Supabase state, and built-in Google Drive, Slack, GitHub and Railway connectors.

MCP server for GigaChat — AI chat, embeddings, image generation (Russia)

MCP server for Venice AI - chat, images, TTS, embeddings, and account management

Local codebase intelligence server for coding agents — type-aware repo maps + semantic code search via Ollama. Pluggable into any agent via HTTP.

MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.

Universal AI Agent Skill, Dataset & Linter for Indonesian Spelling and Grammar based on EYD Edisi Kelima (Kemendikdasmen RI)

MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)

Evidence-first local MCP server and CLI for codebase discovery, search, and source-backed tracing adapters.

Reusable MCP server + Chinese RAG pipeline toolkit (factory + Tool builder + error envelope + eval framework) for building internal and third-party MCP servers in TypeScript.