Knowledge Graphs

Headless local context engine and CLI to map codebase dependencies for AI consumption.

MCP server for Umtri — give your AI coding agent a persistent map of your project's structure, dependencies, and bugs.

Multi-language code graph memory system for LLMs

MCP server that gives AI agents (Claude, Cursor, Copilot) deep understanding of your codebase patterns, conventions, and architecture. Query patterns, security boundaries, call graphs in real-time.

MCP server for Shotpipe — hosted, SSRF-safe, cached screenshots and Open Graph images for AI agents. No headless Chrome to run.

Native TypeScript AI memory system and MCP server (Zero-LLM, LanceDB)

MCP server for AgentPlanner — AI agent orchestration with planning, dependencies, knowledge graphs, and human oversight

Project-local knowledge-graph memory MCP server from N2NS Lab for AI coding agents.

RuvNet KB-First Application Builder - Build intelligent applications on expert knowledge

Agnostic persistent memory server for AI tools via MCP. Knowledge graph stored in SQLite with FTS5 keyword search, multi-tenant by namespace.

MCP server that builds code graphs to provide rich context to LLMs

Local, branch-aware code search & relation graph. SQLite FTS5 + tree-sitter symbols + source-graph edges, exposed as an MCP server and CLI. No chat LLM required.

Index Salesforce metadata and source evidence into SQLite. Six MCP tools provide dependency analysis, matched snippets, and Apex predicate inspection.

MCP server for Microsoft 365 / Office 365 SharePoint — full read-write access to sites, documents, pages, metadata, navigation, and permissions

AI-to-AI token exchange + BSV blockchain. 20 MCP tools: reasoning, trading, NFTs, oracles, models, notarization. Trade tokens for on-chain assets.

The runtime layer for Agentic AI. 121 MCP tools: persistent memory, autonomous agents, vault storage, scheduled workflows, DeFi on Base (base_mcp_*), Robinhood Chain tokenized stocks and arbitrary crypto with V3/V4 smart routing (rh_*), live market data,

MCP server for Microsoft Graph API — Mail, Calendar, Teams, OneDrive

DevsMind — Team AI Brain

GAFF - Graphical Agentic Flow Framework: Complete MCP server suite for AI agent orchestration (meta-package)

AI Governance Era v6.1: loungeservice-grade project initialization. Creates 8-folder structure with complete AI governance (AI_RULES.md, AI_ROLE_MATRIX.yaml, NAMING_EXCEPTIONS.md, DEVELOPMENT.md, project.md) and bridge files (.cursorrules, .windsurfrules)