Knowledge Graphs

Local-first hybrid code search engine — 42 adapters, BM25 + vector + rerank, binary doc/image indexing, lazy background mode, MCP server

Stable eight-tool MCP server for changed-UI assurance, authority-aware UI task context, and repair.

Metabob MCP: a shared work ledger, code-structure tools and the substrate cockpit for AI agents

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

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

Local-first markdown memory system for humans and AI agents: MCP server, typed knowledge graph, deterministic garden planning.

It just remembers.

Connect Claude to Microsoft Teams — read/send messages, list channels, search chats.

Incremental code-graph MCP server and blast-radius engine for AI coding agents

MCP server that reads your OneNote notes in Claude Desktop or Codex, with optional Gmail and Calendar as supporting evidence. Signs in on your own machine; writes are opt-in per install.

Neo4j-based knowledge graph MCP server with temporal versioning and semantic search

SharePoint MCP is a Model Context Protocol (MCP) server for Microsoft Graph with enhanced search, metadata extraction, pagination, and caching.

Read Microsoft Loop files and workspaces through Microsoft Graph with bounded, token-efficient MCP responses.

Microsoft Graph MCP server with modular Microsoft 365 tools

CodeFundi MCP server for codebase mapping and blast-radius analysis.

OmniGuild: The All-In-One AI Developer Engine — 16-Mind Supreme Council, Autonomous Devin Agent Loop, AST Test Generator, Living Architecture Docs, Semantic Changelog, LAN Brain Sync, BM25 memory, AST repo-map, Letta pager, Cognee knowledge graph, SWE-age

Graph-powered code intelligence for TypeScript. MCP server + CLI that gives AI agents (Claude, Cursor, Continue, Cline) a function-level knowledge graph of your codebase — millisecond-latency calls instead of grep + file reads.

Persistent understanding via workflow prompts, typed updates, graph-native code, and supersession.

Multi-language code graph memory system for LLMs

align CLI — an architecture-conformance verification oracle for LLM coding agents, with a built-in MCP server.