Knowledge & Memory

AI infrastructure cartographer & MCP server: fingerprints, graphs & watches live infra for agents

Production-ready MCP memory server with SQLite WAL for thread-safe concurrent access. Drop-in replacement for @modelcontextprotocol/server-memory. Prevents race conditions and data loss in multi-session AI agent environments. ACID-compliant knowledge grap

Stop your AI agents from doing the same work twice. Exactly-once execution, deduplication, and distributed coordination for multi-agent systems.

MCP server for Microsoft 365 via the Microsoft Graph API. Read/write access to mail, calendar, contacts, tasks, teams, planner, and more.

Provider-agnostic Model Context Protocol (MCP) collaboration server: claim files, persist working memory, and prevent multi-agent session conflicts

Persistent memory for AI agents — 55 MCP tools, spreading activation recall.

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.

Enhanced MCP server for code reasoning using sequential thinking methodology, optimized for programming tasks

Blockchain-backed memory and code storage for Claude Code. Save AI conversations and source code permanently on BSV.

Versioned context store with hybrid search for AI agents. Stdio + HTTP MCP server and CLI.

PRD Generator MCP — generate, validate, and manage Product Requirement Documents.

melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys. USDC on Base.

MCP server for Microsoft 365 — Outlook, Calendar, OneDrive, SharePoint & Teams via Graph API

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.

Your Claude Code sessions don't have to start from scratch anymore — SpecMem gives your AI real memory. It won't forget your conversations, your code, or your architecture decisions between sessions. That's the whole point. Semantic code indexing that act

Your AI agent keeps your diary for you. Local-first, private, works in any agent.

AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.

Multi-Scope Local Memory — local-first AI agent memory with personal/global/shared scopes. 7-channel retrieval, Fisher-Rao similarity, multi-scope RRF fusion.

AI agent memory & session orchestrator for MCP — persistent KV-Cache, Soul Board, immutable Ledger