Associative memory for LLM agents — a key-graph memory layer (MCP server) that recalls by association, not just vector similarity. A graph-based alternative to vector-store agent memory.
Graph-structured knowledge.
Associative memory for LLM agents — a key-graph memory layer (MCP server) that recalls by association, not just vector similarity. A graph-based alternative to vector-store agent memory.
MCP server for Velixar persistent cognitive context — memory, identity, graph, time, and contradiction for LLMs
MCP server adapter + CLI + watcher for email-agent-mcp
MCP server and static dataset for the AI Incident Law public-record corpus: AI-related litigation, regulatory action, tribunal records, and review-queue matters. Anchored to EveryAILaw obligations for cross-graph queries.
Nex CLI provides organizational context & memory to AI agents. Connect email, CRM, Slack, meetings, and 100+ tools into one knowledge graph. Delegates to the nex-cli binary.
Persistent local memory for any MCP client. SQLite + FTS5 + sqlite-vec hybrid retrieval, bi-temporal asOf queries, contradiction detection, LLM-free reflection. Multilingual embeddings. Knowledge Graph. No cloud, no API keys.
Agent-first MCP server: AI coding agents find, compare, verify, and stack-build the right open-source tools across 35+ registries (npm, PyPI, Cargo, Maven, Go, RubyGems, NuGet, Hex, Composer, and more). Graph-aware ranking + version-aware compatibility in
Your agents break less code and burn fewer tokens. codeweb maps your repo into a deterministic call/import graph; 28 MCP tools answer impact, callers, and duplication before agents write. Claude Code plugin & MCP server; zero deps, runs 100% locally.
Lightweight pre-commit safety gate for AI agents. Answers 'is this change safe?' with PASS/WARN/BLOCK verdict in seconds. Zero setup, no database.
A MCP server built for developers enabling Git based project management with project and personal…
Zero-config codebase context for AI agents. One command generates a ~250-token navigation map and auto-configures Claude Code, Cursor, and Aider.
MIND MCP Server — 28 tools. The most complete AI memory layer with the Focus → Project → Outcome → Task hierarchy (mind_focuses + extended mind_life with item_type/parent_id/focus_id and cross-account project sharing via share/list_shares/revoke_share), d
AI Mind Map — MCP server that reduces AI coding agent token usage by 80-99% through persistent codebase memory, knowledge graphs, and intelligent context management
Verifiable Memory-as-a-Service for AI Agents — MCP server with local SQLite or cloud mode
Shared knowledge graph, skills, and tool discovery for AI agents through the Model Context Protocol.
Self-hosted email API with MCP and REST support for Gmail, Outlook, and IMAP/SMTP
Cirdan — AI infrastructure cartographer & MCP server. Zero-Python standalone binary, runnable via npx.
MCP server for Microsoft 365 via the Microsoft Graph API. Read/write access to mail, calendar, contacts, tasks, teams, planner, and more.
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
Persistent memory for AI agents — 63 MCP tools, spreading activation recall, neuroscience-inspired consolidation. Works with Claude, GPT, Gemini.