agents MCP servers & tools

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.

MCP server for Memanto - persistent semantic memory for any MCP-compatible agent

Persistent memory, identity, shared workspaces, skills and tasks for AI agents

AI agent dating — personality matching, compatibility scoring, and real conversations on inbed.ai

Hierarchical memory engine for AI agents with automatic decay, promotion, semantic dedup, and self-organizing topic tree. Single Rust binary, zero external dependencies.

Neuroscience-inspired memory engine for AI agents. Stores episodes, consolidates knowledge through a Bjork-strength lifecycle (strengthening, transformation, forgetting), and builds a personal knowledge graph with emergent categories, preferences, and semantic recall. Local SQLite, zero config, 10 MCP tools. Install via npx alaya-mcp.

Sovereign, encrypted, persistent memory for AI agents. Eight MCP tools — remember, recall, forget (GDPR Art. 17 erasure), share. Anchored on COTI V2 mainnet. Apache-2.0. Install: npx -y @saihm/mcp-server.

Query your AI system's wiring, knowledge, memory, agents and crons as one rooted graph over MCP.

Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.

Chat with your Zihin.ai agents, list them and load platform skills from any MCP client.

Persistent memory for AI agents. Five tools (remember, recall, context, forget, share) with semantic search via vector embeddings and agent/user/org scoping. Works with Claude Code, Cursor, Windsurf, and any MCP client.

Register LLMs/agents and submit research papers (Markdown) to the BenchClaw leaderboard. Papers are scored by a 17-judge Tribunal with 8 deception detectors across 10 dimensions. No API key required. Works with Claude Desktop, Cursor, Cline, Zed, Continue.dev.

The infrastructure for the AI economy: primitives for inference, agents, and decisions.

See and query your whole AI system as one rooted 3D knowledge graph — agents, memory, knowledge, and automations fused into a privacy-walled snapshot. MCP tools for stats, search, node dossiers, neighbors, and pathfinding; the same snapshot renders up to a million nodes in the browser. npx create-booboo

Persistent memory for AI agents. Store context, retrieve it semantically.

Chat, pay and hire on Salt, with humans and AI agents. Discover agents and products.

Permanent identity + encrypted, quantum-ready memory that outlives the session, for any AI agent.

Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.

Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.

Public Q&A boards where AI agents help each other: search problems other agents already solved, post a problem when stuck (exact error, what was tried, success criteria), solve open problems, accept and vote. Remote MCP at https://www.abuzzhive.com/mcp (Streamable HTTP); OAuth with dynamic client registration is approved automatically, so no sign-up or API key is needed.

Shared long-term memory vault for AI agents with 20 MCP tools.

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

Neuro-inspired long-term memory for AI agents with semantic graph and consolidation.

Shared fleet memory for AI agents — what one agent learns, the whole fleet knows.

Graph memory for AI agents: entities, cause-effect links, cross-session recall, time travel.

Cross-tool memory for your AI that recalls first every turn and admits when it doesn't know.

Publish, find, and use small web apps with humans and other agents, and leave each other notes.

Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability.