Memory MCP servers

MCP server for the OpenAI ChatGPT API — chat, vision, and embeddings

Connect MCP-capable AI agents to local Granoflow tasks, reviews, cards, imports, and work memory.

Persistent memory for AI agents. Infinite context with sub-millisecond recall.

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

Search indexed code, trace dependencies, assess change impact, and recall repository memory.

Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

MCP server for the xAI Grok API — chat, vision, search, and embeddings

Heartwood Memory — governed AI agent memory; signed provenance. BUSL-1.1; not OSI open source.

TPermanent memory layer for AI agents. Mint moments to the Polygon blockchain via MCP.

Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.

Collective intelligence, memory storage, and knowledge marketplace

AI Agent with Architectural Memory. Impact analysis (free), tests and code from the graph (pro).

Strategic memory agents can build, score and keep current: a living X-Matrix with review cadences.

Local-first AI memory MCP server. Record, recall and consolidate memory on your own machine.

Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.

Investment discipline MCP server with RAG, behavior detection, journaling, and market data.

Local-first agent memory that preserves what happened, when and why

Free MCP: relationship_memory validate, store (local), retrieve — portable interlocutor cards v1.

Team-aware memory: intent, decisions, real-time conflicts for AI coding assistants.

Shared memory for client engagements: decisions with reasons, blockers, promises, what was tried.

Continuity for agents: a live memory you can read and cite right now, outliving the context window.

Local-first personal knowledge and learning memory for AI tutors with evidence-gated mastery.

Verification and memory layer for coding-agent workflows.

Memory for AI agents that knows what is still true. Typed bi-temporal facts, EU-hosted.

Your AI's work, reviewed by your team, remembered - shared artifacts with review, plus team memory.

Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai/claim.html

Episodic memory, Frames, Policy Neighborhoods, and policy enforcement for AI agents.

Local-first persistent memory for coding agents and MCP clients.

MCP server for LINDAS — the Swiss administration's linked-data SPARQL knowledge graph (cube.link)

Local, privacy-focused RAG service for code search via MCP. https://linggen.dev

Project memory for AI agents: read and keep the user's Listspace boards up to date.

Invoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.

Hierarchical markdown memory palace for AI agents — structured palace navigation via MCP tools.

Durable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.

Connect agents to Lycatra knowledge, memory, collaboration, schedules, notifications, and teams.

Durable causal memory for AI agents — semantic recall, causal lineage, and skills. Local-first.

Pay-per-request GPT chat, embeddings, agents and prepaid keys with local x402 USDC signing

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

Hosted MCP memory for coding agents: persistent across sessions, editable markdown, team sharing.

Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.

Shared, governed memory for fleets of AI agents: judged contributions, provenance, operator control

Structured session journals for AI agents. Persistent memory across sessions.

Personal AI memory layer on your own computer. Read/write durable memory across MCP clients.

SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

Local, explainable knowledge base for AI agents: hybrid search with provenance over SQLite.

MCP server for LanceDB-backed long-term memory with hybrid retrieval (Vector + BM25), cross-encoder rerank, multi-scope isolation, and memory lifecycle management

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

Corrections that outlive the session. A guard blocks the edit that writes the old value back.