Memory MCP servers

Local-first shared memory for multiple AI agents that compounds with use; Markdown + git, MCP + CLI.

Durable project-memory MCP: decisions, constraints, and pipelines across Claude sessions.

Local-first durable AI memory with policy-bound recall and a typed project graph.

A project's long-term memory as plain Markdown files, with an append-only, tamper-evident log.

Local multi-client RAG server over the Model Context Protocol.

Local-first memory system for AI agents with hybrid search and graph reasoning

Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, and credits.

Local memory and context retrieval for AI agents through CueMap.

Real-time AI intelligence signals and temporal knowledge graph for agent economy

聚合55+平台热门榜单数据的AI工具，支持微博、知乎、B站、GitHub等平台。适用于LLM/RAG场景。

Local-first RAG engine with MCP server for AI agent integration.

Decision memory for AI agents: record, revisit, and resolve consequential choices.

Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.

Anti-poisoning memory for agents: provenance, conflicts, quarantine gate.

BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

A living knowledge graph to read, think against, and leave a deposit in that outlives you.

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.

Self-hosted MCP memory server: a typed knowledge graph on Postgres 16 and pgvector.

MindQL queries, hybrid search, and a thought graph - read/write memory for AI agents.

One private, local memory your AI tools share. Cross-model, on-device, never lose a session.

Tasks, comments, shared memory and handoffs for teams of people and AI agents, over MCP.

AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP discovery.

MCP server for GitHub repo health, commit summaries, issue triage, and RAG Q&A.

Persistent, Solana-aware project memory for AI coding agents. Typed entities + git-aware diffs.

Local-first memory for Claude Code, Codex and Claude Desktop, kept verbatim on your own PC.

Persistent knowledge-graph memory for AI agents, with local semantic search. No API keys.

Deterministic code analysis harness giving AI agents senses, memory and judgment for code.

Tamper-evident record of what your AI agent did, plus local-first verifiable memory.

Pay-per-call APIs settled on Kaspa L1: text tools, web reading, embeddings and semantic search, Kaspa chain data, LLM inference and RISC Zero zk proving.

Agent platform with bitemporal memory, live observability, and audit-grade traceability — for AI that needs to act at the right moment

Persistent memory for AI agents - hybrid semantic + keyword recall with autonomous consolidation

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

A label property graph on SQLite/Postgres with multi-ontology routing and a gated MCP server.

Shared debugging memory for AI coding agents

Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.

MCP server that gives your AI writing assistant a constant-size memory of a long document. Chapter 1000 costs the same tokens as chapter 10. Local-only: no account, no API key, no network.

Persistent cross-project memory for Cursor and Claude Code using local semantic search.

Local repo memory for coding agents: ranked files, context packs and a code graph for any task.

Ultra-fast persistent memory workspace with tenant isolation and cross-model continuity.

Local RAG MCP server for your own .md knowledge base: BM25 + local Ollama, offline, zero egress.

Repository knowledge graph MCP server for codebase understanding and debugging.

Durable, revision-pinned memory storage and retrieval for AI conversations.

Self-hosted AI memory ledger. You and your agents share one memory store over MCP — one SQLite file, web UI, REST, works offline.

Git-native project memory for AI assistants with enterprise-grade audit compliance

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

Scans agent code for untrusted input poisoning persistent cross-session memory

AI long-term memory MCP server with importance scoring and confidence calibration

Local-first, state-centric memory for coding agents. MCP server + CLI.