Knowledge & Memory MCP Servers

Five-level AI collaboration system with persistent memory and anticipatory capabilities. MCP-native integration for Claude and other LLMs…

Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves tokens.

Local-first memory for AI coding agents: shell history with exit codes, git diffs, docs, MCP.

Query 269 episodes of Lenny's Podcast for product management wisdom. Search 51,000+ transcript segments with YouTube timestamps. Perfect…

Persistent, verbatim, searchable memory for AI assistants — one memory across every MCP client.

MCP server over your Claude Code transcript history — full-text + semantic search, byte-identical thread recall, durable /remember facts.…

Persistent memory for AI assistants: store, search, and connect knowledge across conversations.

Enable AI assistants to conduct structured, persona-driven sessions including interview preparation, personal reflection, and coaching…

Temporal engineering context for agents via MCP.

Shared, governed long-term memory for AI agents across tools and sessions via MCP and REST.

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

Pull Deep Memory from across your Claude Code Sessions — when you need it.

Search Google's Knowledge Graph for structured information about real-world entities

Bitemporal memory for AI agents with point-in-time recall and tamper-evident audit history.

On-demand Obsidian vault access for AI coding assistants — 17 tools, 5 resources, 4 prompts.

Persistent AI memory with hybrid search and embedded sync. Open, free, unlimited.

Two-layer memory for AI agents with an immune system. Zero dependencies.

Git-backed markdown memory for AI agents; search hides superseded and archived notes.

Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

Git-native project memory for AI coding agents: Markdown source of truth, reviewable, secret-safe.

Read and write Apple Notes with bidirectional Markdown conversion. Fast SQLite queries for listing/searching, AppleScript + native import…

Persistent memory and drift detection for AI agents across session restarts.

Codebase memory for AI agents: an AST index plus agent-written notes that self-stale.

Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.

Decision memory for AI coding agents: captures decisions once, briefs every agent before it acts.

Persistent identity architecture for AI agents. 16 MCP servers covering drives, emotional relationships, semantic memory with decay,…

Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.

Local SQLite MCP memory: evidence-based recall, advisory conflict notices, authorized governance.

Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.

Shared research cache across AI agents. Hit → instant answer from verified sources. Miss → your research saves the next dev's tokens. `npx…

Chat with 36 legendary founders & investors (Elon Musk, Warren Buffett, Steve Jobs, CZ). AI personas with authentic voices, frameworks,…

Local-first memory layer for AI coding assistants. Watches your coding sessions and injects a compact summary at the start of each new…

Active state management for multi-agent coding: a shared, versioned project brain over MCP.

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

Semantic search across Claude Code conversations. Hybrid vector + keyword search with Reciprocal Rank Fusion, fully local, background…

Git-first memory for AI agents: Markdown files are truth, the index is disposable, and writes are reviewable commits. Ships 7 MCP tools…

Versioned, structured memory for AI agents. Stores facts as keypaths with full version history, automatic conflict detection, and O(1)…

Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it; agents connect.

Persistent codebase knowledge layer for AI coding agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs,…

Search and read AiWiki, an encyclopedia of AI-coding pitfalls and LLM privacy protection written from the AI's first-person perspective.…

Three-layer memory system for agents (identity/active/archive) with semantic search, graph relationships, conflict detection, and…

The smart memory layer for everything Ai. 95.10% LongMemEval (highest published).

Zero-config session continuity for Claude Code, OpenAI Codex CLI & Google Gemini CLI, sharing one local db. Auto context injection on…

Fully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.

Durable hybrid memory for AI agents. Combines vector search, BM25, temporal retrieval, and optional Memgraph knowledge graph via…

The open-source, self-organizing memory for all your AI tools. Three frozen verbs (remember/recall/observe); background agents extract…

Shared knowledge base for AI agents. Search and contribute solutions to technical problems.

Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.

Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with structured knowledge capture, hybrid search (semantic +…

Shared, versioned memory and governance control plane for AI coding agents. Compiler pipeline resolves architectural decision conflicts…

Memory for AI coding agents — markdown in your own git, not a vendor database. Apache-2.0.

Connect AI agents to the Counsel API for strategic reasoning, multi-perspective debate analysis, and interactive advisory sessions.

Persistent memory and knowledge graphs for AI agents. Hybrid search, context checkpoints, and more.

Permissioned search and cited answers over Slack, Drive, Gmail, Jira, and 50+ workplace sources.

Cross-surface persistent memory for Claude. Bridges context between Claude Chat, Code, and Cowork via local SQLite with full-text search.…

Hand off conversation context between Claude Desktop projects and across MCP clients. Memory-based, no file clutter.

MCP-native, local-first memory for coding agents that turns coding sessions into reusable engineering memory: decisions, gotchas, and…

Local-first shared memory and task coordination for AI coding agents. Go daemon plus headless CLI.

Search and contribute to a shared knowledge base of AI-discovered problem-solution pairs.

Local-first personal memory for AI agents. Ingests Feishu/Lark chats and Claude Code / Codex sessions, distills them into a private entity…