知识记忆 MCP 服务器

SSE-enabled MCP server for remote Obsidian vault management with 29 tools for notes, directories, frontmatter, tags, search, and link…

Local workspace memory for Claude Desktop. Indexes your documents (Markdown, CSV, session logs) into a vector store with hybrid search,…

Repo-native task continuity for AI coding agents: a reviewed task-state ledger served over MCP.

Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.

Persistent memory and session intelligence for Claude Code. Auto-tracks mistakes, decisions, and context via hooks. Mines session history…

Reversibly compress tool outputs to recoverable handles; expand to exact original bytes on demand.

An MCP server that enables cross-LLM communication and memory sharing, allowing different AI models to collaborate and share context…

Memory the human governs, on their own machine, plus what other coding agents here wrote.

Local memory engine for AI agents with knowledge graphs, forgetting, and semantic recall

Local-first Obsidian vault MCP server for Codex, Claude Desktop, and other MCP clients. Works directly with markdown files, no Obsidian…

Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder…

MCP server that gives AI coding agents on-demand access to private project docs via BM25 ranked search. One setup for Claude Code, Cursor,…

Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.

Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

Security-first, self-hosted email archive with search, cited answers, and sending for AI agents.

Self-hosted MCP server for Obsidian with semantic + full-text search over PostgreSQL/pgvector, wikilink graph traversal, atomic note CRUD,…

Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.

Academic research MCP server for paper search, citation checks, graphs, and deep research.

MCP server giving AI agents persistent task memory across TickTick, Notion, GitHub, Linear & Beads

Deterministic knowledge graph MCP server. Single binary, zero LLM/embedding calls in the bridge, BLAKE3 state hashing, canonical KREX…

Local-first, source-traceable agent memory — no LLM at ingest, fully offline

Local memory for Claude Code. Semantic recall across session history with zero API calls.

Advanced cognitive reasoning MCP server with DAG-based thought graph, 5 reasoning strategies (sequential, dialectic, parallel, analogical,…

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

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…

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

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.

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

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.

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

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…

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

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…