知识记忆 MCP 服务器
知识记忆 主题 — 367 个 MCP 服务器,按 GitHub star 数排序。
MemoryGuard
Local-first governed MCP memory backend for coding agents.
saihm-mcp
MCP standards client for your own custodial SAIHM operator. Free start: @saihm/mcp-server-pro
LINZA
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised knowledge growth.
subdownload-mcp
YouTube knowledge base: summarize videos, fetch transcripts (even without captions), search channels and playlists, and save results for…
Biel.ai
Query your product docs from AI tools. Source-cited answers from your indexed documentation.
memkeeper
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLite file.
tilde
Your AI agents' home directory — privacy-first MCP server for portable AI identity.
OpenReflex
Optional diagnostics MCP server for OpenReflex's ambient project muscle memory.
pr-genius
Pull request contribution advisor based on case studies from real repos: merge probability analysis, pattern matching and contribution…
chamber
Checks a claim's numbers, names and file names against your indexed notes. Local; no model.
aidesignblueprint/integrations
Read-only access to the Agentic AI Blueprint, a reference for agent UX: browse and search principles, implementation examples and…
central-intelligence
Persistent memory for AI agents. Store, recall, and share knowledge across sessions.
nocturnusai
Agent reasoning, memory, and token-optimized context for AI applications.
memocall
Recall past Claude Code conversations from any project as clean, compact Markdown.
personal-understanding
Verbatim-first personal memory: hashed word-for-word messages, records linked to their source quotes, anti-fabrication validators and an…
evc-team-relay-mcp
MCP server for AI agent read/write access to Obsidian vaults via EVC Team Relay.
geond-agent-protocol
Local-first shared memory and coordination for coding agents on PostgreSQL/pgvector: repository evidence, reservations, handoffs and code…
Facthouse
Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.
memxus-remote-mcp
Persistent memory layer that saves and recalls your project context and preferences.
brewers-almanack
Brewing knowledge MCP — beer styles, ingredients, off-flavours, water chemistry, recipes
shadowgraph
Local-first decision memory for AI agents: stores choices, rejected alternatives and reasons, failed attempts, outcomes, provenance and…
Central-Memory-MCP
Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.
Wiki.js
Search, read and edit Wiki.js pages, and manage its assets, users, groups and comments
mneme Record
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is ground truth.
server-noonien
Shared, serverless, conflict-free knowledge-graph memory for AI agents
sovereign-mcp
Engineering log of self-hosted AI on NVIDIA DGX Spark (GB10/SM121A). 60+ articles indexed.
cosmos-mcp
Personal knowledge graph every MCP client reads from and writes to. Portable across agents.
A2CR
Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.
agentcivics
Decentralized civil registry for AI agents on Sui: soulbound identities, on-chain memories, reputation and refusal records.
Agent Module
Deterministic compliance and vertical knowledge bases for autonomous agents. Free 24hr trial.
contextforge-mcp
Persistent memory MCP server for Claude Code, Cursor, and GitHub Copilot.
AgenticSystemCore
Read, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio.
soul-mcp-server
MCP server for validating and generating SOUL.md agent identity files from Claude Desktop.
agentready-mcp
Query any docs site via MCP. Submit a URL, ask questions, get cited answers.
bitatlas
Zero-knowledge encrypted storage for humans and AI agents. Client-side AES-256-GCM, EU-hosted.
cachly — memory for coding agents
Memory for coding agents: stores every fix and finds it again when the problem returns. EU-hosted.
ossian-mcp
Ask your own documents with citations, plus durable memory for agents. Safe by default.
NebulaMind
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.
agenthold
Shared versioned state for multi-agent AI workflows
LoreRoom
Encrypted local memory for Claude Code Telegram bots: captures both sides of conversations, with SQLCipher encryption and CJK-friendly…
filippopilo/cortex-connector
Patent-pending semantic memory for AI agents: quality-gated writes, conflict tracking. Free trial.
algora-mcp-server
Browse and search open-source bounties on Algora, filter by org, tech or amount, and get top bounties and aggregate stats.
Agentic-KB
Persistent engineering knowledge base with source-backed wiki, agent-runtime and repository-context tools, contradiction and staleness…
memento-mcp
Local-first memory for coding agents: stores facts, decisions, patterns and architecture notes in SQLite to reduce repeated context across…
agentmemory-codex-windows
Windows AgentMemory downstream for Codex with project-scoped persistent memory, bounded cross-project recall, and an authenticated…
fish-bridge — Session Knowledge Graph
Compresses AI chat sessions into a typed knowledge graph. Local/offline via Ollama.
MemCore
Long-term memory shared by every AI coding assistant on one machine: a single local SQLite file with FTS5 search and optional multilingual…
MemHeaven — Self-hosted Remote MCP Memory for ChatGPT
Self-hosted remote MCP memory server for ChatGPT and AI agents.
PinRAG
MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
PIL
PIL: local-first knowledge base for your Instagram saved posts, with a read-only MCP server.
shipitandpray/mcp-memory
SQLite-based memory with exponential decay: memories strengthen on access and fade when unused, limiting unbounded context growth.
graph-memory
Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local…
Librarian
Deterministic ebook-to-markdown pipeline with MCP tools to browse, search, and read your books.
StremAI
StremAI MCP: shared memory for AI coding agents. Connected agents can recall. OAuth + local stdio.
farnsworth-syntek
Seven-layer recursive agent memory with context branching, holographic recall, dream consolidation and on-chain persistence.
Context-First-MCP
37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.
OpenClaw Agent Instruction Registry
Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.
Amber
Long-term memory for AI assistants: permanent, portable across clients, searchable and exportable.
Bilinc
Hosted agent memory with an audit trail: writes carry provenance, contradictions surface as inspectable changes, and bad runs are…
ayushagrawal288/memex
Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.