Knowledge & Memory MCP 服务
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Shelfmark
io.github.Dankaro-projects
Local, privacy-first document catalogue for AI agents: metadata-only discovery, no cloud, no RAG.
Project Memory
io.github.Dankaro-projects
Local decisions, evidence, outcomes and reviewed lessons with bounded retrieval and an HTML viewer.
Repomemory
io.github.DanielGuru
Persistent memory for AI coding agents. Hybrid search, auto-session capture, context routing.
Cortex
io.github.DanielBlomma
Local repo context for coding assistants with semantic search and graph relationships.
Mnemo
io.github.DanceNitra
Self-correcting agent memory + MCP server: recall, supersede/revert/review corrections, erasure.
inspeximus: agent memory with provenance, GDPR erasure and a tamper-evident audit trail
io.github.DanceNitra
Self-correcting agent memory: recall, supersede, revert, forget, GDPR erasure, audit receipts.
KEPTA — Agent Memory
io.github.DamianTodorovic
Local memory for AI agents. One SQLite file on your machine — no cloud, no account.
Obsidian Semantic Search
io.github.DalecB
Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.
Dakera Mcp
io.github.Dakera-AI
Agent memory engine — 86 MCP tools, self-hosted, single Rust binary
ScalpStream
io.github.DV1-321
Pay-per-call data over x402: air quality, border waits, fuel prices, market research.
Vcp Mcp
io.github.Creed-Space
Value Context Protocol tools: VCP/I tokens, CSM1 codes, VCP-Lite, and context encoding.
Agentskb
io.github.Cranot
Researched knowledge for AI agents. Canonical answers from official sources.
Mcp Server Couchbase
io.github.Couchbase-Ecosystem
Couchbase Model Context Protocol Server to interact with Couchbase clusters
Couchbase Guru
io.github.Couchbase-Ecosystem
Search the Couchbase documentation from your MCP client via a hosted documentation agent.
Arezzo
io.github.ConvergentMethods
Deterministic Google Docs API compiler. Your agent stops silently corrupting documents.
Contextual
io.github.Contextual-Laboratories
Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.
Unreal Engine API Documentation
io.github.Codeturion
Accurate UE5 C++ API docs for AI agents. Prevents hallucinated signatures and includes.
Unity API Documentation
io.github.Codeturion
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
Ariel Memory
io.github.Cipher208
Two-layer memory MCP server for AI agents with 37 tools, RAG, graphs, wiki, auth
github-twin
io.github.ChristopherDavenport
Personal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.
Optical Context MCP
io.github.ChrBoebel
Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.
Claude Find
io.github.Cavinooo
Pull Deep Memory from across your Claude Code Sessions — when you need it.
Phloem
io.github.CanopyHQ
Local-first AI memory with causal graphs. Fully offline, zero config, your data stays local.
Web Research Mcp
io.github.CSOAI-ORG
AI-powered web research MCP server for agents. Supports web search, browse page, extract...