MCP Context Server — a FastMCP-based server providing persistent multimodal context storage for LLM agents.
High-performance knowledge graph MCP server for AI coding agents with semantic search.
Per-repo memory, outcome telemetry, and a calibrated-confidence gate for Claude Code, with MCP and AGENTS.md projections so other AI coding tools can read its context. Notes survive sessions; success
Your portable AI memory — preferences, decisions, and corrections that follow you across models, tools, and devices. Zero-dependency, local-first, 85% PrefEval accuracy.
Evidence before edits. Local repository intelligence for AI coding agents: the right files with proof, a bounded plan, and a verified diff. Measured nightly on real repositories.
GoodMem Claude Code plugin — Skills + MCP server for memory infrastructure
DSL based REST service for your Sqlite database (and not only) with LUA support, consider it as an alternative to PostgREST
The continuity layer for everything you do with AI. A self-hosted, open source server any tool plugs into over MCP or REST: hybrid vector + lexical recall, an auto-built knowledge graph, sleep-style c
Provide persistent memory capabilities through Neo4j graph database integration.
Safe write access for AI agents. An append-only business fact store with an MCP server: every change is kept, attributed to the agent that made it, and can be undone.
Decision memory for AI coding agents. A local-first Go binary and MCP server: records decisions with evidence, scope, provenance and expiry, packs the relevant ones into each agent session within a to
Local-first MCP memory layer for AI coding assistants; persistent cross-session memory, stored entirely on your machine
Shared local memory and skills for Claude Code, Codex, pi, and Ainz. macOS desktop app; Linux terminal dashboard, CLI, and MCP server.
High-performance MCP server for AI coding agents: persistent knowledge graph, blast radius analysis, semantic search. Built in Rust.
MCP server for Alibaba Cloud DashScope: Qwen chat, embeddings and model discovery with your own API key.
Bayesian memory that learns from feedback for LLM agents
Persistent memory MCP server for AI agents (MCP + REST)
Automated, self-organizing memory system for Claude Code. MCP server + UserPromptSubmit hook + AI-powered organization.
Tracking my journey into AI engineering, one module at a time. Fundamentals to agents, with hands-on projects. Open to all.
Persistent memory MCP for AI agents — SQLite, knowledge graph, 13-tool Python MCP + 17-tool BrainBar surface with ToolAnnotations
Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols
Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLite knowledge graph and runs drift audits — stale policies, conflicting research claims, superseded docs, undocu
Local hybrid-search (BM25 + vector + reranking) MCP server — ask questions of any local codebase or document folder, fully offline
Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ available). 88.2% LoCoMo. Works with Claude, Cursor, Windsurf.
ShadeNet: anonymous Tor egress for AI agents, zk-proof gated. A local HTTPS proxy and MCP server for the agent; Shade Tree nodes provide the egress. Research preview on Sepolia.
A memory graph designed for the agent that uses it, not the human who feeds it. Engrama reconstructs context from associations on demand, replacing the "stuff everything into the prompt" reflex with t
Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.
Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.
Experience memory for LLM agents that act, built up one measured step at a time: no memory, examples, random bank, retrieval by state. Controls and per-task gain/loss after every rung. ALFWorld first.
A tiny, universal memory engine for humans and AI agents — CLI, HTTP API, MCP server, and shared memory hub in one small Go binary
Hosted ambient memory for AI agents. Retrieve context and save notes via MCP tools with OAuth.
The original Emercoin agent gateway — kept for its history and the node/wallet images. No longer deployed; development continues at steledger/steledger-gateway (service: api.steledger.com).
Persistent code intelligence for MCP with native graph, vector, full-text, and cross-repository search.
Local memory for AI agents: plain JSON on your disk, corrections, stale warnings, a browser view.
CrateDB MCP Server for natural-language Text-to-SQL and documentation retrieval.
MCP Knowledge Graph Persistent Memory server written in Rust
ディレクトリ全体
RAG、グラフ、エージェントの長期メモリ。 2,619 件のサーバーを利用の多い順に掲載しています。それぞれ公開元のページが開きます。
