local-first MCP servers & tools

Local-first workflow memory for AI agents. screenpipe lets MCP clients search selected screen, audio, app, and meeting context and turn real work into cited notes, SOPs, workflow reports, and automation candidates.

Local-first persistent project memory for AI coding agents across MCP clients and sessions.

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

Correction-first agent memory. Precision KPI tracks if agents heed warnings. 5 layers, local-only.

Local-first document management and semantic search for AI coding agents

Local-first search engine and MCP server for AI agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory and RAG. Elasticsearch-compatible API; Corpus Hub serves hundreds of reference memory corpora.

Persistent memory for AI agents, governed by the human and stored on their own machine.

Local-first persistent memory for AI coding agents.

Persistent, self-evolving memory plugin for Claude Code. Background miner extracts durable lessons (decisions, conventions, bug fixes) from completed sessions via Claude Haiku, stores them as human-readable markdown in an Obsidian vault, and assembles query-tailored context briefings at session start. Local-first, no cloud, no API keys. Self-healing install via uv bootstrap shim, /cortex-doctor preflight, graceful FTS-only degraded mode when claude CLI missing. MIT.

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

Self-improving learning engine for Claude Code. Extracts signals from every session (corrections, successes, confusion), runs periodic reflections, and evolves behavioral frameworks through evidence tiers (hypothesis → observed → validated). Frameworks that keep working get promoted, bad ones get retired. 9 MCP tools, automatic hooks, phase-adaptive learning. Single dependency, local-only. npx claude-soul init --starter

Local-first, LLM-agnostic memory layer for AI assistants.

Persistent memory for AI agents — 98%+ retrieval recall, 99% token savings, 44 tools

Persistent knowledge graph MCP server for neurodivergent thinking. BM25 search, no cloud LLM.

Private context layer for AI agents: web, docs, code search, dep graph, memory, planning.

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

Local memory for AI agents. One SQLite file on your machine — no cloud, no account.

Local-first memory and judgment layer for AI coding agents. Captures issues, failed attempts, fixes, and decisions in readable Markdown + JSONL, re-injects them into future sessions, and warns at git commit before you repeat a mistake. 14 tools, works with Claude, Cursor, Antigravity, and Codex.

Read and write your local Zotero 10 library. No plugin, no zotero.org API key, no cloud.

Local-first MCP server for versioning, searching, evaluating, and improving AI prompts.

Persistent memory MCP server for AI coding agents (Claude Code, Codex, Gemini CLI). Hybrid retrieval (vector + BM25), cross-encoder reranking, knowledge graph with PPR traversal, session checkpoint/resume, and multi-scope isolation. Local-first with LanceDB + SQLite, zero external dependencies.

Local-first, cross-harness memory for AI coding agents.

Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.

Open, local-first engram memory for AI agents: read, correct, delete; shared over MCP.

Local-first memory and session continuity for AI coding agents over MCP. No cloud, no telemetry.

MCP server for Obsidian vaults - AI tools with consistent canonical context. Local-first.

Persistent memory for AI agents with Ebbinghaus forgetting-curve decay, hybrid BM25+vector retrieval, and entity graph for multi-hop reasoning. Memories auto-prune by importance and recall rate. Built-in browser dashboard, multi-agent support, and yourmemory ask for zero-API-call local queries. pip install yourmemory

Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.

Local-first AI context and memory server for cross-tool coding continuity.

Local-first MCP server: Claude searches, asks & drafts from your Obsidian vault. 21 tools, no keys.

An AI agent's own long-term memory, on your machine. Needs a one-time: npx anairyspirit setup

Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.

Persistent memory for AI coding agents with semantic search, auto-capture, cross-session learning, and intelligent forgetting. 28 MCP tools, local-first.

Local-first memory & context-handoff across AI tools — capture context in one tool, resume it in another, with graceful decay, a persona layer, and a portable memory passport.

Persistent memory for AI coding agents. #1 on LongMemEval. 26 MCP tools. Local-first.

Personal knowledge wiki as MCP tools — search, context, graph traversal.

Persistent user identity across AI tools. Stores preferences, lessons, and decisions as local JSON; 13 core MCP tools share them with Claude Code, Cursor, Codex, and any MCP client. Knowledge governance (staging→verified), AES-256-GCM encryption, cross-tool sync. pip install piia-engram

Cross-session memory for AI coding agents via six tools; local-first SQLite store.

Your AI agents' home directory — privacy-first MCP server for portable AI identity. Configure once, use everywhere. It supports profile management, skills, resume import, and team sync.

Cognitive memory for coding agents: hybrid recall, remember/forget, knowledge graph, nightly dreams.