context-mode
Free, local plugin that keeps tool output out of your coding agent's context window. Sandbox and SQLite FTS5 search, 99% fewer bytes in…
gentleman-programming/engram
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.
DBHub
Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite
Mindwtr
Task automation via SQLite, desktop Local API, or Mindwtr Cloud; read-only by default.
mcp_agent_mail
Deprecated: superseded by mcp_agent_mail_rust, the maintained Rust rewrite. Original Python FastMCP coordination layer for AI coding…
anyquery
Query apps with SQL from a single local-first binary; also connects to PostgreSQL, MySQL and SQLite-compatible databases.
Agent Swarm
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
Sequential Thinking Working Notes
Local working notes, decisions, evidence and resumable sessions with SQLite persistence.
iai-personal-memory-engine
Local memory daemon with episodic, semantic and procedural tiers, SQLite and hnswlib storage, sleep-cycle consolidation and AES-256-GCM…
mcp-alchemy
Access PostgreSQL, MySQL, MariaDB, SQLite, Oracle, SQL Server and more via SQLAlchemy, with schema and relationship inspection and large…
executeautomation/mcp-database-server
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
engrim
Cross-model, local-first episodic memory engine for Claude Code, Cursor, Codex, and Antigravity. SQLite FTS5 (BM25) + 8MB static model2vec…
ArcRift
Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser…
mcp_agent_mail_rust
Rust MCP server for multi-agent coordination: 45 tools and 25 resources, Git-backed archive, SQLite indexing, advisory file locks, a…
fellowgeek/mcp-memory
An OKF-backed Model Context Protocol (MCP) server delivering persistent long-term memory and SQLite FTS5 search for AI agents.
Mneme Memory
Cross-session memory for AI coding agents via six tools; local-first SQLite store.
knowledge-base-server
Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline.
In-Memoria
Cumulative memory and pattern learning for coding assistants, with local SQLite/SurrealDB storage for semantic codebase analysis.
Faucet
SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.
Mnemosyne
Evidence-tracked local memory MCP server: one SQLite file; corrections retire dependent memories.
memory-eternal
Your AI forgets every session. Give it a memory you can audit: local-first, review-gated agent memory — one SQLite vault for DSH, Claude…
jparkerweb/mcp-sqlite
Interact with SQLite databases.
sqlite-explorer-fastmcp-mcp-server
Safe, read-only access to explore and query SQLite databases, with query validation.
DBchat
A powerful MCP server that lets you have natural language conversations with your database. Ask it to do complex analysis, generate…
legion-mcp
Multi-database access for PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, SQL Server, BigQuery, Oracle and SQLite.
anvil.el
An MCP server written in Elisp — a token-efficient workbench for AI agents. Drives files, org-mode, Elisp & SQLite from any MCP client…
proton-mail-bridge-client
Local-first Proton Mail MCP server and CLI via Proton Mail Bridge: search, read, draft, send, triage threads, answer calendar invitations,…
Lific
Local-first, lightweight issue tracker. Single binary, SQLite-backed, MCP-native.
cc-agent-brain
Local-first memory engine for coding agents (Claude Code/Cursor/Codex): SQLite+FTS5 retrieval, versioned bi-temporal memories,…
krusch-context-mcp
Long-term memory for AI coding agents — remembers project rules across sessions at $0 AI cost (MCP server, SQLite/PostgreSQL). 90.26% on…
mnemiq
Natural-language questions over Postgres, Oracle, Snowflake, Databricks, DuckDB and SQLite; generated SQL is validated deterministically…
brainctl
A cognitive memory system for AI agents. Single SQLite file. MCP server included.
SynaBun
Persistent memory MCP server for Claude Code, Codex and OpenCode, stored locally in SQLite
soul
Soul: The Persistent Memory Layer for Multi-Agent Systems. High-performance session orchestration with SQLite-based KV-Cache for MCP. Give…
Mi Fitness Data Bridge
Local-first bridge: export your own Mi Fitness (Xiaomi) health data to SQLite/JSON/CSV and MCP.
OmniMem
Self-hosted semantic memory for AI agents, served over MCP. Persistent sessions, experience scoring, a graveyard for dead ends and skills…
toktoken
TokToken is a fast, single-binary C codebase indexer for AI coding agents. Powered by universal-ctags and SQLite FTS5, it provides precise…
srclight
Code indexing with SQLite FTS5, tree-sitter and embeddings for symbol search, call graphs, git intelligence and hybrid semantic search.
tikoci/rosetta
MCP Server with RouterOS docs + commands + products + changelogs, using SQLite-as-RAG, sourced from MikroTik
rekal
Long-term memory for LLMs. MCP server backed by hybrid search in a single SQLite file.
sharedcontext
MCP server that gives AI coding assistants persistent cross-client memory. Facts and conversations stored in SQLite, encrypted with…
perfectxm/mcp-db-server
🔥 让 AI 直接操刀你的数据库!无状态 MCP 数据库服务,支持 MySQL / PostgreSQL / SQLite / SQL Server / Oracle / H2,连接参数即传即用,零持久化零配置。
gadak
Ask a local SQLite mirror of your Jira and Confluence: SQL, full-text search, issue detail.
boxlite-mcp
Powered by BoxLite - embeddable sandbox with hardware-level isolation and no daemon. The SQLite of sandbox, coming soon as open source.
lean-memory
Embedded, local-first agent memory: one SQLite file per namespace, no server, no cloud.
the-librarian
Skill librarian MCP server — every installed skill costs tokens; the librarian keeps your whole collection out of agent context. Agents…
saga-mcp
Jira-like project tracker for AI agents with SQLite, full task hierarchy, and dashboard
neotoma
Deterministic state layer for agents: versioned entities like contacts, tasks and decisions with immutable observations and provenance, in…
continuity-v2
Long-term memory for Claude Code. Indexes every session as SQLite+FTS5, exposes recall via MCP, and ships PreCompact/PostCompact hooks so…
agy-memory-engine
Lightweight SQLite FTS5 dynamic memory layer & MCP server for Google Antigravity (AGY)
dbmcp
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite with PII redaction and write-prevention
remem
Local-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.
Gnosis MCP
Zero-config MCP server for searchable documentation. SQLite or PostgreSQL.
ZenBrain Memory
Agent memory: working, episodic, semantic, procedural and core layers. Local SQLite, no account.
panasenco/mcp-sqlite
MCP server for SQLite files. Supports Datasette-compatible metadata!
RTFM
Local retrieval for AI agents: index code, docs, PDFs, data in SQLite; 24 parsers, served via MCP.
memo
Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.
LLMSlim memory
Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.
hmem — Humanlike Memory for AI Agents
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.
SAME - Stateless Agent Memory Engine
Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.