codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Lightweight servers for exploring and querying local SQLite files — handy for prototyping, analytics on exported data and app debugging. We compared 19 SQLite MCP servers — 17 updated in the last 90 days, 6 with one-click install — ranked by relevance and GitHub stars.
Top 12 by relevance. Status: maintained = commit in the last 90 days.
| Server | Stars | Status | Updated | Install | API key |
|---|---|---|---|---|---|
| codebase-memory-mcpDeusData | ★ 46.5k | Maintained | today | One-click | Likely |
| dbxt8y2 | ★ 26.4k | Maintained | today | One-click | Likely |
| engramGentleman-Programming | ★ 7.2k | Maintained | today | Command | Likely |
| tabularisTabularisDB | ★ 5.2k | Maintained | today | Command | Likely |
| dbhubbytebase | ★ 3.6k | Maintained | today | One-click | Not mentioned |
| edgeevertianma-if | ★ 2.2k | Maintained | today | See README | Not mentioned |
| nocturne_memoryDataojitori | ★ 1.4k | Maintained | 21 days ago | Command | Likely |
| mcp-sequential-thinkingarben-adm | ★ 955 | Maintained | 18 days ago | One-click | Not mentioned |
| open-agent-connectorAnil-matcha | ★ 839 | Maintained | today | Command | Likely |
| memoraagentic-box | ★ 737 | Maintained | 15 days ago | Command | Likely |
| MegaMemory0xK3vin | ★ 722 | Aging | 5 months ago | Command | Likely |
| enfernolevel09 | ★ 568 | Maintained | yesterday | See README | Not mentioned |
Showing all 19 servers
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
25 MB lightweight cross-platform database client for 100+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具,支持 MySQL、PostgreSQL、SQLite、Redis、MongoDB、达梦等 100+ 数据库,提供桌面端、Docker、CLI、内置 AI 助手和 MCP。
Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.
Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB, ClickHouse and Redis. Built-in MCP server for Claude, Cursor and Devin, SQL notebooks and visual EXPLAIN.
Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
Open-source, AI-native knowledge base & Evernote alternative with native MCP. Zero-cost on Cloudflare or Docker.
A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.
Local MCP work notes with persistent sessions, decisions, evidence and resumable tasks.
Open-source, self-hosted alternative to Composio, Nango, Merge.dev, and Arcade.dev for AI agent integrations. Run GitHub, Slack, Hacker News, and custom HTTP actions over MCP or REST.
Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Lean Flask framework built for coding agents: Vue 3 + Vuetify with no build step, production-ready auth (2FA, passkeys, OAuth), AGENTS.md, an agent skill and a read-only MCP server. No webpack, no node_modules, just Python.
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.
Self-hosted project management • Customizable boards • Cross-project workload and flow analytics • Calendar/Agenda • Sticky-note wall • Imports/Backups • Email notifications • MCP/Agent automation
Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlServer and Posgresql Databases
Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.
Turn your Claude Code session history into a searchable local knowledge base — 13 MCP tools, pure stdlib, nothing leaves your machine
Try a broader search term or clear the filters.
Based on GitHub stars and recent activity, codebase-memory-mcp by DeusData (★ 46.5k, updated today) is the most popular actively maintained option on HookMCP, followed by dbx and engram. The right choice depends on whether you need write access, a hosted (remote) endpoint, or a server that runs locally without an API key.
Open the server's page on HookMCP, choose your client tab (Claude Desktop, Cursor, VS Code or Claude Code) and copy the config — 6 of the 19 servers here have one-click install links for Cursor and VS Code. Restart your AI app and the new tools appear automatically.
13 of 19 servers here mention API keys or tokens in their README; 6 don't mention any. Check each listing's Details panel, and pass keys as environment variables rather than pasting them into chat.
Or browse by category: Developer Tools, Agents & Orchestration, Productivity & Comms, Memory & Knowledge.