20 Engram alternatives
Engram: Persistent memory for coding agents as a single Go binary — SQLite and FTS5 behind MCP, an HTTP API, a CLI and a TUI, with no Node, Python or Docker required. 20 MCP servers do similar work, most sharing Open Source, Local-First and Agent Memory, ranked by how much they have in common with Engram.
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by okf-memory
Git-native persistent memory for coding agents — sub-300µs BM25 search over version-controlled plain text, with no embeddings, no database and no API costs.
Also: Agent Memory, Knowledge Base, Local-First, Open Source
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by Model Context Protocol
A knowledge-graph-based persistent memory system that lets an agent remember entities and relations across sessions.
Also: Agent Memory, Knowledge Base, Local-First, Open Source
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by rohitg00
Self-hosted persistent memory for coding agents: hooks capture what you do, and an MCP server lets any agent recall it across sessions and across tools.
Also: Agent Memory, Local-First, Open Source
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by Red Hat
Red Hat's zero-dependency C++23 code-context engine — ranked call graphs and blast-radius analysis, indexing a repo in under half a second with no server and no database.
Also: CLI, Local-First, Open Source
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by Graphicle
Local-first Rust MCP server that maps your repo into a code graph and project memory, then hands coding agents cited file-and-line excerpts.
Also: Agent Memory, Local-First
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by Haymon AI
A single ~7 MB binary that gives your AI assistant schema discovery, SQL queries and EXPLAIN plans for MySQL, MariaDB, PostgreSQL and SQLite, with a read-only mode.
Also: Open Source, SQLite
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by Callstack
Give a coding agent a live feedback loop on real mobile, TV and desktop apps — inspect, tap, type and capture evidence on iOS, Android and HarmonyOS over MCP or a CLI.
Also: CLI, Open Source
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by Model Context Protocol
Read, search, and manipulate Git repositories — status, diffs, logs, branches, commits, and more.
Also: CLI, Open Source
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by Karim Shoair (D4Vinci)
Lets AI agents scrape the web through Scrapling, with HTTP, browser and Cloudflare-bypassing stealth fetches and CSS-narrowed, sanitized output.
Also: CLI, Open Source
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by robotmcp
Drive real robots from an AI assistant. Bridges MCP clients to ROS 1 and ROS 2 through rosbridge — publish topics, call services, send action goals and read sensors with no change to robot code.
Also: Local-First, Open Source
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by arabold
Self-hosted documentation retrieval for coding agents — index any library's docs from the web, GitHub, npm, PyPI or local files and query them by exact version. An open-source Context7 alternative.
Also: Local-First, Open Source
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by Palash Deb
Local speech MCP server bundled with VoiceStudio — generate speech, clone a voice from reference audio, and transcribe in 646 languages, all on your own machine with no API key.
Also: Local-First, Open Source
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by O-mega Enterprise Inc.
Transcribe local audio and video files on-device from Claude, Cursor or VS Code, and search your Yap dictation history. No upload, no API key.
Also: Local-First, Open Source
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by AnkiMCP
Turns Anki into a conversational tutor: 42 tools for reviewing due cards, rating them, creating notes and decks, and managing media over AnkiConnect.
Also: Local-First, Open Source
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by Model Context Protocol
Secure local file operations for agents — read, write, search, and edit files within configurable allowed directories.
Also: Local-First, Open Source
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by mksglu
MCP server and Claude Code plugin that keeps bulky tool output out of your context window, indexes it for search, and preserves session state across compaction.
Also: SQLite
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by Turso
Turso's hosted MCP server — manage Turso Cloud databases, branch them point-in-time and run SQL from a coding agent, authorised over OAuth with no API token to paste.
Also: SQLite
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by Model Context Protocol
Query, modify, and analyse a local SQLite database file directly from an AI client.
Also: SQLite
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by markhuangai
Self-hosted agent memory server on Postgres/pgvector that tracks evidence, flags contradictions, and never silently rewrites facts.
Also: Agent Memory
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by Coveo
Coveo's managed MCP server exposing enterprise search, fetch, passage retrieval and grounded generative answering over your indexed content.
Also: Knowledge Base
