Best Alternatives to engram-mcp
Memory & Context·★ 18·Apache-2.0
MCP server in Rust for AI agent persistent memory: branch-aware session handoffs, local ONNX embeddings, SQLite-backed semantic search.
#Git-aware Memory#Coding Agent Tools#Context Management#Semantic Search#Local-first Storage#MCP Protocol#Rust#LLM Memory
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Best Alternatives to engram-mcp
ToolDescriptionStarsLicenseUpdated
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headroom
headroomCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. Around 20% fewer tokens for coding agents and 60-95% fewer for JSON, with the same answers. Library, proxy, and MCP server.
★ 77.5k
Apache-2.0
1d ago
Details →02
letta
lettaLetta is the platform for building stateful agents: open AI with advanced memory that can learn and self-improve over time.
★ 25.2k
Apache-2.0
5d ago
Details →03
mcp-memory-service
mcp-memory-serviceStop re-explaining your project to AI every session. Automatic context memory for Claude, VS Code, Cursor, and 13+ AI tools.
★ 2.0k
Apache-2.0
1d ago
Details →04
context-mode
context-modeContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
★ 31.8k
Elastic License 2.0
1d ago
Details →05
Acontext
AcontextData platform for context engineering. Context data platform that stores, observes and learns. Join the community❤️: https://discord.acontext.io
★ 3.7k
Apache-2.0
3mo ago
Details →06
memory-bank-mcp
memory-bank-mcpA Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.
★ 921
MIT
1y ago
Details →07
hera
heraHera makes Python code easy to orchestrate on Argo Workflows through native Python integrations. It lets you construct and submit your Workflows entirely in Python. ⭐️ Remember to star!
★ 946
Apache-2.0
3w ago
Details →08
MaiBot
MaiBotMaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.
★ 6.4k
GPL-3.0
1d ago
Details →02
Side-by-Side Comparison
| Field | engram-mcp | headroom | letta | mcp-memory-service |
|---|---|---|---|---|
| Category | Memory & Context | Memory & Context | Memory & Context | Memory & Context |
| Stars | ★ 18 | ★ 77.5k | ★ 25.2k | ★ 2.0k |
| License | Apache-2.0 | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Updated | 5d ago | 1d ago | 5d ago | 1d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare engram-mcp With Others
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FAQ
What is engram-mcp?
Engram is an MCP server that provides persistent, Git-aware session memory for coding agents, allowing structured handoffs between sessions and branches. It helps agents retain context, decisions, and tasks, backed by local SQLite and ONNX embeddings without cloud dependencies.
What is the best alternative to engram-mcp?
headroom is the top-rated alternative to engram-mcp in the Memory & Context category.
Is there a free alternative to engram-mcp?
headroom is a free, open-source alternative.
Is engram-mcp open source?
Yes, engram-mcp is open source on GitHub, licensed under Apache-2.0.