Best Alternatives to ogham-mcp
Memory & Context·★ 116·MIT
Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode
#agent-memory#ai-memory#claude#codex#llm#llm-tools#mcp#mcp-servers
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Best Alternatives to ogham-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.
★ 77.3k
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
2d ago
Details →04
context-mode
context-modeContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 12 platforms
★ 31.7k
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
2d ago
Details →02
Side-by-Side Comparison
| Field | ogham-mcp | headroom | letta | mcp-memory-service |
|---|---|---|---|---|
| Category | Memory & Context | Memory & Context | Memory & Context | Memory & Context |
| Stars | ★ 116 | ★ 77.3k | ★ 25.2k | ★ 2.0k |
| License | MIT | Apache-2.0 | Apache-2.0 | Apache-2.0 |
| Updated | 1w ago | 1d ago | 5d ago | 2d ago |
| Open Source | Yes | Yes | Yes | Yes |
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Compare ogham-mcp With Others
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FAQ
What is ogham-mcp?
Ogham MCP is a persistent, searchable shared memory system for AI coding agents that works across different clients and sessions. It stores memories as vector embeddings in PostgreSQL, enabling hybrid search combining semantic and full-text retrieval with high accuracy. Ogham supports multiple embedding providers, knowledge graph traversal, wiki compilation, and automatic memory management features like scoring, condensing, and novelty detection.
What is the best alternative to ogham-mcp?
headroom is the top-rated alternative to ogham-mcp in the Memory & Context category.
Is there a free alternative to ogham-mcp?
headroom is a free, open-source alternative.
Is ogham-mcp open source?
Yes, ogham-mcp is open source on GitHub, licensed under MIT.