cognicore-env

by cognicore-dev · Memory & Knowledge · ★ 81

cognicore-env is an MCP server by cognicore-dev. Persistent memory, reflection & safety for AI agents. Zero dependencies — no vector DB, no embedding server. BM25 + multi-hop graph retrieval. MCP server with 10 tools. It has 81 GitHub stars and ranks #404 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: cognicore-dev
GitHub stars: 81
This week: Tracking since 18 Oct 2026
Language: Python
License: MIT (open source)
Last update: 2026-10-21 (3 days ago)
Links: Source

agent-memory
ai
ai-agent
claude
cognicore
langchain
mcp
mcp-server
memory

How to install cognicore-env

Install steps differ per project, so follow the README in the cognicore-env repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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MCP servers for vector databases294

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Frequently asked questions

What is cognicore-env?

cognicore-env is an MCP server by cognicore-dev in the Memory & Knowledge category. Persistent memory, reflection & safety for AI agents. Zero dependencies — no vector DB, no embedding server. BM25 + multi-hop graph retrieval. MCP server with 10 tools. It has 81 GitHub stars and ranks #404 of 1287 in Memory & Knowledge by stars.

Is cognicore-env free and open source?

Yes. cognicore-env is published under the MIT license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to cognicore-env?

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