It addresses the problem of giving an AI scattered or poorly structured context. The description does not provide more specific capabilities.

cognee — MCP server by vincentspereira/RNR-Enhanced-Cognee

cognee

cognee is an MCP server for Claude Code, Codex, Cursor, Gemini CLI, OpenCode from vincentspereira/RNR-Enhanced-Cognee. Its token cost is not measured, scanned A, original, Apache-2.0.

A local Python library that adds a semantic layer to the context given to large language models. In plain terms, it helps organise information so an AI model can understand and reason about it more effectively.

In plain words

What is it for?: Use it in Python projects that need to enrich the information supplied to a language model before it processes a task.
Why use it?: It addresses the problem of giving an AI scattered or poorly structured context. The description does not provide more specific capabilities.

Written for no agent in particular: it speaks MCP, so any client can run it.

Good fit Use it in Python projects that need to enrich the information supplied to a language model before it processes a task.

Compare 6 mcp servers from other repositories ↓

Install with agentmods

npx agentmods add mcp/vincentspereira/rnr-enhanced-cognee/cognee

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo

git clone --depth 1 https://github.com/vincentspereira/RNR-Enhanced-Cognee

Made for: Claude Code, Codex, Cursor, Gemini CLI, OpenCode.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/vincentspereira/rnr-enhanced-cognee/cognee/github.svg)](https://agentmods.dev/mcp/vincentspereira/rnr-enhanced-cognee/cognee)

Your own site

<a href="https://agentmods.dev/mcp/vincentspereira/rnr-enhanced-cognee/cognee"><img src="https://agentmods.dev/badge/mcp/vincentspereira/rnr-enhanced-cognee/cognee/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/vincentspereira/rnr-enhanced-cognee/cognee"><img src="https://agentmods.dev/badge/mcp/vincentspereira/rnr-enhanced-cognee/cognee.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

cognee scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

listed in the official MCP registry · 8 lines

What it actually says

{ "cognee": { "command": "uvx", "args": [ "cognee" ] } }

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 8 lines scan A 6a6151208fa8

Subscribe to this mod's changes

cognee is an MCP server published in the GitHub repository vincentspereira/RNR-Enhanced-Cognee (1 stars, last pushed yesterday), licensed Apache-2.0. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Data and AI Memory and context

cognee next to 6 mcp servers from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
cogneevincentspereira/RNR-Enhanced-Cognee	MCP server	1	yesterday	Apache-2.0	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
prism-mcpdcostenco/prism-coder	MCP server	156	yesterday	Apache-2.0	A	—	Claude Code
rag-ratcq27-dev/rag-rat	MCP server	26	28d ago	MIT	A	—	Claude Code
inspeximusDanceNitra/inspeximus	MCP server	8	8d ago	MIT	A	—	Claude Code
context-enginemelonelish/context-engine	MCP server	322	3mo ago	MIT	A	—	Claude Code, Codex, Cursor, Gemini CLI, OpenCode
vector-memoryaeriondyseti/vector-memory-mcp	MCP server	5	12d ago	MIT	A	—	Claude Code
token-saviorsepehrbayat/SEPCC	MCP server	43	2mo ago	MIT	A	—	Claude Code