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memora

memora is an MCP server, listed under cloud & infrastructure. It reaches cloudflare, memora and openai. It needs CLOUDFLARE_API_TOKEN, MEMORA_EMBEDDING_API_KEY and OPENAI_API_KEY to authenticate. Its repository has 744 GitHub stars and is licensed under MIT; we last read it on 2026-10-25.

memora provides AI agents with persistent, collective memory, including deduplication, lineage tracking, semantic search, and a graph user interface. It requires an MCP credential.

Install

Read from memora’s own README, close to verbatim -- not written by us, and not guessed.

pip install memora-mcp
View in memora’s own README ↗

What it reaches, and what it needs

Reaches
cloudflare, memora, openai
Credential
CLOUDFLARE_API_TOKEN, MEMORA_EMBEDDING_API_KEY, OPENAI_API_KEY

Maintenance

Stars
744
State
listed
Licence
MIT
From the repository

Give your AI agents persistent, collective memory — with deduplicating absorb, supersession lineage, semantic search, and a graph UI. Speaks MCP.

View on GitHub ↗2026-10-25

What memora can do

1 tool documented in its README. An AI client calls these by name.

memory_digest
Bundles relevant memories, open TODOs/issues, related edges, and source IDs into one retrieval.

Read from the README; names are kept only if the README contains them.

memora compared with similar servers

memora compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
memora (this page)cloudflare, memora, openaiCLOUDFLARE_API_TOKEN, MEMORA_EMBEDDING_API_KEY, OPENAI_API_KEY7442026-10-24MIT
agenticmailagenticmail, cloudflare, gmail, openai, relay(2 shared)AGENTICMAIL_API_KEY, AGENTICMAIL_INBOUND_SECRET, AGENTICMAIL_MASTER_KEY, CLOUDFLARE_API_TOKEN, GMAIL_PASSWORD, GMAIL_RELAY_APP_PASSWORD, OPENAI_API_KEY, RELAY_PASSWORD2392026-10-21MIT
openai-gpt-image-mcpazure, openai(1 shared)AZURE_OPENAI_API_KEY, OPENAI_API_KEY1162025-05-31MIT
mcp-cli-hostazure, gemini, openai(1 shared)AZURE_OPENAI_API_KEY, GEMINI_API_KEY, OPENAI_API_KEY212025-11-26Apache-2.0
mcp-for-argocdargocdARGOCD_API_TOKEN, MCP_AUTH_TOKEN5962026-10-16Apache-2.0
prometheus-mcp-serverprometheusPROMETHEUS_PASSWORD5192026-10-19MIT

Ranked by services in common with memora, then by stars. Figures are from each repository when we last read it.

Common questions about memora

What does memora do?
memora provides AI agents with persistent, collective memory, including deduplication, lineage tracking, semantic search, and a graph user interface. It requires an MCP credential.
How do I install memora?
Its own README gives this command: pip install memora-mcp. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
What does memora connect to, and what does it need?
It reaches cloudflare, memora and openai. The credentials we found in its source are CLOUDFLARE_API_TOKEN, MEMORA_EMBEDDING_API_KEY and OPENAI_API_KEY.
Is memora official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 744 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-24.
What licence does memora use?
The repository declares the MIT licence.

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