hindsight
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hindsight is an MCP server, listed under model apis. It reaches hindsight and openai. It needs HINDSIGHT_API_LLM_API_KEY, HINDSIGHT_DB_PASSWORD and OPENAI_API_KEY to authenticate. Its repository has 53,293 GitHub stars and is licensed under MIT; we last read it on 2026-10-24.
Hindsight: Agent Memory That Learns
Install
Read from hindsight’s own README, close to verbatim -- not written by us, and not guessed.
docker run -it --pull always --name hindsight --restart unless-stopped -p 8888:8888 -p 9999:9999 -e HINDSIGHT_API_LLM_API_KEY=$OPENAI_API_KEY -v hindsight-data:/home/hindsight/.pg0 ghcr.io/vectorize-io/hindsight:latest
What it reaches, and what it needs
Reaches
hindsight, openai
Credential
HINDSIGHT_API_LLM_API_KEY, HINDSIGHT_DB_PASSWORD, OPENAI_API_KEY
Maintenance
Stars
53293
State
listed
Licence
MIT
hindsight compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| hindsight (this page) | hindsight, openai | HINDSIGHT_API_LLM_API_KEY, HINDSIGHT_DB_PASSWORD, OPENAI_API_KEY | 53,293 | 2026-10-23 | MIT |
| paperbanana | atlascloud, google, openai(1 shared) | ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY | 2,412 | 2026-09-17 | MIT |
| ms-365-mcp-server | ms365, openai(1 shared) | MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY | 1,068 | 2026-10-23 | MIT |
| just-prompt | anthropic, deepseek, gemini, groq, openai(1 shared) | ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY | 739 | 2025-08-10 | — |
| flama | anthropic, openai(1 shared) | None listed | 304 | 2026-10-13 | Apache-2.0 |
| mcp-ragdocs | openai, qdrant(1 shared) | OPENAI_API_KEY, QDRANT_API_KEY | 265 | 2025-07-18 | MIT |
Ranked by services in common with hindsight, then by stars. Figures are from each repository when we last read it.
Common questions about hindsight
- What does hindsight do?
- Hindsight: Agent Memory That Learns
- How do I install hindsight?
- Its own README gives this command: docker run -it --pull always --name hindsight --restart unless-stopped -p 8888:8888 -p 9999:9999 -e HINDSIGHT_API_LLM_API_KEY=$OPENAI_API_KEY -v hindsight-data:/home/hindsight/.pg0 ghcr.io/vectorize-io/hindsight:latest. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does hindsight connect to, and what does it need?
- It reaches hindsight and openai. The credentials we found in its source are HINDSIGHT_API_LLM_API_KEY, HINDSIGHT_DB_PASSWORD and OPENAI_API_KEY.
- Is hindsight official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 53,293 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-23.
- What licence does hindsight use?
- The repository declares the MIT licence.
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