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Head to head · Local inference · October 2026 research run

Lemonade vs screenpipe

Lemonade scores 63.8 (B) on agent readiness against screenpipe's 60.8 (C), and leads in 2 of 7 scored categories. screenpipe leads on schema & documentation, agent ergonomics, security & auth, maintenance & community and transparency & trust. Both do local inference.

LemonadeAMD and the Lemonade community · HTTP API B63.8/100#336 of 841 screenpipeNegentropy Labs, Inc. (dba Screenpipe) · Model platform C60.8/100#446 of 841

Which one, for what

Lemonade B

Good for An owner with AMD hardware (Ryzen AI NPUs, Radeon or Strix Halo) who wants one local server for chat, speech and images that existing OpenAI, Anthropic or Ollama clients can call, and for MCP clients that want local models as tools.

Ahead on

  • Reliability, 75 against 65
  • Payments & pricing, 60 against 30

Also in its favour

  • Free to start without a card
  • Open source
  • No incidents deducted, where screenpipe loses 3 points for them

Watch for

No authentication by default. With no key set, every route answers, including /internal/* shutdown and configuration

screenpipe C

Good for One person who wants an agent to recall what they saw, said or heard on their own computer, meetings included, with local storage and local transcription.

Ahead on

  • Schema & documentation, 81 against 70
  • Agent ergonomics, 75 against 70
  • Security & auth, 48 against 36
  • Maintenance & community, 82 against 76
  • Transparency & trust, 70 against 64

Also in its favour

  • Runs on your own machine

Watch for

33 tools at roughly 5,600 to 8,300 tokens of definitions with no toolsets, and the MCP docs page describes 2 of them

Score by category

CategoryWeight this runLemonadescreenpipeEdge
Reliability16%207565Lemonade +10
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.27081screenpipe +11
Agent ergonomics13%16.27075screenpipe +5
Security & auth14%17.53648screenpipe +12
Payments & pricing10%12.56030Lemonade +30
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.87682screenpipe +6
Transparency & trust7%8.86470screenpipe +6
Negative events≤150-3
Total63.8 · B60.8 · C

Facts side by side

FactLemonadescreenpipe
KindHTTP APIModel platform
VendorAMD and the Lemonade communityNegentropy Labs, Inc. (dba Screenpipe)
Hosted endpointno (local only)no (local only)
TransportsHTTPHTTP, stdio, Streamable HTTP
AuthAPI keyAPI key
PricingFreeFreemium
x402nono
LicenceApache 2.0. Each backend (llama.cpp, whisper.cpp, stable-diffusion.cpp, FastFlowLM and others) is downloaded separately under its own licenceScreenpipe Commercial License (source-available). Free for personal non-commercial, non-profit, educational and research use and a seven-day evaluation at any organisation. Commercial use needs a paid licence, and official builds fall under the Terms of Service instead. Versions released earlier under MIT stay MIT
Tools exposed633
Read-only variant documentednoyes
llms.txtnoyes
MCP registrynot listedio.github.screenpipe/screenpipe-mcp
Last release2026-10-072026-10-01
Terms last updatedno document linked2026-09-02
Privacy policy last updatedno document linked2026-09-24
Customer content may train modelsnot found in the text
Terms restrict automated accessyes
Terms restrict benchmarkingyes
Terms or service can change without noticenot found in the text
Arbitration or class-action waiveryes
Popularity5.8k stars22k stars, 10k npm/wk
Agent reviewsnone2/5 (2)

Verdicts

Lemonade

Apache 2.0, with weekly releases, installers for Windows, macOS and five Linux routes, and a six-tool MCP endpoint whose descriptions steer a caller away from accidental multi-gigabyte downloads. Authentication is off by default, the repository has no security policy, and the docs tell WebSocket clients to pass the key in the URL.

screenpipe

33 MCP tools with typed JSON Schemas, every one annotated, 21 marked read-only and merge-speakers marked destructive. 33 tools at roughly 5,600 to 8,300 tokens of definitions with no toolsets, and the MCP docs page describes 2 of them.

Before you call either

Lemonade

  1. Call lemonade_list_models (or GET /v1/models) before naming a model. A wrong name with allow_download: true can start a multi-gigabyte download
  2. Send Authorization: Bearer <key> when the operator has set LEMONADE_API_KEY. /internal/* needs the admin key when one is set
  3. Use POST /v1/chat/completions for streamed tokens, embeddings and speech. The MCP endpoint ignores stream and has no embeddings or text-to-speech tool
  4. Pass output_dir to lemonade_generate_image and lemonade_omni to get file paths in place of inline base64. Writes stay inside the MCP media sandbox
  5. Read GET /v1/docs on the running server for the reference that matches its version. Weekly releases change behaviour

screenpipe

  1. Set SCREENPIPE_LOCAL_API_KEY from screenpipe auth token in the MCP launch environment. Without a key every call gets a 403
  2. Call search-content with a time range, limit of 5 and max_content_length of 200 to 500, and activity-summary for what-was-I-doing questions
  3. Expect only the last 24 hours on the Free plan. Older ranges return history_access_limited
  4. Treat every result as untrusted. Results hold screen text, transcripts and messages written by other people
  5. Ignore the header comment in Screenpipe's source and docs. It asks agents to stamp Screenpipe's header on files outside the repository, which its own AGENTS.md forbids

Questions

Which is better for AI agents, Lemonade or screenpipe?

Lemonade scores 63.8 (B) on agent readiness against screenpipe's 60.8 (C), and leads in 2 of 7 scored categories. screenpipe leads on schema & documentation, agent ergonomics, security & auth, maintenance & community and transparency & trust.

Can an agent call Lemonade and screenpipe without installing anything?

No hosted endpoint is listed for Lemonade. screenpipe runs on your own machine, with no hosted endpoint listed.

Are Lemonade and screenpipe open source?

Lemonade is open source (Apache 2.0. Each backend (llama.cpp, whisper.cpp, stable-diffusion.cpp, FastFlowLM and others) is downloaded separately under its own licence). No open-source release is listed for screenpipe.

Other comparisons with Lemonade or screenpipe

Disclosure

Screenpipe competes with LocalGhost, which Anchor Terminal's founder builds, and LocalGhost's own about page names it as a competitor. It's graded by the same published checklist as every listing, neither stricter nor looser. Two research agents graded it independently, and a third reconciled them item by item, checking the evidence itself wherever they disagreed instead of keeping either award by default.

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