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polymnemo

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

Connector by PCBZ · GitHub account verified by the MCP Registry

IndexedMITRemote (HTTP)
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Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/pcbz-polymnemo

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoint

  • https://polymnemo.purpleground-26f6d744.westus2.azurecontainerapps.io/mcp Remote (HTTP)

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About

Shared cross-LLM long-term memory over MCP: semantic recall, sessions, and media (pgvector).

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
6 read · 5 write · 1 delete
Secrets
1 (API keys, tokens or passwords)
Install scripts
Nothing to install (hosted)
Runs as
Hosted (remote endpoint)

Tools by what they do 12

Read from the source code; the running server may list different tools.

Read 6 · Look things up without changing anything.

  • get_download_url
  • get_memory
  • list_memories
  • load_session
  • ping
  • recall

Write 5 · Create, change, send or run things.

  • confirm_upload
  • create_upload
  • remember
  • save_session
  • update

Delete 1 · Delete, drop, revoke or wipe things.

  • forget

Secrets and settings it asks for

Secrets: values you paste in that let it act as you.

  • Authorization

Network hosts it talks to 1

  • polymnemo.purpleground-26f6d744.westus2.azurecontainerapps.io · found in remote endpoint, install command

Files it touches

  • Any path the agent passes to its tools

Tools (12)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • confirm_upload

    Confirm a media upload after you've PUT the bytes. Verifies the object exists, records its real size + checksum (and rejects an over-limit upload), then makes the memory findable via `recall` / downloadable. `id` is from `create_upload`. Returns `{memory_id, confirmed, size_bytes, content_type}`.

  • create_upload

    Register a file / image / video memory and get a URL to upload its bytes. The bytes never go through this channel: `description` is embedded so the file is findable via `recall`. **PUT** the raw bytes to `upload_url` sending `upload_headers` (the signed Content-Type). **Then call `confirm_upload`** — the memory stays hidden from `recall` (and the size cap is enforced) until you do. Media defaults to a private namespace. Returns `{memory_id, object_key, upload_url, upload_headers, content_type, namespace}`.

  • forgetcan change or delete data

    Delete a memory by id. Returns `{id, deleted}` (deleted=false if absent).

  • get_download_urlread-only

    Get a short-lived URL to download a media memory's bytes. `id` is the media memory's id (from `create_upload` / `recall`). Returns `{memory_id, url, content_type}`.

  • get_memoryread-only

    Fetch a single memory by its id (from `remember`/`recall`/`list_memories`).

  • list_memoriesread-only

    List stored memories newest-first (no search query). `namespace` selects the collection (defaults to the shared namespace). Page with `next_cursor` / `has_more`. Returns `{items, total, has_more, next_cursor}`.

  • load_sessionread-only

    Reload a saved session's content, one character page at a time. Page with `page` (0-based) while `has_more` is true. Returns `{session_id, content, page, page_size, total_chars, has_more}`.

  • pingread-only

    Health / connectivity check. Returns server identity plus the active pluggable layers, so a client (or MCP Inspector) can confirm the connection and see how the server is wired.

  • recallread-only

    Search memories by meaning and return the closest matches. Results are ranked by similarity and bounded by `limit` (default 8). Use the returned `next_cursor` with `has_more` to page further — you decide whether the results are enough. `namespace` selects the collection (defaults to the shared namespace). Returns `{items, total, has_more, next_cursor}`.

  • remember

    Store a memory for later semantic recall. Large content is split into smaller chunks on write (one vector each), so this may create several ids. `namespace` groups memories (defaults to the shared namespace); `tags`/`source` are optional metadata. Returns `{ids, chunks, namespace}`.

  • save_session

    Persist a session's full content under `session_id` for later reload. Content is stored as ordered, losslessly-reassemblable chunks (also embedded, so it's searchable via `recall`). Re-saving the same `session_id` replaces it. Returns `{session_id, chunks, chars, namespace}`.

  • update

    Replace a memory's content (re-embeds it). Returns the updated memory.

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    Stars
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    Forks
    0
    Open issues
    5
    Last commit
    Oct 24, 2026 (4 days ago)
    Last release
    Oct 24, 2026 (4 days ago)

    From GitHub (fetched Oct 24, 2026).

    Details

    Registry name
    io.github.PCBZ/polymnemo
    Version
    1.4.1
    Auth
    Bearer token
    License
    MIT
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026
    Cite this page

    polymnemo MCP server. Agent Mart. https://agentmart.dev/connectors/pcbz-polymnemo (last updated 2026-10-24)