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
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/mcpRemote (HTTP)
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About
Reviews
Write a reviewNo 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_urlget_memorylist_memoriesload_sessionpingrecall
Write 5 · Create, change, send or run things.
confirm_uploadcreate_uploadremembersave_sessionupdate
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_uploadConfirm 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_uploadRegister 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 dataDelete a memory by id. Returns `{id, deleted}` (deleted=false if absent).
get_download_urlread-onlyGet 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-onlyFetch a single memory by its id (from `remember`/`recall`/`list_memories`).
list_memoriesread-onlyList 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-onlyReload 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-onlyHealth / 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-onlySearch 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}`.
rememberStore 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_sessionPersist 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}`.
updateReplace a memory's content (re-embeds it). Returns the updated memory.
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- Stars
- 0
- 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
- Repository
- github.com/PCBZ/polymnemo
- 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)