PMB AI MCP Server
Local-first memory, visualized. 3,800+ entities and 41,000+ connections, captured automatically as you work.
People connecting memory tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
VERIFIED ACTIVE
LAST COMMIT 2026-08-24 · ★ 297 · #10 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25
Apache-2.0 · Python servers · how we verify → /methodology
01 · Install PMB AI
before you install - you'll need
The README does not document required environment variables for a basic install.
Claude Code
claude mcp add oleksiijko-pmb -- uvx pmb-ai Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"oleksiijko-pmb": {
"command": "uvx",
"args": [
"pmb-ai"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions
license Apache-2.0 - declared in the repository
pypi package pmb-ai - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.oleksiijko is GitHub-verified and matches the repo owner
03 · What PMB AI can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
Latest releases
v1.2.3 · 2026-08-16
Openapi support · flush buffered perf rows when the server shuts down · bound the shutdown flush so a signal cannot deadlock the server · match keyed facts with json_extract instead of raw-JSON LIKE · Honour --days in…
v1.2.2 · 2026-06-30
v1.2.2 · Fixed · Fixed the WebUI dashboard startup when the default port is already in use. · pmb dashboard now automatically skips busy default port 8765 and uses the next available port. · Added a clearer error…
v1.2.1 · 2026-06-28
Hardening release on top of v1.2.0: closes all CodeQL security findings, makes CI deterministic, and ships local dev tooling so security/test failures are caught before they reach CI. No breaking changes. · Security…
04 · Who maintains PMB AI
PMB AI is maintained by oleksiijko. It's the only MCP server we track from this author; the repo dates to May 2026.
05 · Facts
- repository
- github.com/oleksiijko/pmb
- category
- memory - ranked #10 of 259 actively-maintained memory servers as of 2026-08-25.
- release cadence
- 10+ releases in the last 90 days (latest 2026-08-16)
- registry
- io.github.oleksiijko/pmb-ai (active, first published 2026-06-22 · 2 versions)
- packages
- pypi:pmb-ai
06 · PMB AI FAQ
What is PMB AI?
Local-first memory, visualized. 3,800+ entities and 41,000+ connections, captured automatically as you work.
Is PMB AI still maintained?
Yes - as of 2026-08-25, its last commit was 2026-08-24 and it shipped 10+ releases in the last 90 days. We re-verify nightly.
How do I install PMB AI?
Run `uvx pmb-ai`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.
Does PMB AI run locally?
Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
07 · Alternatives to PMB AI
Alternatives to PMB AI
Maintained memory servers if PMB AI isn't the fit.
- Codebase Memory Codebase knowledge graph for AI agents - 159 languages, sub-ms queries, 99% fewer tokens. ★ 40,198 · 2026-08-23
- Tradememory Protocol MCP memory for AI trading agents. Store trades, recall similar setups, track strategy performance. ★ 1,412 · 2026-08-11
- Superlog Open-source agent that observes and fixes your application. Query logs, traces, metrics, incidents. ★ 1,394 · 2026-08-23
- Persome Local-first personal memory and model server for trusted MCP agents on macOS. ★ 1,314 · 2026-08-21
- Neo4j Memory MCP Neo4j Knowledge Graph Memory Server ★ 979 · 2026-04-10
- Projectmem Local-first memory + judgment layer for AI coding agents - warns before repeating failed fixes. ★ 750 · 2026-08-06
Pairs well with
Servers that cover what PMB AI doesn't - only shown when the pairing reason fits the companion.
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