Omni Seek MCP Server
The answer is sitting in minute 47 of a podcast, three replies deep in a comment thread, behind a login, in another language. Your agent gets it anyway. Its 18 documented tools cover omniseek, paper, curator. It runs locally over stdio via the published package.
People connecting memory tools to Claude, Cursor, VS Code, or another MCP client. The project is written in Python.
VERIFIED ACTIVE
LAST COMMIT 2026-08-22 · ★ 47 · #43 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25
Apache-2.0 · Python servers · how we verify → /methodology
01 · Install Omni Seek
before you install - you'll need
The README does not document required environment variables for a basic install.
Claude Code
claude mcp add battam1111-omniseek -- uvx omniseek Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"battam1111-omniseek": {
"command": "uvx",
"args": [
"omniseek"
]
}
}
} 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 · container (OCI image) - can be sandboxed away from your filesystem
repo age created 2026-06-29 - young repo, little track record yet
license Apache-2.0 - declared in the repository
pypi package omniseek - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.Battam1111 is GitHub-verified and matches the repo owner
03 · What Omni Seek can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
What you can build
With this server connected, an agent can read images, document figures, video frames with vision, map a research field's citation neighborhood: foundational core vs. frontier, resolve a person's name to candidate author IDs across databases, and map a researcher's collaboration network by joint-paper count.
Capability map
Tools grouped from the project's README - what Omni Seek lets an agent do.
Omniseek
17 tools - e.g. Fan out across the whole catalog, deduplicate, rank. Cross-lingual (semantic + lexical).; Normalize any URL or document (web page, PDF, arXiv) into clean text.; Read images, document figures, video…
omniseek_search · omniseek_read · omniseek_view · omniseek_transcribe · omniseek_field_skeleton · omniseek_resolve_identity…
auth & access
1 tool - e.g. Map a researcher's collaboration network by joint-paper count.
omniseek_coauthors
Latest releases
v0.2.0 · 2026-08-16
Every public claim is now measured, printed at boot, or tightened to exactly what the code does. · Public benchmark: six suites mapped onto the README claims, 54 tasks with recorded search-resistance evidence…
v0.1.3 · 2026-08-16
Polish release. Runtime strings speak only about the catalog (no private-era operator voice anywhere; a sync residue gate now makes that class unshippable). New: docs/sources.md, the source catalog as a…
v0.1.2 · 2026-08-16
Fixes a first-run hang: on a fresh install, the FIRST ranked search could block forever (the ranking/recall import chain loaded lazily on the event-loop thread mid-call and could deadlock on Windows over stdio). Both…
04 · Who maintains Omni Seek
OmniSeek is maintained by battam1111. We track 2 MCP servers from battam1111 - 2 actively maintained, 110 combined GitHub stars, oldest repo from Apr 2026. Full record: all servers from battam1111.
05 · Facts
- repository
- github.com/battam1111/omniseek
- category
- memory - ranked #43 of 259 actively-maintained memory servers as of 2026-08-25.
- release cadence
- 5 releases in the last 90 days (latest 2026-08-16)
- registry
- io.github.Battam1111/omniseek (active, first published 2026-08-16 · 4 versions)
- packages
- pypi:omniseek · oci:ghcr.io/battam1111/omniseek:v0.2.0
06 · Omni Seek FAQ
Is Omni Seek still maintained?
Yes - as of 2026-08-25, its last commit was 2026-08-22 and it shipped 5 releases in the last 90 days. We re-verify nightly.
What can Omni Seek do?
With this server connected, an agent can read images, document figures, video frames with vision, map a research field's citation neighborhood: foundational core vs. frontier, resolve a person's name to candidate author IDs across databases, and map a researcher's collaboration network by joint-paper count.
How do I install Omni Seek?
Run `uvx omniseek`. The README does not document required environment variables for a basic install. You can also paste the ready-made client config above.
Does Omni Seek 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 Omni Seek
Alternatives to Omni Seek
Maintained memory servers if Omni Seek isn't the fit.
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- 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 Omni Seek doesn't - only shown when the pairing reason fits the companion.
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