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.

  1. Myco: Agent-First Cognitive Substrate Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph. ★ 63

05 · Facts

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

Pairs well with

Servers that cover what Omni Seek doesn't - only shown when the pairing reason fits the companion.

  1. Server Filesystem → filesystem companion filesystem · ★ 38,704
  2. X402 List MCP → filesystem companion filesystem · ★ 58

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