Yantrikdb MCP

YantrikDB - Cognitive memory for AI agents. Persistent semantic recall, knowledge graph, contradiction detection, and procedural learning. Ships as embeddable engine, network database, or MCP server. Its 19 documented tools cluster into remember, recall, forget, correct. 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 2026-08-19 · ★ 24 · #34 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25

MIT · Python servers · how we verify → /methodology

01 · Install Yantrikdb MCP

before you install - you'll need

Set YANTRIKDB_SERVER_URL, YANTRIKDB_TOKEN, YANTRIKDB_API_KEY, YANTRIKDB_SKILLS_WRITE_ENABLED, YANTRIKDB_SKILLS_WRITE_EXPIRES_AT, YANTRIKDB_SKILLS_ALLOWED_NAMESPACES, YANTRIKDB_SKILLS_AUDIT_LOG, YANTRIKDB_SKILLS_AUTHOR_ORIGIN before connecting.

Claude Code

claude mcp add yantrikos-yantrikdb-mcp -- uvx yantrikdb-mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "yantrikos-yantrikdb-mcp": {
      "command": "uvx",
      "args": [
        "yantrikdb-mcp"
      ]
    }
  }
}

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 MIT - declared in the repository

pypi package yantrikdb-mcp - check the name against the project README before installing (PyPI has no namespace ownership)

registry namespace io.github.yantrikos is GitHub-verified and matches the repo owner

03 · What Yantrikdb MCP 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 search / refine / feedback, get / list / search / update_importance / archive / hydrate, list / get / resolve / reclassify, and start / end / history / active / abandon_stale.

Capability map

Tools grouped from the project's README - what Yantrikdb MCP lets an agent do.

Remember

1 tool - e.g. single / batch

remember

Recall

1 tool - e.g. search / refine / feedback

recall

Forget

1 tool - e.g. single / batch

forget

Correct

1 tool - e.g. -

correct

Think

1 tool - e.g. -

think

Memory

1 tool - e.g. get / list / search / update_importance / archive / hydrate

memory

Graph

1 tool - e.g. relate / edges / link / search / profile / depth

graph

Conflict

1 tool - e.g. list / get / resolve / reclassify

conflict

Latest releases

v0.19.2 · 2026-08-18

The ceiling already admitted 0.15.3. The floor is the claim that matters: engine 0.15.0–0.15.2 carry three ranking defects and four cutover races, so a floor that still admits them is a floor we know is wrong.…

v0.19.1 · 2026-08-17

The calling LLM is the only scheduler a reactive deployment has - so maintenance debt now surfaces in the tool responses themselves, instead of waiting indefinitely to be asked. · remember(): crossing…

v0.19.0 · 2026-08-17

Sequence and range questions ("what happened tonight, in order?") are SET queries over a time window - and the old tool schema silently swallowed the since/until the caller sent (pydantic drops extra fields), so they…

04 · Who maintains Yantrikdb MCP

yantrikdb-mcp is maintained by yantrikos. It's the only MCP server we track from this author; the repo dates to Mar 2026.

05 · Facts

repository: github.com/yantrikos/yantrikdb-mcp
category: memory - ranked #34 of 259 actively-maintained memory servers as of 2026-08-25.
release cadence: 10+ releases in the last 90 days (latest 2026-08-18)
registry: io.github.yantrikos/yantrikdb-mcp (active, first published 2026-03-27 · 5 versions)
packages: pypi:yantrikdb-mcp

06 · Yantrikdb MCP FAQ

Is Yantrikdb MCP still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-19 and it shipped 10+ releases in the last 90 days. We re-verify nightly.

What can Yantrikdb MCP do?

How do I install Yantrikdb MCP?

Run `uvx yantrikdb-mcp`. The README documents 8 environment variables (YANTRIKDB_SERVER_URL, YANTRIKDB_TOKEN, YANTRIKDB_API_KEY…) to set first. Set YANTRIKDB_SERVER_URL, YANTRIKDB_TOKEN, YANTRIKDB_API_KEY, YANTRIKDB_SKILLS_WRITE_ENABLED, YANTRIKDB_SKILLS_WRITE_EXPIRES_AT, YANTRIKDB_SKILLS_ALLOWED_NAMESPACES, YANTRIKDB_SKILLS_AUDIT_LOG, YANTRIKDB_SKILLS_AUTHOR_ORIGIN before connecting. You can also paste the ready-made client config above.

Does Yantrikdb MCP 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 Yantrikdb MCP

Alternatives to Yantrikdb MCP

Maintained memory servers if Yantrikdb MCP isn't the fit.

Pairs well with

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

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