yantrikdb-mcp

yantrikdb-mcp is an MCP server, listed under memory & vectors. It reaches yantrikdb. It needs YANTRIKDB_API_KEY and YANTRIKDB_TOKEN to authenticate. Its repository has 25 GitHub stars and is licensed under MIT; we last read it on 2026-10-25.

Stores and manages persistent cognitive memory for AI agents, integrating with Claude Code, Cursor, and Windsurf. Features temporal decay, contradiction detection, and knowledge graph support. Utilizes the YantrikDB Rust engine. Installation: pip install yantrikdb-mcp.

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. yantrikdb-mcp’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

19 tools documented in its README. An AI client calls these by name.

remember

Store memories — decisions, preferences, facts, corrections

recall

Semantic search, refinement, and retrieval feedback

forget

Tombstone memories

correct

Fix incorrect memory (preserves history)

think

Consolidation + conflict detection + pattern mining

memory

Manage individual memories + keyword search

graph

Knowledge graph operations

conflict

Handle contradictions and teach substitution patterns

trigger

Proactive insights and warnings

session

Session lifecycle management

temporal

Time-based memory queries

procedure

Procedural memory — learn and reuse strategies

category

Substitution categories for conflict detection

personality

AI personality traits from memory patterns

stats

Engine stats, health, weights, and index rebuilds

skill

Substrate-native agent skill catalog (writes off by default — see [Skill substrate](#skill-substrate-v070))

gaps

Surface frequently-asked, poorly-answered queries (substrate's known unknowns)

conversation

Bounded encrypted ring buffer for verbatim conversation turns, namespace-isolated

task

Substrate-backed task / chore store; survives sessions, surfaces in `session(action=

Read from the README; names are kept only if the README contains them.

Ranked by services in common with yantrikdb-mcp, then by stars. Figures are from each repository when we last read it.

What does yantrikdb-mcp do?

Stores and manages persistent cognitive memory for AI agents, integrating with Claude Code, Cursor, and Windsurf. Features temporal decay, contradiction detection, and knowledge graph support. Utilizes the YantrikDB Rust engine. Installation: pip install yantrikdb-mcp.

How do I install yantrikdb-mcp?

Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/yantrikos/yantrikdb-mcp

What does yantrikdb-mcp connect to, and what does it need?

It reaches yantrikdb. The credentials we found in its source are YANTRIKDB_API_KEY and YANTRIKDB_TOKEN.

Which AI clients can use yantrikdb-mcp?

Its own description mentions Claude Code, Cursor and Windsurf. That is a mention in its description, not a test we ran.

Is yantrikdb-mcp official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 25 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-24.

What licence does yantrikdb-mcp use?

The repository declares the MIT licence.

• mcp-server-qdrant1,553 stars
• mcp-knowledge-graph886 stars
• chroma-mcp601 stars
• caura504 stars
• MemoryMesh354 stars
• neural-memory242 stars

All memory & vectors entries →

• Introduction to Model Context Protocol (Claude Academy)
• The Hugging Face MCP course
• Build an AI agent: a path with skills and MCP servers to practise on