Shodh Memory MCP Server
Persistent cognitive memory for AI agents and robots - with no LLM in the loop. Remembers what matters, forgets what doesn't, gets smarter with use. 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 Rust.
VERIFIED ACTIVE
LAST COMMIT 2026-08-24 · ★ 276 · #28 OF 259 MAINTAINED MEMORY · VERIFIED 2026-08-25
Apache-2.0 · Rust servers · how we verify → /methodology
01 · Install Shodh Memory
before you install - you'll need
Set SHODH_API_KEY, SHODH_ZENOH_ENABLED, SHODH_ZENOH_MODE, SHODH_ZENOH_LISTEN, SHODH_ZENOH_CONNECT, SHODH_ZENOH_PREFIX, SHODH_ZENOH_AUTO_TOPICS, SHODH_ENV, SHODH_API_KEYS, SHODH_MEMORY_PATH before connecting. SHODH_HOST, SHODH_PORT are optional or environment-specific per the README.
Claude Code
claude mcp add varun29ankus-shodh-memory -- npx -y @shodh/memory-mcp Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"varun29ankus-shodh-memory": {
"command": "npx",
"args": [
"-y",
"@shodh/memory-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 Apache-2.0 - declared in the repository
npm package @shodh/memory-mcp - the @shodh scope differs from the repo owner (varun29ankus); confirm it's the project's official package
registry namespace io.github.varun29ankuS is GitHub-verified and matches the repo owner
03 · What Shodh Memory can do
Prose above is summarized from the project's README and registry record - no invented capabilities.
Latest releases
gliner-bi-edge-onnx-v1 · 2026-07-14
ONNX export of knowledgator/gliner-bi-edge-v2.0 (Apache-2.0) - the shodh-memory production entity typer. · Exported via scripts/export_gliner_bi_edge.py (gliner 0.2.27, onnxruntime 1.27.0, torch 2.10, opset 19). Parity…
v0.2.0 · 2026-04-09
v0.2.0 · bincode → postcard - All write paths now use postcard. Read paths dual-decode (postcard-first, legacy fallback). Offline migration: shodh-memory-server migrate --storage <path>. · New Features · Entity…
v0.1.91 · 2026-03-19
remediate semgrep shell injection and command execution findings · unified shodh CLI (closes #12)
04 · Who maintains Shodh Memory
shodh-memory is maintained by varun29ankus. We track 2 MCP servers from varun29ankus - 2 actively maintained, 281 combined GitHub stars, oldest repo from Dec 2025. Full record: all servers from varun29ankus.
05 · Facts
- repository
- github.com/varun29ankus/shodh-memory
- category
- memory - ranked #28 of 259 actively-maintained memory servers as of 2026-08-25.
- release cadence
- 1 release in the last 90 days (latest 2026-07-14)
- registry
- io.github.varun29ankuS/shodh-memory (active, first published 2025-12-06 · 8 versions)
- packages
- npm:@shodh/memory-mcp
06 · Shodh Memory FAQ
What is Shodh Memory?
Persistent cognitive memory for AI agents and robots - with no LLM in the loop. Remembers what matters, forgets what doesn't, gets smarter with use. It runs locally over stdio via the published package.
Is Shodh Memory still maintained?
Yes - as of 2026-08-25, its last commit was 2026-08-24 and it shipped 1 release in the last 90 days. We re-verify nightly.
How do I install Shodh Memory?
Run `npx -y @shodh/memory-mcp`. The README documents 12 environment variables (SHODH_API_KEY, SHODH_ZENOH_ENABLED, SHODH_ZENOH_MODE…) to set first. Set SHODH_API_KEY, SHODH_ZENOH_ENABLED, SHODH_ZENOH_MODE, SHODH_ZENOH_LISTEN, SHODH_ZENOH_CONNECT, SHODH_ZENOH_PREFIX, SHODH_ZENOH_AUTO_TOPICS, SHODH_ENV, SHODH_API_KEYS, SHODH_MEMORY_PATH before connecting. SHODH_HOST, SHODH_PORT are optional or environment-specific per the README. You can also paste the ready-made client config above.
Does Shodh Memory run locally?
Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
07 · Alternatives to Shodh Memory
Alternatives to Shodh Memory
Maintained memory servers if Shodh Memory 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 Shodh Memory doesn't - only shown when the pairing reason fits the companion.
More memory MCP servers · Superlocalmemory · Memento · Veracium · Auto Mem · Peon Mem
More Rust MCP servers · AXON Epistemic MCP (velitricardo) · Rulemorph MCP Server · Lific · Emem, The Verifiable Memory Protocol For The Physical World · xbbg MCP · see all