Engram alternatives
24 databases MCP servers from other publishers do the same job as Engram. The closest match comes first, then the best rated, with at most two per publisher.
Token-light local memory with SQLite hybrid retrieval for MCP agents.
No reviews yetlocal · mixed868/wkFreePersistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.
No reviews yetlocal · npm1467/wkFreeLocal-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.
No reviews yetlocal · oci63FreePersistent semantic memory for SQL databases. Postgres, MySQL, MSSQL, SQLite.
No reviews yetlocal · pypi382/wkFreeLocal-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.
No reviews yetlocal · npm846/wkFreeLocal-first automatic memory for Claude Code and Codex: capture, distill, recall from SQLite.
No reviews yetlocal · npm32401/wkFreeTask queue, decisions and memory for coding agents. Local SQLite, no network. Requires Bun.
No reviews yetlocal · npm121.1k/wkFreeSkill memory for coding agents: learn, recall, reinforce, decay. Local SQLite, no API key.
No reviews yetlocal · pypi51.7k/wkFreeLocal SQLite MCP memory: evidence-based recall, advisory conflict notices, authorized governance.
No reviews yetlocal · pypi91.6k/wkFreeSeven-layer agent memory: episodic, semantic, procedural and core. Local SQLite, no account.
No reviews yetlocal · npm2484/wkFreeMemory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.
No reviews yetlocal · pypi19429/wkFreePortable agent memory anchored on Solana. Local SQLite + vector recall, open export.
No reviews yetlocal · npm2259/wkFreeLocal-first memory for AI coding agents. Memory + CodeGraph + Wiki in one SQLite file.
No reviews yetlocal · npm8299/wkFreeEvidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
No reviews yetlocal · npm1669/wkFreePersistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.
No reviews yetlocal · npm2343/wkFreeLocal memory for AI agents. One SQLite file on your machine — no cloud, no account.
No reviews yetlocal · npm2547/wkFreeLocal-first persistent session memory for Claude Code and other agents. SQLite + FTS5, no cloud.
No reviews yetlocal · pypi10140/wkFreeLocal long-term memory MCP server (SQLite) for AI coding agents — OpenCode, Claude Code, Cursor
No reviews yetlocal · npm3451/wkFreeMCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph
No reviews yetlocal · pypi4181/wkFreeSQL static analysis & query-equivalence for Postgres, MySQL, SQLite, and SQL Server
No reviews yetlocal · npm640/wkFreeLocal Redis memory MCP for AI apps with hybrid caching and optional Mem0 cloud backup.
No reviews yetlocal · npm245/wkFreeLocal AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.
No reviews yetlocal · npm291/wkFreeToken-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite
No reviews yetlocal · npm3.5k21k/wkFreex402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
No reviews yetgateway-ready243.5k/wkFree
Engram alternatives by what you need
Open source Engram alternatives (22)
Published under an open licence such as MIT or Apache-2.0.
Tinycontext, Local Memory, Memory Vault, Amnesic, Engram, Remem, Myc, skillmem and 14 more below.
Hosted Engram alternatives (1)
Nothing to install: a remote endpoint you add by URL. Also callable through the mcp.market gateway.
Local Engram alternatives (23)
A package you install and run on your own machine, so your data stays on your computer.
Tinycontext, Local Memory, Memory Vault, Amnesic, Engram, Remem, Myc, skillmem and 15 more below.
Safest Engram alternatives (12)
Graded A: passed every check the scanner runs on the latest release.
Local Memory, Amnesic, Engram, skillmem, Memory Arbiter, ZenBrain Memory, memo, KEPTA — Agent Memory and 4 more below.
Engram and its alternatives compared
| Server | Grade | Rating | Licence | Runs | Stars |
|---|---|---|---|---|---|
| Engram(this one) | A85 | No reviews yet | Apache-2.0 | Local | 22 |
| Tinycontext | B82 | No reviews yet | MIT | Local | 8 |
| Local Memory | A91 | No reviews yet | MIT | Local | 14 |
| Memory Vault | B70 | No reviews yet | MIT | Local | 63 |
| Amnesic | A92 | No reviews yet | MIT | Local | 3 |
| Engram | A88 | No reviews yet | MIT | Local | 8 |
| Remem | B77 | No reviews yet | MIT | Local | 32 |
| Myc | C66 | No reviews yet | MIT | Local | 12 |
| skillmem | A91 | No reviews yet | Apache-2.0 | Local | 5 |
| Memory Arbiter | A92 | No reviews yet | Apache-2.0 | Local | 9 |
| ZenBrain Memory | A89 | No reviews yet | Apache-2.0 | Local | 24 |
| memo | A85 | No reviews yet | MIT | Local | 19 |
| Clude | B83 | No reviews yet | MIT | Local | 22 |
| remem-mcp — Local-first MCP Memory + CodeGraph + Wiki | B77 | No reviews yet | MIT | Local | 8 |
| Titen Memory | B83 | No reviews yet | Apache-2.0 | Local | 16 |
| SAME - Stateless Agent Memory Engine | B74 | No reviews yet | NOASSERTION | Local | 23 |
| KEPTA — Agent Memory | A92 | No reviews yet | AGPL-3.0 | Local | 2 |
| LoreConvo | B80 | No reviews yet | NOASSERTION | Local | 10 |
| Th Memory | A92 | No reviews yet | MIT | Local | 3 |
| AlphaFold Sovereign MCP | A92 | No reviews yet | Apache-2.0 | Local | 4 |
| Sqlike | B83 | No reviews yet | Apache-2.0 | Local | 6 |
| r3 | B83 | No reviews yet | MIT | Local | 2 |
| Facthouse | A92 | No reviews yet | MIT | Local | 2 |
| DBHub | A85 | No reviews yet | MIT | Local | 3.5k |
| Run402 | B84 | No reviews yet | MIT | Hosted | 24 |