Smara
Claude connectorCommunityLong-term memory for AI agents
Smara gives Claude durable, structured memory that persists across conversations — so an agent that learned something about you, your project, or your customers yesterday still knows it tomorrow.
Unlike a notes file, Smara is real memory infrastructure. What agents write is consolidated in the background into durable facts and a knowledge graph of entities and relationships, with full provenance. Retrieval is hybrid — vector search, graph traversal, and recency-weighted ranking packed into a token budget with a single tool call. Memory strengthens when it is used and fades when it is not: importance-weighted, usage-reinforced decay keeps what matters and forgets session noise, the way human memory does.
Seven tools cover the full lifecycle: get_context assembles everything relevant to a turn (scratchpad, recent turns, facts, graph relationships, past episodes) in one call; capture_event and append_turn record what happens; remember_fact and search_facts read and write durable knowledge; search_events answers "what happened?"; patch_scratchpad keeps short-term working state.
Everything is governed: memory is scoped to a tenant you choose at connect time, every change is recorded in a bi-temporal audit trail (nothing is silently overwritten), and you can browse and delete any fact or entity from the developer portal at smara.dev. Deliberate deletion is immediate; nothing about your data is used for training.
Built for people building agents: the same memory is also a plain REST API with an OpenAPI spec, so what your Claude connector writes, your own applications can read — one memory across every surface. Measured, not promised: 68.4% on the LoCoMo long-term-memory benchmark, run against this live service with a published, reproducible methodology.
- Tools
- 7
exposed by this connector
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Developer tools588th of 1,310 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 586 | 6,109 | 8,422 #422 | 197places down | |
| 587 | 6,109 | 15,000 #279 | 83places down | |
| 588 | 6,109 | — | 304places down | |
| 589 | 6,109 | 13,322 #317 | 242places down | |
| 590 | 6,087 | 42,732 #58 | 130places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 35,616,504 | 12,702 #72 | — | |
| 2 | 1,059,790 | 12,502 #76 | — | |
| 3 | 450,704 | 13,335 #56 | 10places down | |
| 4 | 262,839 | 7,229 #426 | 67places up | |
| 5 | 252,724 | 13,970 #45 | 26places down |
Productivity1,689th of 4,005 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 1687 | 6,109 | 29,954 #375 | 274places up | |
| 1688 | 6,109 | 10,817 #1240 | 156places down | |
| 1689 | 6,109 | — | 304places down | |
| 1690 | 6,109 | 12,973 #1090 | 211places down | |
| 1691 | 6,109 | 71,150 #57 | — |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 4,718,560 | 10,415 #607 | — | |
| 2 | 4,208,811 | 13,413 #256 | — | |
| 3 | 1,059,790 | 12,502 #339 | — | |
| 4 | 483,976 | 7,129 #1331 | 71places up | |
| 5 | 483,162 | 7,827 #1124 | 563places up |
Data analytics1,213th of 2,740 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 1211 | 6,109 | 15,000 #684 | 83places down | |
| 1212 | 6,109 | 10,817 #920 | 156places down | |
| 1213 | 6,109 | — | 304places down | |
| 1214 | 6,109 | — | 83places down | |
| 1215 | 6,087 | — | 272places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 29,445,468 | 12,305 #156 | — | |
| 2 | 1,983,480 | 8,531 #622 | 3places up | |
| 3 | 507,188 | 7,845 #770 | — | |
| 4 | 483,976 | 7,129 #943 | 71places up | |
| 5 | 483,162 | 7,827 #778 | 563places up |
Tools
- append_turn
- capture_event
- get_context
- patch_scratchpad
- remember_fact
- search_events
- search_facts
- Made by
- Prajana AI Labs · Website
- Sign-in
- Required
- Connector URL
- https://api.smara.dev/mcp
- Transport
- Streamable HTTP
- Works with
- Claude, Claude API, Claude Code, Claude Desktop
- Acts on
- Notes & memory
- Department
- Engineering
- Added
- August 1, 2026
- More info
- Sponsorship
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