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 tools631st of 1,608 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 629 | 6,340 | 11,482 #405 | 198places down | |
| 630 | 6,322 | — | 250places down | |
| 631 | 6,322 | — | 219places down | |
| 632 | 6,322 | 13,768 #342 | — | |
| 633 | 6,304 | — | 406places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 34,158,649 | 14,826 #36 | 2places down | |
| 2 | 465,374 | 15,594 #19 | 35places up | |
| 3 | 400,664 | 9,014 #294 | — | |
| 4 | 305,009 | 8,468 #345 | — | |
| 5 | 186,229 | 13,415 #63 | 50places down |
Productivity1,834th of 4,952 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 1832 | 6,322 | 12,503 #1325 | 321places down | |
| 1833 | 6,322 | 34,594 #283 | 52places up | |
| 1834 | 6,322 | — | 219places down | |
| 1835 | 6,322 | 13,768 #1205 | — | |
| 1836 | 6,322 | 42,533 #183 | — |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 57,784,459 | 13,209 #289 | — | |
| 2 | 30,557,087 | 14,248 #216 | — | |
| 3 | 15,667,540 | 15,307 #141 | 1places down | |
| 4 | 1,955,298 | 8,690 #1014 | — | |
| 5 | 1,658,113 | 8,969 #954 | 5places up |
Data analytics1,317th of 3,282 by popularity · not ranked by trending score
| # | Connector | Popularity | Trending | 7d |
|---|---|---|---|---|
| 1315 | 6,322 | 12,503 #958 | 321places down | |
| 1316 | 6,322 | 34,594 #160 | 52places up | |
| 1317 | 6,322 | — | 219places down | |
| 1318 | 6,322 | 13,768 #859 | — | |
| 1319 | 6,322 | — | 158places down |
This connector isn’t ranked by trending score, so the category’s top connectors are shown instead.
| # | Connector | Trending | Popularity | 7d |
|---|---|---|---|---|
| 1 | 42,345,503 | 13,242 #116 | 0 | |
| 2 | 30,557,087 | 14,248 #67 | — | |
| 3 | 1,955,298 | 8,690 #672 | — | |
| 4 | 714,596 | 7,435 #995 | — | |
| 5 | 502,891 | 7,877 #877 | 10places 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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