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PaperClipAI/doc/connections/memory-tool-inventory.json
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DottaandPaperclip 18dac1e1ef feat(connections): add experimental memory providers and remote MCP access (#13942) 
## Thinking Path

> - Paperclip manages AI agents and their work.
> - Connections give agents governed access to external tools.
> - Agents need durable memory across tasks and execution environments.
> - Mem0, Zep, Supermemory, Cognee, and Honcho provide hosted memory
tools.
> - This pull request adds their setup flows behind an experimental
toggle.
> - It also delivers assigned MCP tools through the native remote Codex
runner.
> - Operators can connect a provider once and use the same governed
tools locally or in Daytona.

## Linked Issues or Issue Description

**Problem or motivation**

The Apps catalog lacks a complete set of memory providers. Remote native
Codex agents also need access to assigned managed MCP tools without
receiving provider credentials.

**Proposed solution**

Add five memory connectors behind the disabled-by-default Experimental
memory connectors setting. Use the existing connection setup and
permissions UI. Default their tools to Allowed. Preserve company
boundaries, operator permission changes, provider scopes, and audit
attribution.

**Alternatives considered**

Direct provider credentials in each sandbox would duplicate setup and
bypass the managed gateway. The remote runner instead uses its existing
protocol channel to call the gateway on the server.

**Roadmap alignment**

This maintainer-requested experiment supports the Memory / Knowledge and
Connected Apps roadmap areas. It adds provider connections without
introducing a separate memory UI. Related connector authoring
documentation is tracked in #13692; no duplicate memory-provider
implementation was found.

## What Changed

- Add provider definitions, official branding, and the experimental
setting for all five providers.
- Use OAuth for Zep and Supermemory, API credentials for Mem0 and
Honcho, and a bundled Cloud API bridge for Cognee with no runtime
downloads or subprocesses.
- Default memory tools to Allowed and classify destructive actions
explicitly.
- Fix personal remote credential resolution and propagate provider tool
errors.
- Relay assigned managed MCP tools to remote native Codex through the
runner protocol. Recheck current authority for each call and rotate
stale tool contracts.
- Add 21 Storybook states and complete OAuth walkthrough fixtures.
- Document provider research, sanitized tool inventory, and live local
and Daytona proof.

## Verification

- Passed workspace typecheck: `pnpm -r typecheck`.
- Passed production build: `pnpm build`.
- Full local `pnpm test:run`: 13,273 passed, with failures from
process/readiness timeouts under parallel load. Reran all 16 affected
suites with one worker: 456 passed, leaving two macOS `/var` versus
`/private/var` path assertions. Both passed with `TMPDIR=/private/tmp`.
No test failures remain unverified. Latest-head remote CI passes all 54
checks (two optional Storybook jobs skipped). Greptile is 5/5 with no
unresolved findings.
- Latest Cognee gateway regression: 71 passed, including public
deployment without a runtime host and immediate recovery after a
provider error. Bundled bridge tests: 25 passed.
- Browser setup and real agent tasks exercised all five providers. Mem0,
Cognee, Zep, and Honcho have successful store/retrieve proof.
- Supermemory now has scoped read/write consent. Local storage and real
Daytona write, document read, and semantic recall passed; indexing
completion was verified before claiming success.
- All five providers were exercised through a real Daytona sandbox and
its native runner MCP relay. Provider credentials remained on the
server. The final bundled Cognee bridge also passed a fresh Daytona
store/recall run. All disposable sandboxes were removed and verified
absent after testing.
- Storybook is rebuilt and contains the experimental toggle, catalog,
setup, permissions, and error states. The Zep and Supermemory access
steps advance correctly.

## Risks

- Provider OAuth scopes and plan limits remain independent of Paperclip
tool permissions. An Allowed tool can still be rejected by the provider.
- Providers can queue memory indexing; save acceptance does not prove
that semantic recall is ready.
- Remote tool contracts must stay synchronized with current connection
authority. Regression tests cover revocation and stale contracts.
- This change has no database migration. Existing connections remain
usable when the experimental catalog toggle is disabled.

## Model Used

OpenAI Codex, GPT-6 Astra (`gpt-6-astra`), with reasoning, repository
edits, code execution, and browser automation. The exact context window
size is not exposed in this session. Live acceptance agents used
`gpt-5.6-sol`.

## Checklist

- [x] I have included a thinking path that traces from project context
to this change
- [x] I have specified the model used (with version and capability
details)
- [x] I have checked ROADMAP.md and confirmed this PR does not duplicate
planned core work
- [x] I have searched GitHub for duplicate or related PRs and linked
them above
- [x] I have either (a) linked existing issues with `Fixes: #` / `Closes
#` / `Refs #` OR (b) described the issue in-PR following the relevant
issue template
- [x] I have not referenced internal/instance-local Paperclip issues or
links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip`
URLs)
- [x] My branch name describes the change (e.g. `docs/...`, `fix/...`)
and contains no internal Paperclip ticket id or instance-derived details
- [x] I have run tests locally and they pass
- [x] I have added or updated tests where applicable
- [x] I have updated relevant documentation to reflect my changes
- [x] I have considered and documented any risks above
- [x] All Paperclip CI gates are green
- [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups
- [x] I will address all Greptile and reviewer comments before
requesting merge

---------

Co-authored-by: Paperclip <noreply@paperclip.ing>
2026-09-24 15:54:38 -05:00

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"name": "list_conclusions",
"schemaHash": "19f0672eaed5b4d6563bb7457bf8eb6600640aa6b99578b0ab9283e1a3496193",
"risk": "read",
"status": "active",
"parameters": [
"page",
"size",
"filters",
"peer_id",
"reverse",
"session_id",
"workspace_id",
"target_peer_id"
]
},
{
"name": "query_conclusions",
"schemaHash": "65e4123ca83fee2a8264fe65f79a8c78fa408f7ca11597a8b1add9fb9dd5d300",
"risk": "read",
"status": "active",
"parameters": [
"query",
"top_k",
"filters",
"peer_id",
"workspace_id",
"target_peer_id"
]
},
{
"name": "workspace_chat",
"schemaHash": "a3fc62bdce51ab51a3d9557e7ca7c28bddfc7f65981e0fb2ed8161e1e262ce1d",
"risk": "write",
"status": "active",
"parameters": [
"query",
"scope",
"session_id",
"workspace_id",
"reasoning_level",
"include_evidence"
]
},
{
"name": "get_session_message",
"schemaHash": "b0d31acd81c0b082ade1c3ce5b3734ef2b708d08544b75152933ef36a01002b0",
"risk": "read",
"status": "active",
"parameters": [
"message_id",
"session_id",
"workspace_id"
]
},
{
"name": "get_conclusions",
"schemaHash": "372ee91843c4d49041f1f815fc08dd87718241094d1a33aa5ac50a501fe08626",
"risk": "read",
"status": "active",
"parameters": [
"workspace_id",
"conclusion_ids"
]
},
{
"name": "list_sessions",
"schemaHash": "c7719d0d1f268594d2db4543a3771d206c7ab093e8e11fe43bd6225d04b18160",
"risk": "read",
"status": "active",
"parameters": [
"page",
"size",
"reverse",
"workspace_id"
]
},
{
"name": "get_session_context",
"schemaHash": "efb01feb707fc4c7c043af1567661046a4ad801f0ff349985d7e6ab295091c40",
"risk": "read",
"status": "active",
"parameters": [
"tokens",
"summary",
"session_id",
"workspace_id"
]
},
{
"name": "get_derived_conclusions",
"schemaHash": "f0cfc0414bb2f37084574e4574962b3cb38e0ac90a8d90e7a2f4bd6352b83d53",
"risk": "read",
"status": "active",
"parameters": [
"page",
"size",
"workspace_id",
"conclusion_id"
]
},
{
"name": "set_metadata",
"schemaHash": "c4825215baad248cb1e1829ec4aadf14f5c0606aa540845fc961e220a04b77bc",
"risk": "write",
"status": "active",
"parameters": [
"peer_id",
"metadata",
"session_id",
"workspace_id"
]
},
{
"name": "delete_session",
"schemaHash": "2b27006c10e7f7a33381ccc8d2beb6ce2b9b0166b268f86cc487ca993654c133",
"risk": "destructive",
"status": "active",
"parameters": [
"session_id",
"workspace_id"
]
},
{
"name": "list_scopes",
"schemaHash": "7d9e05d863afbdd19411e16a19b6ae1e0db6f8b12df9908a02b11226c94f59a9",
"risk": "read",
"status": "active",
"parameters": [
"page",
"size",
"workspace_id"
]
},
{
"name": "create_conclusions",
"schemaHash": "7c1b8a08b7f57b59a5ea714ada9625fc28695ddb6aa663192a375a4ec511bf3b",
"risk": "write",
"status": "active",
"parameters": [
"peer_id",
"session_id",
"conclusions",
"workspace_id",
"target_peer_id"
]
},
{
"name": "create_peer",
"schemaHash": "4dba9bb190cabe6783305a7deeb5ad40fbab40941ef5a9053b7d07cd0c07397a",
"risk": "write",
"status": "active",
"parameters": [
"peer_id",
"workspace_id",
"configuration"
]
},
{
"name": "clone_session",
"schemaHash": "4c7a2c9db91039b4598bae3745df1e96b58013483349c8c1dc9a0c83647897e4",
"risk": "write",
"status": "active",
"parameters": [
"message_id",
"session_id",
"workspace_id"
]
},
{
"name": "create_scope",
"schemaHash": "0b5c75cf5fbcd39bb7949b1dbfb7637958e9618d9164719a0335703110f8e1ce",
"risk": "write",
"status": "active",
"parameters": [
"metadata",
"scope_id",
"workspace_id"
]
},
{
"name": "delete_conclusion",
"schemaHash": "c9d4c97b02672a94bd1363d4c79078566e8817e3116519e2838416da023ce225",
"risk": "destructive",
"status": "active",
"parameters": [
"peer_id",
"workspace_id",
"conclusion_id",
"target_peer_id"
]
},
{
"name": "list_peers",
"schemaHash": "7006ccbca84d1b922813b151e71e912a94036b941971232947f526180c2fb1fc",
"risk": "read",
"status": "active",
"parameters": [
"workspace_id"
]
},
{
"name": "add_peers_to_session",
"schemaHash": "59001ee3487856fec80fc7292473f1f04b800b94eb210abe196c8e2d43ab5781",
"risk": "write",
"status": "active",
"parameters": [
"peers",
"session_id",
"workspace_id"
]
},
{
"name": "add_sessions_to_scope",
"schemaHash": "8a7124f64b416af308a658c17798fa623c2be5bacfc65bc90aecdb5f3e896213",
"risk": "write",
"status": "active",
"parameters": [
"scope_id",
"session_ids",
"workspace_id"
]
},
{
"name": "schedule_dream",
"schemaHash": "0b55cca23970fa8f2ec70682d9f1920529ec071f95f13cd7d8e743fc2c25d81d",
"risk": "write",
"status": "active",
"parameters": [
"peer_id",
"session_id",
"workspace_id",
"target_peer_id"
]
},
{
"name": "chat",
"schemaHash": "06abdd3077b3494be03be64e2d501654afa74d9599cb9ceac7c6b81636b56363",
"risk": "write",
"status": "active",
"parameters": [
"query",
"scope",
"peer_id",
"sessions",
"session_id",
"workspace_id",
"target_peer_id",
"reasoning_level",
"include_evidence"
]
},
{
"name": "remove_peers_from_session",
"schemaHash": "7d10f74baffef038df46230abe8da948560b577f49b6a89cf38962fc2c248431",
"risk": "destructive",
"status": "active",
"parameters": [
"peer_ids",
"session_id",
"workspace_id"
]
},
{
"name": "remove_session_from_scope",
"schemaHash": "ae48f9cab61e27e86c1c12dce0b3c4fe59b822adaec80ad60017cc878c846ea1",
"risk": "destructive",
"status": "active",
"parameters": [
"scope_id",
"session_id",
"workspace_id"
]
},
{
"name": "get_queue_status",
"schemaHash": "7006ccbca84d1b922813b151e71e912a94036b941971232947f526180c2fb1fc",
"risk": "read",
"status": "active",
"parameters": [
"workspace_id"
]
}
]
}
]
}
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