io.github.CloudCorpRecords/sociallens
OCI · GHCR.IO/CLOUDCORPRECORDS/SOCIALLENS · 2 COMPONENTS
Rolli IQ social search and analytics: keyword, user and expert searches, agents, usage.
Available components
Last scanned (13 hours ago)
Scores higher than 39% of OCI servers
Category Search and Retrieval
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security0
- No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.Unverified
- Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.Unverified
- Install-script risk not yet assessed.Unverified
- Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.Unverified
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 2 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability65
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 1374 tokens (~45/item across 30 items; 30 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management10
- Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 0 of 2 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "delete_agent_run" implies "delete" and declares no destructiveHint at all, which the MCP spec reads as destructive by default. See how to fix → Fail
- An AI judge read all 30 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
Checks we ran (12)
- Source repository
- Provenance
- License
- Maintenance
- Security disclosure
- Schema quality
- Stability
- Tool coverage
- Injection markers
- Destructive annotations
- Judged manipulation
- MCP protocol
Checks we could not complete (4)
These are gaps on our side, not findings about this package. We only credit what we can confirm, so a category made up entirely of them scores 0.
- Malware scan in Supply Chain Security (scores 0 for this)No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.
- Known CVEs in Supply Chain Security (scores 0 for this)Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.
- Install scripts in Supply Chain Security (scores 0 for this)Install-script risk not yet assessed.
- Dependency health in Supply Chain Security (scores 0 for this)Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.
Does not apply to this package (2)
- Endpoint SecurityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
- Transport & ReachabilityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
The score does not measure everything. What the score does not measure →
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 0 to 3. That category is still filling its 30-day observation window: 0 days of observed history at the previous scan, 1 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Nov 26 37
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Analysed oci/ghcr.io/cloudcorprecords/sociallens@0.1.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | oci |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
cancel_agent_run ~43
Cancel an agent run by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
create_agent_schedule ~58
Create an agent schedule for an agent with a cron expression and optional name.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Agent id to schedule. |
| cron_expression | string | yes | Cron expression for the schedule. |
| name | string | – | Schedule name. |
No output schema declared.
No examples provided.
delete_agent_run ~43
Delete an agent run by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
delete_agent_schedule ~43
Delete an agent schedule by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
expert_search ~85
Start an expert search for a query, optionally on specific platforms and a date range.
| Name | Type | Req | Description |
|---|---|---|---|
| end_date | string | – | Latest post date to include, YYYY-MM-DD. |
| platforms | array | – | Platforms to search; omit to search all platforms. |
| query | string | yes | Search query. |
| start_date | string | – | Earliest post date to include, YYYY-MM-DD. |
No output schema declared.
No examples provided.
get_agent_run ~43
Get an agent run by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
get_agent_schedule ~43
Get an agent schedule by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
get_expert_search ~44
Get an expert search by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
get_integration_setup ~15
Get the integration setup.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_keyword_search ~43
Get a keyword search by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
get_keyword_search_posts ~47
Get the posts for a keyword search by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
get_topic_tree ~14
Get the topic tree.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_usage ~12
Get account usage.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_user_search ~43
Get a user search by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
get_user_search_posts ~47
Get the posts for a user search by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
keyword_search ~85
Start a keyword search for a query, optionally on specific platforms and a date range.
| Name | Type | Req | Description |
|---|---|---|---|
| end_date | string | – | Latest post date to include, YYYY-MM-DD. |
| platforms | array | – | Platforms to search; omit to search all platforms. |
| query | string | yes | Search query. |
| start_date | string | – | Earliest post date to include, YYYY-MM-DD. |
No output schema declared.
No examples provided.
list_agent_runs ~31
List agent runs, optionally filtered by status.
| Name | Type | Req | Description |
|---|---|---|---|
| status | string | – | Status filter for the listed items. |
No output schema declared.
No examples provided.
list_agent_schedule_runs ~52
List the runs of an agent schedule by id, optionally filtered by status.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Agent schedule id whose runs to list. |
| status | string | – | Status filter for the listed runs. |
No output schema declared.
No examples provided.
list_agent_schedules ~32
List agent schedules, optionally filtered by status.
| Name | Type | Req | Description |
|---|---|---|---|
| status | string | – | Status filter for the listed items. |
No output schema declared.
No examples provided.
list_expert_searches ~33
List expert searches, optionally filtered by status.
| Name | Type | Req | Description |
|---|---|---|---|
| status | string | – | Status filter for the listed items. |
No output schema declared.
No examples provided.
list_keyword_searches ~32
List keyword searches, optionally filtered by status.
| Name | Type | Req | Description |
|---|---|---|---|
| status | string | – | Status filter for the listed items. |
No output schema declared.
No examples provided.
list_user_searches ~32
List user searches, optionally filtered by status.
| Name | Type | Req | Description |
|---|---|---|---|
| status | string | – | Status filter for the listed items. |
No output schema declared.
No examples provided.
pause_agent_schedule ~43
Pause an agent schedule by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
rerun_agent_run ~45
Re-run an agent run by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
resume_agent_schedule ~43
Resume an agent schedule by id.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Id of the item this tool acts on: a search, an agent run, or an agent schedule. |
No output schema declared.
No examples provided.
start_agent_run ~45
Start an agent run for an agent, with optional input.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | yes | Agent id to run. |
| input | string | – | Optional input for the run. |
No output schema declared.
No examples provided.
update_agent_run ~54
Update an agent run by id, with optional name and status.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Agent run id to update. |
| name | string | – | New run name. |
| status | string | – | New run status. |
No output schema declared.
No examples provided.
update_agent_schedule ~74
Update an agent schedule by id, with optional name, cron expression, and agent id.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_id | string | – | New agent id for the schedule. |
| cron_expression | string | – | New cron expression. |
| id | string | yes | Agent schedule id to update. |
| name | string | – | New schedule name. |
No output schema declared.
No examples provided.
update_integration_setup ~65
Update the integration setup, with optional platform, webhook URL, and enabled flag.
| Name | Type | Req | Description |
|---|---|---|---|
| enabled | boolean | – | Whether the integration is enabled. |
| platform | string | – | Platform to configure the integration for. |
| webhook_url | string | – | Webhook URL for the integration. |
No output schema declared.
No examples provided.
user_search ~85
Start a user search for a query, optionally on specific platforms and a date range.
| Name | Type | Req | Description |
|---|---|---|---|
| end_date | string | – | Latest post date to include, YYYY-MM-DD. |
| platforms | array | – | Platforms to search; omit to search all platforms. |
| query | string | yes | Search query. |
| start_date | string | – | Earliest post date to include, YYYY-MM-DD. |
No output schema declared.
No examples provided.
How do I install the io.github.CloudCorpRecords/sociallens MCP server?
io.github.CloudCorpRecords/sociallens runs locally as a container image, launched with docker run --rm -i ghcr.io/cloudcorprecords/sociallens:0.1.0 mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 3 more is on this page, copied from each client's own documentation.
oci · ghcr.io/cloudcorprecords/sociallens
claude mcp add cloudcorprecords-sociallens -- docker run --rm -i ghcr.io/cloudcorprecords/sociallens:0.1.0 mcp
What is the io.github.CloudCorpRecords/sociallens MCP server?
io.github.CloudCorpRecords/sociallens is an MCP server listed in the public MCP registry as io.github.CloudCorpRecords/sociallens. Rolli IQ social search and analytics: keyword, user and expert searches, agents, usage. This page covers its container image (ghcr.io/cloudcorprecords/sociallens).
Is the io.github.CloudCorpRecords/sociallens MCP server safe to use?
io.github.CloudCorpRecords/sociallens scores 39 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the io.github.CloudCorpRecords/sociallens MCP server expose?
io.github.CloudCorpRecords/sociallens exposes 30 tools: list_keyword_searches, keyword_search, get_keyword_search, list_user_searches, user_search, and 25 more. Their descriptions and schemas cost roughly 1,374 tokens of context every time the server is loaded.
Is the io.github.CloudCorpRecords/sociallens MCP server still maintained?
io.github.CloudCorpRecords/sociallens is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the io.github.CloudCorpRecords/sociallens MCP server under?
io.github.CloudCorpRecords/sociallens declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.
What did VerifyMCP test on the io.github.CloudCorpRecords/sociallens MCP server?
VerifyMCP ran 12 checks on io.github.CloudCorpRecords/sociallens, covering Source repository, Provenance, License, Maintenance and 8 more. 4 items could not be completed, a gap on our side rather than a finding about io.github.CloudCorpRecords/sociallens: Malware scan, Known CVEs, Install scripts and Dependency health. One category scores 0 for that reason, because we only credit what we can confirm. Endpoint Security and Transport & Reachability do not apply to a container image, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.