io.github.CloudCorpRecords/graphmind
OCI · GHCR.IO/CLOUDCORPRECORDS/GRAPHMIND · 2 COMPONENTS
Persistent knowledge graph: entities, relations, and observations for agents.
Available components
Last scanned (2 hours ago)
Scores higher than 54% of OCI servers
Category Memory and Knowledge
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 8 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability69
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 411 tokens (~45/item across 9 items; 9 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management30
- Stability observed for 9 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 3 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "delete_entities" 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 9 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.
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.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.
- 31 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 30 Oct 26 0
- Provenance: unverified → fail ▼ security
- 29 Oct 26 +1
- Provenance: fail → unverified ▼ security
- 27 Oct 26 38
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/graphmind@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 →
add_observations ~53
Add observation strings to existing entities in the knowledge graph. Observations already stored for an entity are not added twice; returns what was added per entity.
| Name | Type | Req | Description |
|---|---|---|---|
| observations | array | yes | Observation additions, grouped by entity. |
No output schema declared.
No examples provided.
create_entities ~49
Create new entities in the knowledge graph. Entities whose name already exists are skipped; returns the entities that were created.
| Name | Type | Req | Description |
|---|---|---|---|
| entities | array | yes | Entities to create; entities whose name already exists are skipped. |
No output schema declared.
No examples provided.
create_relations ~54
Create relations between existing entities in the knowledge graph. Relations are unique by their exact from, to, and relationType triple; returns the relations that were created.
| Name | Type | Req | Description |
|---|---|---|---|
| relations | array | yes | Relations to create between existing entities. |
No output schema declared.
No examples provided.
delete_entities ~47
Delete entities from the knowledge graph by name, together with every relation that touches them.
| Name | Type | Req | Description |
|---|---|---|---|
| entityNames | array | yes | Names of the entities to delete, together with every relation that touches them. |
No output schema declared.
No examples provided.
delete_observations ~37
Delete specific observation strings from entities in the knowledge graph.
| Name | Type | Req | Description |
|---|---|---|---|
| deletions | array | yes | Observations to delete, grouped by entity. |
No output schema declared.
No examples provided.
delete_relations ~51
Delete relations from the knowledge graph by their exact from, to, and relationType triple.
| Name | Type | Req | Description |
|---|---|---|---|
| relations | array | yes | Relations to delete, each identified by its exact from, to, and relationType triple. |
No output schema declared.
No examples provided.
open_nodes ~38
Open specific entities in the knowledge graph by name, together with the relations between them.
| Name | Type | Req | Description |
|---|---|---|---|
| names | array | yes | Names of the entities to open. |
No output schema declared.
No examples provided.
read_graph ~20
Read the entire knowledge graph: every entity and every relation.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
search_nodes ~62
Search the knowledge graph for entities whose name, type, or observations contain the query text (case-insensitive), together with the relations between them.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Text to search for in entity names, types, and observations; matching is case-insensitive. |
No output schema declared.
No examples provided.
How do I install the io.github.CloudCorpRecords/graphmind MCP server?
io.github.CloudCorpRecords/graphmind runs locally as a container image, launched with docker run --rm -i ghcr.io/cloudcorprecords/graphmind:0.1.0. 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/graphmind
claude mcp add cloudcorprecords-graphmind -- docker run --rm -i ghcr.io/cloudcorprecords/graphmind:0.1.0
What is the io.github.CloudCorpRecords/graphmind MCP server?
io.github.CloudCorpRecords/graphmind is an MCP server listed in the public MCP registry as io.github.CloudCorpRecords/graphmind. Persistent knowledge graph: entities, relations, and observations for agents. This page covers its container image (ghcr.io/cloudcorprecords/graphmind).
Is the io.github.CloudCorpRecords/graphmind MCP server safe to use?
io.github.CloudCorpRecords/graphmind scores 42 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/graphmind MCP server expose?
io.github.CloudCorpRecords/graphmind exposes 9 tools: create_entities, create_relations, add_observations, delete_entities, delete_observations, and 4 more. Their descriptions and schemas cost roughly 411 tokens of context every time the server is loaded.
Is the io.github.CloudCorpRecords/graphmind MCP server still maintained?
io.github.CloudCorpRecords/graphmind 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/graphmind MCP server under?
io.github.CloudCorpRecords/graphmind declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.