oracle-ai-developer-hub (oracle-devrel/oracle-ai-developer-hub) is an MCP server listed on the M8ven Trust Index. It scores 98 out of 100, grade A. It declares 18 tools. No publisher has claimed this listing.

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A
Trusted
98/100
8 days ago

oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

→ oracle-devrel/oracle-ai-developer-hub· listed on github_code

Trusted. Deep verification, no outstanding findings, and an established reputation. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

oracle-devrel

Source: github_code

Is this your MCP?

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GitHub

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 12 credentials: ORACLE_PASSWORD, VECDB_ACCESS_TOKEN, VECDB_PASSWORD, MCP_AUTH_TOKEN, TAVILY_API_KEY, DB_ADMIN_PASSWORD, SSH_PUBLIC_KEY, ORACLE_DB_PASSWORD, POSTGRES_PASSWORD, NEO4J_PASSWORD, FLASK_SECRET_KEY, API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configCDK_DEFAULT_ACCOUNT
configCDK_DEFAULT_REGION
configDEMO_USER_ID
configLOG_LEVEL
configOCI_CHAT_MODEL_ID
configOCI_COMPARTMENT_ID
configOCI_EMBED_MODEL_ID
configOCI_GENAI_MODEL
configOCI_GENAI_REGION
configORACLE_AI_PROFILE
configORACLE_CONNECT_STRING
🔐 secretORACLE_PASSWORD
configORACLE_USER
configAUTHKIT_DOMAIN
configALLOWED_EMAILS
configALLOWED_SUBS
configMCP_BASE_URL
configMCP_READONLY
configMCP_TEXT_CAP
configEXPORT_DUE_DAYS
configSYNC_EXPECTED_HOURS
configOLLAMA_MODEL
configOLLAMA_BASE_URL
configFORCE_SIMULATED
configDEMO_TENANT_ID
configDEMO_AGENT_ID
configMEMORY_MIN_RELEVANCE
configDEMO_CACHE_PATH
configEMBEDDING_MODEL
configDEMO_CACHE_ENABLED
configVECDB_REST_URL
configVECDB_TABLE
🔐 secretVECDB_ACCESS_TOKEN
configVECDB_USERNAME
🔐 secretVECDB_PASSWORD
configVECDB_SELF_SIGNED_SSL
configBACKEND_URL
configBACKEND_ORIGIN
configCODE_DIR
configSCAN_INTERVAL_MIN
🔐 secretMCP_AUTH_TOKEN
configMCP_ALLOW_ANON
configFLY_APP_NAME
configKEEP_WARM_SECONDS
configKEEP_WARM
configRATE_BURST
configRATE_PER_SEC
🔐 secretTAVILY_API_KEY
configA2A_BASE_URL
configOCI_PROFILE
configOCI_PRIVATE_API_KEY_CONTENT
configOCI_REGION
configPROJECT_NAME
🔐 secretDB_ADMIN_PASSWORD
🔐 secretSSH_PUBLIC_KEY
configSSH_PRIVATE_KEY_PATH
configOLLAMA_SHAPE
configOLLAMA_CHAT_MODEL
configORACLE_ADMIN_USER
configDATA_DIR
configDB_ONNX_DIR
configOCI_CLI_PROFILE
configORACLE_DB_HOST
configORACLE_DB_PORT
configORACLE_DB_SERVICE
configORACLE_DB_USER
🔐 secretORACLE_DB_PASSWORD
configORACLE_DB_POOL_MIN
configORACLE_DB_POOL_MAX
configOLLAMA_HOST
configHF_HUB_DISABLE_XET
configDEFAULT_MODEL
configARCH_MODE
configORACLE_ADMIN_PWD
configPOSTGRES_HOST
configPOSTGRES_PORT
configPOSTGRES_USER
🔐 secretPOSTGRES_PASSWORD
configPOSTGRES_DB
configNEO4J_URI
configNEO4J_USER
🔐 secretNEO4J_PASSWORD
configMONGO_DB
configQDRANT_HOST
configQDRANT_PORT
configOPENAI_MODEL
🔐 secretFLASK_SECRET_KEY
configFLASK_DEBUG
configFLASK_PORT
configLLM_PROVIDER
🔐 secretAPI_KEY
configOCA_BASE_URL
configOCA_HEADERS
configLLM_MODEL
configOCI_MODEL_ID
configOCI_MAX_TOKENS
configMONGO_COLLECTION
configOCI_PROXY_PORT
configORACLE_DB_USERNAME
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployORACLE_CONNECTION_STRING
deployPORT
deployORACLE_DSN
deployMONGO_URI
deployORACLE_DB_DSN
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

20/20 tools missing one or more hints — execute_query (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); book_flight (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +17 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

13/20 tools referenced in tests (65%)

Write tests that reference each tool by name so every tool has at least one test.

Secrets not written to files

1 secret value written to files

Avoid persisting secrets to disk. Keep them in memory or your secret manager.

Secrets not logged

1 secret value sent to print

Redact or omit secret values from log output.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/oracle-devrel/oracle-ai-developer-hub)](https://m8ven.ai/mcp/oracle-devrel/oracle-ai-developer-hub)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 4a56483f9f4ae0bb150d875389822cc5b96b77ff
code hash: ea9dca9854f5243e6192bcfc4cb6ea1a2e065ada033f554ee85c9a9cf269922f
verified: 9/2/2026, 7:22:42 PM
view raw JSON →
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