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10 hours ago

glama

MAPI

Item: MAPI
Rating: 69
Author: M8ven

An auditable memory, lifecycle, and governance server for AI agents, providing durable memories with provenance, lifecycle management, and guarded workflows through the Model Context Protocol.

→ cabo0m/mapi-agent-memory · listed on glama

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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 5 credentials: MAPI_WRITER_INSTANCE_KEY, MAPI_RUNTIME_INSTANCE_TOKEN, MAPI_OWNER_KEY, MAPI_REMOTE_OWNER_KEY, GEMINI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configMAPI_ADMIN_TOOLS_ENABLED

configMCP_SURFACE_PROFILE

configMAPI_RUNTIME_HOST

configMAPI_RUNTIME_PORT

configLM_STUDIO_BASE_URL

configLM_STUDIO_MODEL

configMAPI_GEMMA_AGENT_TIMEOUT_SECONDS

configMAPI_GEMMA_AGENT_MAX_TOKENS

configMAPI_GEMMA_AGENT_TEMPERATURE

configMAPI_GEMMA_CONTEXT_MAX_CHARS

configSANDMAN_AI_BATCH_SIZE

configSANDMAN_AI_MAX_TOKENS

configSANDMAN_GEMMA_TIMEOUT_SECONDS

configSANDMAN_GEMMA_MAX_TOKENS

configSANDMAN_GEMMA_MODEL

configSANDMAN_GEMMA_LMS_IDENTIFIER

configSANDMAN_GEMMA_LMS_TTL_SECONDS

configSANDMAN_GEMMA_LMS_GPU

configSANDMAN_GEMMA_LMS_CONTEXT_LENGTH

configSANDMAN_GEMMA_LMS_UNLOAD_AFTER_CALL

configSANDMAN_GEMMA_REQUIRED

configSANDMAN_GEMMA_AUTOSTART

configSANDMAN_GEMMA_FAIL_CLOSED

configSANDMAN_GEMMA_BASE_URL

configSANDMAN_GEMMA_HEALTH_TIMEOUT_SECONDS

configSANDMAN_GEMMA_START_TIMEOUT_SECONDS

configSANDMAN_MARA_TIMEOUT_SECONDS

configSANDMAN_MARA_MAX_TOKENS

configMAPI_DB_PATH

configMAPI_WRITER_GUARD_ENABLED

configMAPI_WRITER_MODE

🔐 secretMAPI_WRITER_INSTANCE_KEY

configMAPI_WRITER_LOCK_PATH

configMAPI_RUNTIME_ENFORCE_FRESHNESS

🔐 secretMAPI_RUNTIME_INSTANCE_TOKEN

configMAPI_EXPECTED_COMMIT

configMAPI_RUNTIME_MODE

🔐 secretMAPI_OWNER_KEY

configMAPI_REMOTE_AUTH_ENABLED

configMAPI_REMOTE_BASE_URL

🔐 secretMAPI_REMOTE_OWNER_KEY

configMAPI_REMOTE_OAUTH_CLIENT_ID

configMAPI_REMOTE_OAUTH_REDIRECT_URIS

configMAPI_REMOTE_IDENTITY_HEADER

configMAPI_REMOTE_IDENTITY_VALUE

configMAPI_REMOTE_ACCESS_TTL_SECONDS

configMAPI_REMOTE_REFRESH_TTL_SECONDS

configMAPI_REMOTE_AUTH_CODE_TTL_SECONDS

configMAPI_REMOTE_RATE_WINDOW_SECONDS

configMAPI_REMOTE_RATE_MAX_ATTEMPTS

configMAPI_WRITER_HEARTBEAT_SECONDS

configMAPI_WRITER_STALE_SECONDS

🔐 secretGEMINI_API_KEY

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// 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/cabo0m-mapi-agent-memory-1r11ar)](https://m8ven.ai/mcp/cabo0m-mapi-agent-memory-1r11ar)

commit: 25394f59788e2a068e97607172c7eb482ef5d310

code hash: 5d46f11fb9b65e06bca0686aa79345e7652b845051e3510e9a1a868ac9309be4

verified: 7/31/2026, 9:07:27 AM

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