echo-ai (dengdenghua/echo-ai) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 6 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

echo-ai

Echo AI — self-hosted Agent OS (agent runtime, workbench UI, browser relay, plugin marketplace)

→ dengdenghua/echo-ai· listed on github_repo_search

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

dengdenghua

Source: github_repo_search

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

⚡ Connect GitHub for Live Monitored

Install from

GitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// 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 14 credentials: OA_AUTH_PASSWORD, VLM_API_KEY, QWEN_API_KEY, OPENAI_API_KEY, DEEPSEEK_API_KEY, GLM_API_KEY, ECHO_CLOUD_EDGE_TOKEN_SECRET, ECHO_CLOUD_EDGE_ADMIN_KEY, ECHO_CLOUD_SHARE_RELAY_KEY, ECHO_TENTACLE_TOKEN, ECHO_AUTH_TOKEN, ECHO_SANDBOX_PROBE_SECRET, ECHO_PLUGIN_SIGNING_PUBLIC_KEY, ECHO_PLUGIN_SIGNING_PRIVATE_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.
configKWIKI_KIMI_SKILLS_DIR
🔐 secretOA_AUTH_PASSWORD
configOA_AUTH_USERNAME
configOA_BASE_URL
configPROGRAMFILES
configPROGRAMFILES(X86)
configSEEYON_CONNECTOR_HOME
configSEEYON_SERVICE_URL
🔐 secretVLM_API_KEY
configVLM_BASE_URL
configVLM_MODEL
🔐 secretQWEN_API_KEY
🔐 secretOPENAI_API_KEY
🔐 secretDEEPSEEK_API_KEY
🔐 secretGLM_API_KEY
configECHO_CLOUD_EDGE_DATA_DIR
🔐 secretECHO_CLOUD_EDGE_TOKEN_SECRET
🔐 secretECHO_CLOUD_EDGE_ADMIN_KEY
configECHO_CLOUD_REGISTRATION_CODE
configECHO_CLOUD_EDGE_OWNER_ID
configECHO_CLOUD_EDGE_TENANT_ID
configECHO_PUBLIC_SHARE_BASE_URL
🔐 secretECHO_CLOUD_SHARE_RELAY_KEY
configECHO_HOME
🔐 secretECHO_TENTACLE_TOKEN
configECHO_BACKEND_URL
🔐 secretECHO_AUTH_TOKEN
configECHO_DEV_STACK_STATE
configECHO_TOOL_PRUNE_MIDDLE
configECHO_TOOL_SPILL
configECHO_TOOL_SPILL_ROOT
configECHO_REPEAT_TOOL_REMINDER
configECHO_NATIVE_MODEL_ROUND_TIMEOUT_S
configECHO_NATIVE_MODEL_RECOVERY_TIMEOUT_S
configECHO_NATIVE_POST_TOOL_TIMEOUT_S
configECHO_NATIVE_TOOL_ROUND_BUDGET
configECHO_A2A_PUBLIC_URL
🔐 secretECHO_SANDBOX_PROBE_SECRET
configECHO_CANDIDATE_WORKER_CONTRACT_SHA256
configECHO_BLACKBOARD_DB
configECHO_TURN_ID
configECHO_AGENT_ID
configECHO_MODEL
configECHO_MODEL_VALUE
configANTHROPIC_MODEL
configOPENAI_BASE_URL
configECHO_DEPLOYMENT_MODE
configECHO_PROCESS_SANDBOX
configECHO_INTELLIGENCE_POLL_SECONDS
configECHO_MEMORY_DISTILL_SECONDS
configECHO_CRON_EXECUTOR
configECHO_CRON_EXECUTOR_POLL_SECONDS
🔐 secretECHO_PLUGIN_SIGNING_PUBLIC_KEY
configECHO_PLUGIN_SIGNING_PUBLISHER_ID
configECHO_PLUGIN_SIGNING_KEY_ID
🔐 secretECHO_PLUGIN_SIGNING_PRIVATE_KEY
// quality suggestions

Tool annotations

5/6 tools have annotations

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

All four hints declared on every tool

6/6 tools missing one or more hints — dynamic_tool_83 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); recording_start (missing: idempotentHint, openWorldHint); recording_status (missing: destructiveHint, openWorldHint), +3 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

Only 0/6 tools referenced in tests (0%)

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

Shell command execution

1 call in production code run through a shell (extensions/workbuddy-connectors/connectors/wps-knowledgebase/cli/install.js:107)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

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 4 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/dengdenghua/echo-ai)](https://m8ven.ai/mcp/dengdenghua/echo-ai)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 7ac095e90b9e86b1601f37dc14d75978e182cf46
code hash: a6cbf957937decc314bbd223fd852113ef3c771d264e7e2c11e373423e2b85ca
view raw JSON →
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